* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 474.2s
Time: model 472.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 479.7s
Time: model 477.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 485.1s
Time: model 483.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 490.7s
Time: model 488.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 496.3s
Time: model 494.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 501.7s
Time: model 499.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 507.2s
Time: model 505.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 512.7s
Time: model 510.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 518.2s
Time: model 516.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 523.8s
Time: model 522.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 529.2s
Time: model 527.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 534.7s
Time: model 532.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 540.2s
Time: model 538.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 545.7s
Time: model 543.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 551.3s
Time: model 549.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 556.8s
Time: model 555.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 562.3s
Time: model 560.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 567.7s
Time: model 565.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 573.2s
Time: model 571.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 578.7s
Time: model 576.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 584.1s
Time: model 582.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 589.6s
Time: model 587.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 595.1s
Time: model 593.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 600.6s
Time: model 598.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 606.1s
Time: model 604.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 611.7s
Time: model 609.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 617.2s
Time: model 615.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 622.6s
Time: model 620.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 628.2s
Time: model 626.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 633.7s
Time: model 631.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 639.1s
Time: model 637.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 644.6s
Time: model 642.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 650.1s
Time: model 648.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 655.6s
Time: model 653.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 661.1s
Time: model 659.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 666.6s
Time: model 664.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 672.2s
Time: model 670.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 677.6s
Time: model 675.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 683.0s
Time: model 681.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 688.5s
Time: model 686.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 694.0s
Time: model 692.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 699.4s
Time: model 697.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 704.9s
Time: model 703.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 710.3s
Time: model 708.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 715.8s
Time: model 714.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 721.3s
Time: model 719.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 726.8s
Time: model 725.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 732.3s
Time: model 730.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 737.8s
Time: model 736.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 743.3s
Time: model 741.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 748.8s
Time: model 747.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 754.2s
Time: model 752.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 759.7s
Time: model 757.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 765.2s
Time: model 763.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 770.7s
Time: model 768.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 776.1s
Time: model 774.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 781.6s
Time: model 779.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 787.1s
Time: model 785.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 792.7s
Time: model 790.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 798.3s
Time: model 796.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 803.7s
Time: model 801.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 809.2s
Time: model 807.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 814.7s
Time: model 812.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 820.1s
Time: model 818.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 825.6s
Time: model 823.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 831.1s
Time: model 829.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 836.5s
Time: model 834.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 842.0s
Time: model 840.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 847.4s
Time: model 845.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 853.0s
Time: model 851.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 858.5s
Time: model 856.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 863.9s
Time: model 862.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 869.4s
Time: model 867.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 874.8s
Time: model 873.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 880.4s
Time: model 878.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 885.8s
Time: model 884.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 891.3s
Time: model 889.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 896.7s
Time: model 894.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 902.2s
Time: model 900.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 907.7s
Time: model 905.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 913.3s
Time: model 911.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 918.7s
Time: model 916.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 924.2s
Time: model 922.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 929.7s
Time: model 927.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 935.1s
Time: model 933.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 940.6s
Time: model 938.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 946.1s
Time: model 944.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 951.5s
Time: model 949.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 957.0s
Time: model 955.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 962.4s
Time: model 960.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 967.9s
Time: model 966.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 973.4s
Time: model 971.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 978.7s
Time: model 976.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 984.2s
Time: model 982.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 989.6s
Time: model 987.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 995.1s
Time: model 993.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1000.5s
Time: model 998.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1006.0s
Time: model 1004.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1011.4s
Time: model 1009.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1016.9s
Time: model 1015.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1022.4s
Time: model 1020.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1027.9s
Time: model 1026.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1033.5s
Time: model 1031.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1039.0s
Time: model 1037.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1044.4s
Time: model 1042.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1049.9s
Time: model 1048.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1055.4s
Time: model 1053.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1060.9s
Time: model 1059.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1066.3s
Time: model 1064.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1071.8s
Time: model 1070.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1077.2s
Time: model 1075.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1082.7s
Time: model 1080.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1088.2s
Time: model 1086.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1093.8s
Time: model 1092.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1099.2s
Time: model 1097.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1104.7s
Time: model 1102.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1110.2s
Time: model 1108.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1115.6s
Time: model 1113.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1121.2s
Time: model 1119.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1126.7s
Time: model 1124.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1132.2s
Time: model 1130.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1137.6s
Time: model 1135.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1143.1s
Time: model 1141.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1148.6s
Time: model 1146.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1154.2s
Time: model 1152.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1159.7s
Time: model 1157.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1165.1s
Time: model 1163.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1170.5s
Time: model 1168.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1176.0s
Time: model 1174.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1181.5s
Time: model 1179.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1186.9s
Time: model 1185.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1192.4s
Time: model 1190.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1197.8s
Time: model 1196.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1203.2s
Time: model 1201.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1208.7s
Time: model 1206.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1214.3s
Time: model 1212.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1219.8s
Time: model 1218.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1225.2s
Time: model 1223.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1230.7s
Time: model 1228.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1236.2s
Time: model 1234.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1241.6s
Time: model 1239.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1247.1s
Time: model 1245.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1252.6s
Time: model 1250.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1258.0s
Time: model 1256.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1263.5s
Time: model 1261.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1269.1s
Time: model 1267.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1274.7s
Time: model 1272.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1280.2s
Time: model 1278.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1285.7s
Time: model 1283.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1291.1s
Time: model 1289.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1296.5s
Time: model 1294.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1302.0s
Time: model 1300.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1307.5s
Time: model 1305.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1313.0s
Time: model 1311.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1318.5s
Time: model 1316.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1324.0s
Time: model 1322.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1329.5s
Time: model 1327.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1335.0s
Time: model 1333.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1340.5s
Time: model 1338.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1346.0s
Time: model 1344.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1351.5s
Time: model 1349.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1357.1s
Time: model 1355.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1362.6s
Time: model 1360.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1368.0s
Time: model 1366.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1373.5s
Time: model 1371.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1379.1s
Time: model 1377.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1384.6s
Time: model 1382.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1390.1s
Time: model 1388.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1395.7s
Time: model 1393.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1401.2s
Time: model 1399.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1406.7s
Time: model 1404.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1412.2s
Time: model 1410.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1417.6s
Time: model 1415.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1423.1s
Time: model 1421.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1428.6s
Time: model 1426.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1434.1s
Time: model 1432.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1439.6s
Time: model 1437.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1445.1s
Time: model 1443.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1450.6s
Time: model 1448.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1456.1s
Time: model 1454.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1461.6s
Time: model 1459.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1467.1s
Time: model 1465.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1472.5s
Time: model 1470.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1478.0s
Time: model 1476.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1483.5s
Time: model 1481.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1488.9s
Time: model 1487.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1494.4s
Time: model 1492.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1499.9s
Time: model 1498.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1505.4s
Time: model 1503.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1510.8s
Time: model 1509.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1516.4s
Time: model 1514.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1521.9s
Time: model 1520.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1527.4s
Time: model 1525.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1532.9s
Time: model 1531.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1538.3s
Time: model 1536.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1543.8s
Time: model 1542.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1549.3s
Time: model 1547.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1554.8s
Time: model 1553.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1560.3s
Time: model 1558.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1565.8s
Time: model 1564.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1571.3s
Time: model 1569.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1576.8s
Time: model 1575.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1582.3s
Time: model 1580.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1587.8s
Time: model 1586.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1593.3s
Time: model 1591.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1598.7s
Time: model 1596.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1604.1s
Time: model 1602.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1609.6s
Time: model 1607.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1615.0s
Time: model 1613.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1620.5s
Time: model 1618.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1626.0s
Time: model 1624.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1631.5s
Time: model 1629.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1637.1s
Time: model 1635.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1642.6s
Time: model 1640.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1648.0s
Time: model 1646.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1653.6s
Time: model 1651.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1659.1s
Time: model 1657.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1664.5s
Time: model 1662.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1670.0s
Time: model 1668.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1675.5s
Time: model 1673.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1680.9s
Time: model 1679.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1686.4s
Time: model 1684.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1691.9s
Time: model 1690.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1697.5s
Time: model 1695.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1703.1s
Time: model 1701.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1708.5s
Time: model 1706.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1714.0s
Time: model 1712.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1719.6s
Time: model 1717.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1725.1s
Time: model 1723.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1730.5s
Time: model 1728.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1736.0s
Time: model 1734.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1741.5s
Time: model 1739.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1746.9s
Time: model 1745.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1752.4s
Time: model 1750.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1758.0s
Time: model 1756.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1763.5s
Time: model 1761.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1768.9s
Time: model 1767.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1774.4s
Time: model 1772.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1780.0s
Time: model 1778.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1785.4s
Time: model 1783.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1790.9s
Time: model 1789.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1796.4s
Time: model 1794.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1801.9s
Time: model 1800.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1807.4s
Time: model 1805.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1813.0s
Time: model 1811.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1818.5s
Time: model 1816.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1824.0s
Time: model 1822.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1829.5s
Time: model 1827.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Approval pending
Stage: active tool call timed out; grant will be used on a later matching turn
Tool: edit
Approval: dap-1779764697-perm-1779764697753-1
Cause: direct ACP permission was not approved before the active tool call timeout


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (7):
- bash / pending / call_MsuAEKrFCoeuAxvdULyHVCA
- bash / in_progress / call_MsuAEKrFCoeuAxvdULyHVCA
- Shows selected repo diff for pages example / completed / call_MsuAEKrFCoeuAxvdULyHVCA
- bash / pending / call_RWGUAowymOpcDnqPB5KV3gV
- bash / in_progress / call_RWGUAowymOpcDnqPB5KV3gV
- Shows bootstrap prompt diff / completed / call_RWGUAowymOpcDnqPB5KV3gV
- apply_patch / pending / call_k8gbKn5BDn3azaeZBZ8TR7H


* 🟠 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1833.0s
Time: model 1831.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈2.2ktok/8.6kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🔴 Failed
Stage: model/tool run failed
Model: openai/gpt-5.4
Elapsed: 1833.6s
Time: model 1831.2s
Cause: direct ACP timeout after 1830s/1830000ms: apply_patch / pending / call_k8gbKn5BDn3azaeZBZ8TR7H
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🔴 Failed
Stage: no final answer
Model: openai/gpt-5.4
Elapsed: 1834.1s
Time: model 1831.2s
Cause: direct ACP timeout after 1830s/1830000ms: apply_patch / pending / call_k8gbKn5BDn3azaeZBZ8TR7H
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


⚠ Matrix-lite did not receive a final answer for this request. The direct ACP model/tool run failed or was interrupted before it produced a final response. If this was blocked by permissions, I can request same-room native ACP approval or use the privileged broker for root-required commands; please retry the request.


* 🔴 Failed
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1834.3s
Time: model 1831.2s, overhead 3.1s
Cause: direct ACP timeout after 1830s/1830000ms: apply_patch / pending / call_k8gbKn5BDn3azaeZBZ8TR7H
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈2.2ktok/8.6kch
Ctx: direct ACP p≈2.2ktok; ctx 29.2%; usable 33.2%; observed turns 57; actual turns 86


* 🟡 Approval granted
Stage: resuming
Tool: edit
Scope: {"filepath":"../../pages/diffs/pending.patch, ../../pages/diffs/pending.html, ../../pages/diffs/index.html","diff":"Index: /home/matrix-lite/pages/diffs/pending.patch\n============
Approval: dap-1779764697-perm-1779764697753-1


Granted but probably too late?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 86


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 86


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 86


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.2s
Time: overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 86


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 86
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.7s)
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.7s
Time: model 5.1s, overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: direct ACP prompt started (4.7s)
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.1s
Time: model 10.5s, overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 🟡 Working
Stage: direct ACP first session update (9.1s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (9.1s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.6s
Time: model 16.0s, overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, probably too late for that specific turn.

The log says the `apply_patch` call was still pending when the **overall direct ACP timeout** hit at about **1830s**, so even if you granted afterward, that particular turn was already dead.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.7s
Time: model 22.0s, overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, probably too late for that specific turn.

The log says the `apply_patch` call was still pending when the **overall direct ACP timeout** hit at about **1830s**, so even if you granted afterward, that particular turn was already dead.

So:
- **approval itself:** likely fine
- **that turn:** already expired

The fix is just to retry in a fresh turn now that you’re present.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 24.4s
Time: model 22.8s, overhead 1.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 315.0k o 90 est $0.7889; p≈2.5ktok/10.1kch
Ctx: direct ACP session 306.2k; active 306.2k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


Yeah, probably too late for that specific turn.

The log says the `apply_patch` call was still pending when the **overall direct ACP timeout** hit at about **1830s**, so even if you granted afterward, that particular turn was already dead.

So:
- **approval itself:** likely fine
- **that turn:** already expired

The fix is just to retry in a fresh turn now that you’re present.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 24.7s
Time: model 22.8s, overhead 2.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 315.0k o 90 est $0.7889; p≈2.5ktok/10.1kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


Okay please retry


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.2s
Time: overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87


* 🟡 Working
Stage: direct ACP load session start (1.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 87
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.7s
Time: model 5.0s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.4s
Time: model 10.7s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: direct ACP first session update (7.0s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first tool update (9.6s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_vQUYlgONwv62jGqIsRhibfk


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.9s
Time: model 16.2s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- todowrite / pending / call_vQUYlgONwv62jGqIsRhibfk
- todowrite / in_progress / call_vQUYlgONwv62jGqIsRhibfk
- 3 todos / completed / call_vQUYlgONwv62jGqIsRhibfk
- apply_patch / pending / call_fhx7qMnWUgc0H53eTRbZAMk


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.2s
Time: model 21.5s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 28.6s
Time: model 26.9s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.1s
Time: model 32.4s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 39.6s
Time: model 37.9s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 45.1s
Time: model 43.4s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 50.6s
Time: model 48.8s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 29.2%; usable 33.2%; observed turns 58; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 56.1s
Time: model 54.4s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 61.6s
Time: model 59.9s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- todowrite / pending / call_vQUYlgONwv62jGqIsRhibfk
- todowrite / in_progress / call_vQUYlgONwv62jGqIsRhibfk
- 3 todos / completed / call_vQUYlgONwv62jGqIsRhibfk
- apply_patch / pending / call_fhx7qMnWUgc0H53eTRbZAMk
- apply_patch / in_progress / call_fhx7qMnWUgc0H53eTRbZAMk


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 67.1s
Time: model 65.4s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 72.7s
Time: model 71.0s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 78.2s
Time: model 76.5s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟠 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 82.4s
Time: model 80.7s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈2.2ktok/8.9kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🔴 Failed
Stage: model/tool run failed
Model: openai/gpt-5.4
Elapsed: 82.5s
Time: model 80.7s
Cause: direct ACP client failed
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


* 🔴 Failed
Stage: no final answer
Model: openai/gpt-5.4
Elapsed: 82.7s
Time: model 80.7s
Cause: direct ACP client failed
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


⚠ Matrix-lite did not receive a final answer for this request. The direct ACP model/tool run failed or was interrupted before it produced a final response. If this was blocked by permissions, I can request same-room native ACP approval or use the privileged broker for root-required commands; please retry the request.


* 🔴 Failed
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 82.9s
Time: model 80.7s, overhead 2.2s
Cause: direct ACP client failed
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈2.2ktok/8.9kch
Ctx: direct ACP p≈2.2ktok; ctx 30.0%; usable 34.2%; observed turns 59; actual turns 88


Something is falling again


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 88


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 88


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 88


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 88


* 🟡 Working
Stage: direct ACP load session start (1.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 88
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.7s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.4s
Time: model 10.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.9s
Time: model 16.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.3s
Time: model 21.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 28.8s
Time: model 27.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.3s
Time: model 32.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: direct ACP first session update (31.4s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (31.4s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 40.1s
Time: model 38.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, looks like it.

This one doesn’t look like “you were too slow to approve” anymore — it looks more like the direct ACP client path itself is wobbling again.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 42.0s
Time: model 40.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 313.6k o 41 cache 6.7k/2% est $0.7845; p≈2.1ktok/8.6kch
Ctx: direct ACP session 315.1k; active 315.1k; p≈2.5ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


Yeah, looks like it.

This one doesn’t look like “you were too slow to approve” anymore — it looks more like the direct ACP client path itself is wobbling again.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 42.5s
Time: model 40.3s, overhead 2.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 313.6k o 41 cache 6.7k/2% est $0.7845; p≈2.1ktok/8.6kch
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


But it seems to be related to tools normal turns are fine-ish


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.3ktok/9.2kch
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 89
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.5s)
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.8s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.3ktok/9.2kch
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Waiting for first model/tool update…


* 🟡 Working
Stage: direct ACP prompt started (4.5s)
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first session update (5.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (5.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.9s
Time: model 11.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.3ktok/9.2kch
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, that fits the pattern better.

So the failure is probably not:
- general chatting
- plain answer generation
- whole-session collapse

More likely it’s something in the **tool execution / tool-bridging path**:
- tool call lifecycle
- permission/g


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.8s
Time: model 17.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.3ktok/9.2kch
Ctx: direct ACP session 320.3k; active 313.6k; cache 6.7k/2%; p≈2.1ktok; ctx 30.0%; usable 34.2%; observed turns 60; actual turns 90


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, that fits the pattern better.

So the failure is probably not:
- general chatting
- plain answer generation
- whole-session collapse

More likely it’s something in the **tool execution / tool-bridging path**:
- tool call lifecycle
- permission/gating resume
- direct ACP client handling around tool events
- or post-tool finalization

That’s actually a much better diagnosis than just “the client is bad.” It narrows the problem.