* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_JrndZ9ZI1jYrhx8pFR34xTc | todowrite / in_progress / call_JrndZ9ZI1jYrhx8pFR34xTc | 3 todos / completed / call_JrndZ9ZI1jYrhx8pFR34xTc


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.4s
Time: model 16.1s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_JrndZ9ZI1jYrhx8pFR34xTc | todowrite / in_progress / call_JrndZ9ZI1jYrhx8pFR34xTc | 3 todos / completed / call_JrndZ9ZI1jYrhx8pFR34xTc | glob / pending / call_P02ClTjZzBu4ueTdXIPcXlg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / in_progress / call_JrndZ9ZI1jYrhx8pFR34xTc | 3 todos / completed / call_JrndZ9ZI1jYrhx8pFR34xTc | glob / pending / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_P02ClTjZzBu4ueTdXIPcXlg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: 3 todos / completed / call_JrndZ9ZI1jYrhx8pFR34xTc | glob / pending / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_P02ClTjZzBu4ueTdXIPcXlg | glob / pending / call_QYOxArb7dp6ycrLcxDtVQA6


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_P02ClTjZzBu4ueTdXIPcXlg | glob / pending / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_P02ClTjZzBu4ueTdXIPcXlg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / in_progress / call_P02ClTjZzBu4ueTdXIPcXlg | glob / pending / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_QYOxArb7dp6ycrLcxDtVQA6


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_QYOxArb7dp6ycrLcxDtVQA6 | glob / pending / call_7fOoopUCX2j400scpCYxB5t


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app / completed / call_P02ClTjZzBu4ueTdXIPcXlg | glob / in_progress / call_QYOxArb7dp6ycrLcxDtVQA6 | glob / pending / call_7fOoopUCX2j400scpCYxB5t | glob / in_progress / call_7fOoopUCX2j400scpCYxB5t


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / in_progress / call_QYOxArb7dp6ycrLcxDtVQA6 | glob / pending / call_7fOoopUCX2j400scpCYxB5t | glob / in_progress / call_7fOoopUCX2j400scpCYxB5t | ../../app / completed / call_QYOxArb7dp6ycrLcxDtVQA6


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_7fOoopUCX2j400scpCYxB5t | glob / in_progress / call_7fOoopUCX2j400scpCYxB5t | ../../app / completed / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_7fOoopUCX2j400scpCYxB5t


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 22.8s
Time: model 21.4s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / in_progress / call_7fOoopUCX2j400scpCYxB5t | ../../app / completed / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_7fOoopUCX2j400scpCYxB5t | read / pending / call_rAehcutGcd2Oju9zifzhPZv


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app / completed / call_QYOxArb7dp6ycrLcxDtVQA6 | ../../app / completed / call_7fOoopUCX2j400scpCYxB5t | read / pending / call_rAehcutGcd2Oju9zifzhPZv | read / in_progress / call_rAehcutGcd2Oju9zifzhPZv


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app / completed / call_7fOoopUCX2j400scpCYxB5t | read / pending / call_rAehcutGcd2Oju9zifzhPZv | read / in_progress / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_x2xgEuA9DFxMI4lUEA9ACiL


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_rAehcutGcd2Oju9zifzhPZv | read / in_progress / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_x2xgEuA9DFxMI4lUEA9ACiL | read / in_progress / call_x2xgEuA9DFxMI4lUEA9ACiL


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_x2xgEuA9DFxMI4lUEA9ACiL | read / in_progress / call_x2xgEuA9DFxMI4lUEA9ACiL | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_rAehcutGcd2Oju9zifzhPZv


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_x2xgEuA9DFxMI4lUEA9ACiL | read / in_progress / call_x2xgEuA9DFxMI4lUEA9ACiL | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_01eiUfGPVJ7jtYJcCBnItaK


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_x2xgEuA9DFxMI4lUEA9ACiL | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_01eiUfGPVJ7jtYJcCBnItaK | read / in_progress / call_01eiUfGPVJ7jtYJcCBnItaK


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat.opencode.json / completed / call_rAehcutGcd2Oju9zifzhPZv | read / pending / call_01eiUfGPVJ7jtYJcCBnItaK | read / in_progress / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/bin/matrix-lite-persistent-chat / completed / call_01eiUfGPVJ7jtYJcCBnItaK


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_01eiUfGPVJ7jtYJcCBnItaK | read / in_progress / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/bin/matrix-lite-persistent-chat / completed / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_x2xgEuA9DFxMI4lUEA9ACiL


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 28.6s
Time: model 27.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/bin/matrix-lite-persistent-chat / completed / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_x2xgEuA9DFxMI4lUEA9ACiL | grep / pending / call_foJgYUQrxDTjG7pCJTIz5nh


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/bin/matrix-lite-persistent-chat / completed / call_01eiUfGPVJ7jtYJcCBnItaK | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_x2xgEuA9DFxMI4lUEA9ACiL | grep / pending / call_foJgYUQrxDTjG7pCJTIz5nh | grep / in_progress / call_foJgYUQrxDTjG7pCJTIz5nh


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_x2xgEuA9DFxMI4lUEA9ACiL | grep / pending / call_foJgYUQrxDTjG7pCJTIz5nh | grep / in_progress / call_foJgYUQrxDTjG7pCJTIz5nh | grep / pending / call_Lg6wzXmJ7FlT5MdnFXSpM2y


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / pending / call_foJgYUQrxDTjG7pCJTIz5nh | grep / in_progress / call_foJgYUQrxDTjG7pCJTIz5nh | grep / pending / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / in_progress / call_Lg6wzXmJ7FlT5MdnFXSpM2y


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / in_progress / call_foJgYUQrxDTjG7pCJTIz5nh | grep / pending / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / in_progress / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / pending / call_1K2kWdmfukhiOIMW2S4JyM3


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / pending / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / in_progress / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / pending / call_1K2kWdmfukhiOIMW2S4JyM3 | grep / in_progress / call_1K2kWdmfukhiOIMW2S4JyM3


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / in_progress / call_Lg6wzXmJ7FlT5MdnFXSpM2y | grep / pending / call_1K2kWdmfukhiOIMW2S4JyM3 | grep / in_progress / call_1K2kWdmfukhiOIMW2S4JyM3 | You are Persistent Assistant|Persistent Assistant, a persistent Matrix chat agen / completed / call_foJgYUQrxDTjG7pCJTIz5nh


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 33.9s
Time: model 32.5s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / pending / call_1K2kWdmfukhiOIMW2S4JyM3 | grep / in_progress / call_1K2kWdmfukhiOIMW2S4JyM3 | You are Persistent Assistant|Persistent Assistant, a persistent Matrix chat agen / completed / call_foJgYUQrxDTjG7pCJTIz5nh | current runtime facts|discussed or hypothetical options|actions actually taken|D / completed / call_Lg6wzXmJ7FlT5MdnFXSpM2y


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / in_progress / call_1K2kWdmfukhiOIMW2S4JyM3 | You are Persistent Assistant|Persistent Assistant, a persistent Matrix chat agen / completed / call_foJgYUQrxDTjG7pCJTIz5nh | current runtime facts|discussed or hypothetical options|actions actually taken|D / completed / call_Lg6wzXmJ7FlT5MdnFXSpM2y | persistent-chat/character.json|character.json|system_prompt / completed / call_1K2kWdmfukhiOIMW2S4JyM3


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: You are Persistent Assistant|Persistent Assistant, a persistent Matrix chat agen / completed / call_foJgYUQrxDTjG7pCJTIz5nh | current runtime facts|discussed or hypothetical options|actions actually taken|D / completed / call_Lg6wzXmJ7FlT5MdnFXSpM2y | persistent-chat/character.json|character.json|system_prompt / completed / call_1K2kWdmfukhiOIMW2S4JyM3 | read / pending / call_tWJBoGvTKySDdNJ5GUUFnO2


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: current runtime facts|discussed or hypothetical options|actions actually taken|D / completed / call_Lg6wzXmJ7FlT5MdnFXSpM2y | persistent-chat/character.json|character.json|system_prompt / completed / call_1K2kWdmfukhiOIMW2S4JyM3 | read / pending / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / in_progress / call_tWJBoGvTKySDdNJ5GUUFnO2


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent-chat/character.json|character.json|system_prompt / completed / call_1K2kWdmfukhiOIMW2S4JyM3 | read / pending / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / in_progress / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / pending / call_hGDYAzdgvzURNBlpzo5RGav


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / in_progress / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / pending / call_hGDYAzdgvzURNBlpzo5RGav | read / in_progress / call_hGDYAzdgvzURNBlpzo5RGav


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_tWJBoGvTKySDdNJ5GUUFnO2 | read / pending / call_hGDYAzdgvzURNBlpzo5RGav | read / in_progress / call_hGDYAzdgvzURNBlpzo5RGav | read / pending / call_h4cnf88d0oeD9M18kAWohKK


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_hGDYAzdgvzURNBlpzo5RGav | read / in_progress / call_hGDYAzdgvzURNBlpzo5RGav | read / pending / call_h4cnf88d0oeD9M18kAWohKK | read / in_progress / call_h4cnf88d0oeD9M18kAWohKK


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_hGDYAzdgvzURNBlpzo5RGav | read / pending / call_h4cnf88d0oeD9M18kAWohKK | read / in_progress / call_h4cnf88d0oeD9M18kAWohKK | ../../app/prompts/persistent-chat/bootstrap.md / completed / call_tWJBoGvTKySDdNJ5GUUFnO2


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 39.5s
Time: model 38.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_h4cnf88d0oeD9M18kAWohKK | read / in_progress / call_h4cnf88d0oeD9M18kAWohKK | ../../app/prompts/persistent-chat/bootstrap.md / completed / call_tWJBoGvTKySDdNJ5GUUFnO2 | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_hGDYAzdgvzURNBlpzo5RGav


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_h4cnf88d0oeD9M18kAWohKK | ../../app/prompts/persistent-chat/bootstrap.md / completed / call_tWJBoGvTKySDdNJ5GUUFnO2 | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_hGDYAzdgvzURNBlpzo5RGav | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_h4cnf88d0oeD9M18kAWohKK


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/prompts/persistent-chat/bootstrap.md / completed / call_tWJBoGvTKySDdNJ5GUUFnO2 | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_hGDYAzdgvzURNBlpzo5RGav | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_h4cnf88d0oeD9M18kAWohKK | apply_patch / pending / call_Qo36FeEPdEgm09LI0XeM1Rq


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 45.5s
Time: model 44.1s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 50.9s
Time: model 49.6s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 56.4s
Time: model 55.1s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 61.9s
Time: model 60.5s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 11.3%; usable 11.5%; observed turns 24; actual turns 28


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat.opencode.json / completed / call_hGDYAzdgvzURNBlpzo5RGav | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_h4cnf88d0oeD9M18kAWohKK | apply_patch / pending / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / in_progress / call_Qo36FeEPdEgm09LI0XeM1Rq


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_h4cnf88d0oeD9M18kAWohKK | apply_patch / pending / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / in_progress / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / failed / call_Qo36FeEPdEgm09LI0XeM1Rq


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 67.4s
Time: model 66.0s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 72.7s
Time: model 71.3s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / pending / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / in_progress / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / failed / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / pending / call_UJQt24PFJxfBaCtbY9ucMY1


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 78.1s
Time: model 76.7s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / in_progress / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / failed / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / pending / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / in_progress / call_UJQt24PFJxfBaCtbY9ucMY1


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / failed / call_Qo36FeEPdEgm09LI0XeM1Rq | apply_patch / pending / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / in_progress / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / failed / call_UJQt24PFJxfBaCtbY9ucMY1


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 83.6s
Time: model 82.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / pending / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / in_progress / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / failed / call_UJQt24PFJxfBaCtbY9ucMY1 | grep / pending / call_uJvwqy5YgDCDw3k2SpcZitr


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / in_progress / call_UJQt24PFJxfBaCtbY9ucMY1 | apply_patch / failed / call_UJQt24PFJxfBaCtbY9ucMY1 | grep / pending / call_uJvwqy5YgDCDw3k2SpcZitr | grep / in_progress / call_uJvwqy5YgDCDw3k2SpcZitr


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / failed / call_UJQt24PFJxfBaCtbY9ucMY1 | grep / pending / call_uJvwqy5YgDCDw3k2SpcZitr | grep / in_progress / call_uJvwqy5YgDCDw3k2SpcZitr | bootstrap.md|prompts/persistent-chat|Persistent-chat main profile for Matrix-lit / completed / call_uJvwqy5YgDCDw3k2SpcZitr


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 89.1s
Time: model 87.7s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 94.6s
Time: model 93.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 100.0s
Time: model 98.6s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / pending / call_uJvwqy5YgDCDw3k2SpcZitr | grep / in_progress / call_uJvwqy5YgDCDw3k2SpcZitr | bootstrap.md|prompts/persistent-chat|Persistent-chat main profile for Matrix-lit / completed / call_uJvwqy5YgDCDw3k2SpcZitr | bash / pending / call_6cZ64HoixjGoNdIYcP5zgME


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 105.5s
Time: model 104.1s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 111.0s
Time: model 109.6s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: grep / in_progress / call_uJvwqy5YgDCDw3k2SpcZitr | bootstrap.md|prompts/persistent-chat|Persistent-chat main profile for Matrix-lit / completed / call_uJvwqy5YgDCDw3k2SpcZitr | bash / pending / call_6cZ64HoixjGoNdIYcP5zgME | bash / in_progress / call_6cZ64HoixjGoNdIYcP5zgME


🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28
Label: persistent-chat


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bootstrap.md|prompts/persistent-chat|Persistent-chat main profile for Matrix-lit / completed / call_uJvwqy5YgDCDw3k2SpcZitr | bash / pending / call_6cZ64HoixjGoNdIYcP5zgME | bash / in_progress / call_6cZ64HoixjGoNdIYcP5zgME | bash / failed / call_6cZ64HoixjGoNdIYcP5zgME


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 116.0s
Time: model 114.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28
Label: persistent-chat


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / pending / call_6cZ64HoixjGoNdIYcP5zgME | bash / in_progress / call_6cZ64HoixjGoNdIYcP5zgME | bash / failed / call_6cZ64HoixjGoNdIYcP5zgME | read / pending / call_sLPjYct8VLPRMvB6U30yb3o


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / in_progress / call_6cZ64HoixjGoNdIYcP5zgME | bash / failed / call_6cZ64HoixjGoNdIYcP5zgME | read / pending / call_sLPjYct8VLPRMvB6U30yb3o | read / in_progress / call_sLPjYct8VLPRMvB6U30yb3o


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / failed / call_6cZ64HoixjGoNdIYcP5zgME | read / pending / call_sLPjYct8VLPRMvB6U30yb3o | read / in_progress / call_sLPjYct8VLPRMvB6U30yb3o | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_sLPjYct8VLPRMvB6U30yb3o


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_sLPjYct8VLPRMvB6U30yb3o | read / in_progress / call_sLPjYct8VLPRMvB6U30yb3o | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_sLPjYct8VLPRMvB6U30yb3o | read / pending / call_aYzgmTSFAwTRrpWvZMTPeUH


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_sLPjYct8VLPRMvB6U30yb3o | ../../app/config/opencode/persistent-chat.opencode.json / completed / call_sLPjYct8VLPRMvB6U30yb3o | read / pending / call_aYzgmTSFAwTRrpWvZMTPeUH | read / in_progress / call_aYzgmTSFAwTRrpWvZMTPeUH


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat.opencode.json / completed / call_sLPjYct8VLPRMvB6U30yb3o | read / pending / call_aYzgmTSFAwTRrpWvZMTPeUH | read / in_progress / call_aYzgmTSFAwTRrpWvZMTPeUH | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_aYzgmTSFAwTRrpWvZMTPeUH


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 121.5s
Time: model 120.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_aYzgmTSFAwTRrpWvZMTPeUH | read / in_progress / call_aYzgmTSFAwTRrpWvZMTPeUH | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_aYzgmTSFAwTRrpWvZMTPeUH | apply_patch / pending / call_OVaDKiMcdvYjpHXsbHbqYgT


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 126.8s
Time: model 125.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 132.3s
Time: model 130.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_aYzgmTSFAwTRrpWvZMTPeUH | ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_aYzgmTSFAwTRrpWvZMTPeUH | apply_patch / pending / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / in_progress / call_OVaDKiMcdvYjpHXsbHbqYgT


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../app/config/opencode/persistent-chat-reflection.opencode.json / completed / call_aYzgmTSFAwTRrpWvZMTPeUH | apply_patch / pending / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / in_progress / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / failed / call_OVaDKiMcdvYjpHXsbHbqYgT


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 137.8s
Time: model 136.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 143.2s
Time: model 141.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / pending / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / in_progress / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / failed / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / pending / call_Pr0ZMJILIZEZSCbklBBrAhe


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 148.7s
Time: model 147.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28
Label: persistent-chat


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: apply_patch / in_progress / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / failed / call_OVaDKiMcdvYjpHXsbHbqYgT | apply_patch / pending / call_Pr0ZMJILIZEZSCbklBBrAhe | apply_patch / in_progress / call_Pr0ZMJILIZEZSCbklBBrAhe


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779663973-perm-1779663972650-1
Summary: OpenCode requests edit for edit
Tool: edit
Input (OpenCode did not provide a clearer path/command):
```
{"filepath":"../../app/prompts/persistent-chat/bootstrap.md, ../../app/AGENTS.md","diff":"Index: /home/matrix-lite/app/prompts/persistent-chat/bootstrap.md\n===================================================================\n--- /home/matrix-lite/app/prompts/persistent-chat/bootstrap.md\n+++ /home/matrix-lite/app/prompts/persistent-chat/bootstrap.md\n@@ -11,8 +11,9 @@\n - Recent room-local conversation is the conversational tail.\n - The per-turn packet is immediate continuity/operational context. It is intentionally compact and may include guardrails plus a deduped recent tail.\n - The session packet, continuity summary, curated memory, pinned notes, decision state, and reflection notes are reload-recovery context.\n - Explicit recent user corrections outrank older curated notes. If context conflicts, prefer recent confirmed facts and mention uncertainty briefly only when it matters.\n+- Distinguish current runtime facts, discussed or hypothetical options, and actions actually taken; do not present discussed or hypothetical model/tool facts as current session state.\n - Failure/status-only messages are operational signals, not conversational content. Do not repeat them as if they
```
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 154.1s
Time: model 152.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 159.6s
Time: model 158.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 165.1s
Time: model 163.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 170.6s
Time: model 169.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 176.1s
Time: model 174.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 181.5s
Time: model 180.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 187.0s
Time: model 185.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 192.4s
Time: model 191.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 197.9s
Time: model 196.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 203.4s
Time: model 202.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 208.8s
Time: model 207.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 214.3s
Time: model 212.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 219.7s
Time: model 218.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 225.1s
Time: model 223.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 230.6s
Time: model 229.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 236.1s
Time: model 234.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 241.5s
Time: model 240.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 247.0s
Time: model 245.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 252.4s
Time: model 251.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 257.8s
Time: model 256.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 263.2s
Time: model 261.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 268.7s
Time: model 267.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 274.1s
Time: model 272.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 279.5s
Time: model 278.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 285.0s
Time: model 283.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 290.4s
Time: model 289.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 295.8s
Time: model 294.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 301.3s
Time: model 299.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 306.7s
Time: model 305.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 312.1s
Time: model 310.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 317.6s
Time: model 316.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 323.1s
Time: model 321.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 328.5s
Time: model 327.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 333.9s
Time: model 332.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 339.4s
Time: model 338.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 344.8s
Time: model 343.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 350.3s
Time: model 348.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 355.7s
Time: model 354.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 361.2s
Time: model 359.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 366.6s
Time: model 365.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 372.1s
Time: model 370.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; ctx 12.5%; usable 12.7%; observed turns 27; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 377.5s
Time: model 376.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 382.8s
Time: model 381.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 388.2s
Time: model 386.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 393.7s
Time: model 392.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 399.1s
Time: model 397.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 404.5s
Time: model 403.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 410.0s
Time: model 408.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 415.4s
Time: model 414.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 420.9s
Time: model 419.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 426.4s
Time: model 425.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 431.8s
Time: model 430.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 437.2s
Time: model 435.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 442.7s
Time: model 441.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 448.1s
Time: model 446.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 453.5s
Time: model 452.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 459.0s
Time: model 457.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 464.5s
Time: model 463.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 470.0s
Time: model 468.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 475.4s
Time: model 474.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 480.9s
Time: model 479.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 486.3s
Time: model 484.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 491.8s
Time: model 490.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 497.3s
Time: model 495.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 502.7s
Time: model 501.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 508.1s
Time: model 506.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 513.6s
Time: model 512.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 519.0s
Time: model 517.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 524.5s
Time: model 523.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 529.9s
Time: model 528.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 535.4s
Time: model 534.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 540.8s
Time: model 539.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 546.2s
Time: model 544.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 551.6s
Time: model 550.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 557.2s
Time: model 555.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 562.6s
Time: model 561.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 568.1s
Time: model 566.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 573.6s
Time: model 572.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 579.0s
Time: model 577.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 584.4s
Time: model 583.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 589.9s
Time: model 588.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 595.3s
Time: model 593.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 600.7s
Time: model 599.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 606.2s
Time: model 604.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 611.6s
Time: model 610.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 617.0s
Time: model 615.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 622.5s
Time: model 621.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 627.9s
Time: model 626.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 633.4s
Time: model 632.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 638.9s
Time: model 637.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 644.3s
Time: model 642.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 649.8s
Time: model 648.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 655.2s
Time: model 653.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 660.6s
Time: model 659.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 666.0s
Time: model 664.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 671.4s
Time: model 670.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 676.9s
Time: model 675.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 682.3s
Time: model 681.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 687.8s
Time: model 686.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 693.2s
Time: model 691.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 698.6s
Time: model 697.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 704.0s
Time: model 702.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 709.5s
Time: model 708.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 714.9s
Time: model 713.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 720.3s
Time: model 719.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 725.8s
Time: model 724.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 731.2s
Time: model 729.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 736.6s
Time: model 735.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 742.1s
Time: model 740.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 747.5s
Time: model 746.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 753.0s
Time: model 751.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 758.4s
Time: model 757.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 763.9s
Time: model 762.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 769.3s
Time: model 767.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 774.7s
Time: model 773.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 780.2s
Time: model 778.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 785.6s
Time: model 784.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 791.0s
Time: model 789.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 796.4s
Time: model 795.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 801.9s
Time: model 800.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 807.3s
Time: model 805.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 812.7s
Time: model 811.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 818.2s
Time: model 816.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 823.6s
Time: model 822.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 829.0s
Time: model 827.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 834.4s
Time: model 833.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 839.9s
Time: model 838.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 845.3s
Time: model 844.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 850.7s
Time: model 849.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 856.1s
Time: model 854.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 861.5s
Time: model 860.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 867.0s
Time: model 865.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 872.4s
Time: model 871.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 877.8s
Time: model 876.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 883.3s
Time: model 881.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 888.7s
Time: model 887.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 894.1s
Time: model 892.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 899.6s
Time: model 898.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 905.0s
Time: model 903.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 910.4s
Time: model 909.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 915.9s
Time: model 914.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 921.3s
Time: model 919.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 926.7s
Time: model 925.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 932.1s
Time: model 930.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 937.5s
Time: model 936.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 943.0s
Time: model 941.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 948.5s
Time: model 947.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 953.9s
Time: model 952.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 959.3s
Time: model 958.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 964.7s
Time: model 963.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 970.1s
Time: model 968.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 975.6s
Time: model 974.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 981.0s
Time: model 979.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 986.5s
Time: model 985.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 991.9s
Time: model 990.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 997.3s
Time: model 996.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1002.7s
Time: model 1001.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1008.1s
Time: model 1006.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1013.6s
Time: model 1012.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1019.0s
Time: model 1017.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1024.4s
Time: model 1023.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1029.8s
Time: model 1028.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1035.2s
Time: model 1033.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1040.6s
Time: model 1039.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1046.1s
Time: model 1044.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1051.5s
Time: model 1050.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1056.9s
Time: model 1055.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1062.3s
Time: model 1061.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1067.8s
Time: model 1066.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1073.2s
Time: model 1071.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1078.8s
Time: model 1077.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1084.2s
Time: model 1082.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1089.6s
Time: model 1088.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1095.0s
Time: model 1093.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1100.5s
Time: model 1099.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1105.9s
Time: model 1104.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1111.4s
Time: model 1110.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1116.8s
Time: model 1115.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1122.2s
Time: model 1120.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1127.6s
Time: model 1126.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1133.0s
Time: model 1131.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1138.5s
Time: model 1137.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1144.0s
Time: model 1142.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1149.4s
Time: model 1148.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1154.8s
Time: model 1153.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1160.2s
Time: model 1158.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1165.6s
Time: model 1164.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1171.1s
Time: model 1169.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1176.5s
Time: model 1175.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1182.1s
Time: model 1180.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1187.5s
Time: model 1186.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1192.9s
Time: model 1191.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1198.3s
Time: model 1197.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1203.8s
Time: model 1202.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1209.3s
Time: model 1207.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1214.7s
Time: model 1213.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1220.1s
Time: model 1218.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1225.6s
Time: model 1224.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1231.0s
Time: model 1229.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1236.4s
Time: model 1235.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1241.9s
Time: model 1240.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1247.3s
Time: model 1246.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1252.8s
Time: model 1251.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1258.2s
Time: model 1256.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1263.6s
Time: model 1262.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1269.0s
Time: model 1267.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1274.4s
Time: model 1273.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1279.8s
Time: model 1278.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1285.2s
Time: model 1283.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1290.6s
Time: model 1289.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1296.1s
Time: model 1294.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1301.5s
Time: model 1300.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1307.0s
Time: model 1305.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1312.4s
Time: model 1311.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1317.8s
Time: model 1316.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1323.3s
Time: model 1321.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1328.7s
Time: model 1327.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1334.1s
Time: model 1332.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1339.7s
Time: model 1338.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1345.1s
Time: model 1343.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1350.6s
Time: model 1349.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1356.1s
Time: model 1354.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1361.5s
Time: model 1360.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1366.9s
Time: model 1365.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1372.4s
Time: model 1371.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1377.8s
Time: model 1376.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1383.3s
Time: model 1381.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1388.7s
Time: model 1387.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1394.2s
Time: model 1392.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1399.6s
Time: model 1398.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1405.1s
Time: model 1403.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1410.5s
Time: model 1409.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1416.0s
Time: model 1414.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1421.4s
Time: model 1420.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1426.8s
Time: model 1425.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1432.3s
Time: model 1430.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1437.7s
Time: model 1436.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1443.1s
Time: model 1441.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1448.6s
Time: model 1447.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1454.0s
Time: model 1452.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1459.4s
Time: model 1458.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1464.9s
Time: model 1463.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1470.4s
Time: model 1469.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1475.8s
Time: model 1474.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1481.2s
Time: model 1479.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1486.7s
Time: model 1485.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1492.1s
Time: model 1490.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1497.5s
Time: model 1496.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1502.9s
Time: model 1501.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1508.4s
Time: model 1507.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1513.8s
Time: model 1512.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1519.2s
Time: model 1517.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1524.6s
Time: model 1523.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1530.1s
Time: model 1528.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1535.6s
Time: model 1534.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1541.0s
Time: model 1539.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1546.4s
Time: model 1545.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1551.8s
Time: model 1550.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1557.2s
Time: model 1555.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1562.7s
Time: model 1561.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1568.1s
Time: model 1566.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1573.5s
Time: model 1572.1s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1578.9s
Time: model 1577.5s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1584.4s
Time: model 1583.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1589.8s
Time: model 1588.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1595.3s
Time: model 1593.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1600.7s
Time: model 1599.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1606.1s
Time: model 1604.8s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1611.6s
Time: model 1610.2s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1617.0s
Time: model 1615.6s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1622.4s
Time: model 1621.0s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1627.8s
Time: model 1626.4s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1633.2s
Time: model 1631.9s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1638.7s
Time: model 1637.3s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1644.1s
Time: model 1642.7s, overhead 1.0s
Label: persistent-chat
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 130.9k; active 124.3k; cache 6.7k/5%; p≈3.3ktok; actual turns 28