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

Looks like the previous turn got interrupted before I could finish the reply, not because your idea was bad. Short version: I agree with you — either fix async timer/report-back properly, or re-enable sync subagents as the practical fallback.

If you want, I can keep it very simple next turn and do just one of these:
- inspect timer/report-back path
- inspect what would re-enable sync subagents


* 🟠 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 20.5s
Time: model 18.6s, overhead 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 31.2k o 94 cache 6.7k/18% est $0.0793; p≈2.2ktok/8.7kch
Ctx: direct ACP session 36.0k; active 29.4k; cache 6.7k/19%; p≈2.8ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* 🔴 Failed
Stage: model/tool run failed
Model: openai/gpt-5.4
Elapsed: 21.2s
Time: model 18.6s
Cause: direct ACP client produced a suspiciously truncated final message: possible_mid_sentence_cutoff
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 36.0k; active 29.4k; cache 6.7k/19%; p≈2.8ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* 🔴 Failed
Stage: no final answer
Model: openai/gpt-5.4
Elapsed: 21.5s
Time: model 18.6s
Cause: direct ACP client produced a suspiciously truncated final message: possible_mid_sentence_cutoff
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 36.0k; active 29.4k; cache 6.7k/19%; p≈2.8ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


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


* 🔴 Failed
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 22.1s
Time: model 18.6s, overhead 3.5s
Cause: direct ACP client produced a suspiciously truncated final message: possible_mid_sentence_cutoff
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 31.2k o 94 cache 6.7k/18% est $0.0793; p≈2.2ktok/8.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


You are again breaking up. I can see your draft but no final text


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.4s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9


* 🟡 Working
Stage: direct ACP load session start (1.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 9
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.8s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


* 🟡 Working
Stage: direct ACP first session update (4.3s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (4.3s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.5s
Time: model 10.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


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

That means the model is drafting, but the turn is failing


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

That means the model is drafting, but the turn is failing before the final answer gets committed. So the problem is not just “bad wording,” it’s a delivery/f


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

That means the model is drafting, but the turn is failing before the final answer gets committed. So the problem is not just “bad wording,” it’s a delivery/finalization failure again.

For now I’ll keep replies shorter and avoid anything fancy.
And yes: your


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.5s
Time: model 16.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


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

That means the model is drafting, but the turn is failing before the final answer gets committed. So the problem is not just “bad wording,” it’s a delivery/finalization failure again.

For now I’ll keep replies shorter and avoid anything fancy.
And yes: your earlier point stands — we should investigate either:
- final-message delivery failure, or


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

That means the model is drafting, but the turn is failing before the final answer gets committed. So the problem is not just “bad wording,” it’s a delivery/finalization failure again.

For now I’ll keep replies shorter and avoid anything fancy.
And yes: your earlier point stands — we should investigate either:
- final-message delivery failure, or
- re-enable sync subagents as a fallback.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 21.0s
Time: model 19.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 33.5k o 95 t 25 cache 6.7k/17% est $0.0856; p≈2.4ktok/9.7kch
Ctx: direct ACP session 37.9k; active 31.3k; cache 6.7k/18%; p≈2.2ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


Yeah — I see it.

That means the model is drafting, but the turn is failing before the final answer gets committed. So the problem is not just “bad wording,” it’s a delivery/finalization failure again.

For now I’ll keep replies shorter and avoid anything fancy.
And yes: your earlier point stands — we should investigate either:
- final-message delivery failure, or
- re-enable sync subagents as a fallback.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 21.8s
Time: model 19.2s, overhead 2.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 33.5k o 95 t 25 cache 6.7k/17% est $0.0856; p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


Why is it failing? Now that we are using a fancy model you can actually investigate


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 10
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.8s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.5s
Time: model 10.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 🟡 Working
Stage: direct ACP first session update (7.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first tool update (7.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_XV6TSGyIznTBTVh8NYwGgo9


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_XV6TSGyIznTBTVh8NYwGgo9 | todowrite / in_progress / call_XV6TSGyIznTBTVh8NYwGgo9


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_XV6TSGyIznTBTVh8NYwGgo9 | todowrite / in_progress / call_XV6TSGyIznTBTVh8NYwGgo9 | 3 todos / completed / call_XV6TSGyIznTBTVh8NYwGgo9


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.9s
Time: model 16.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_XV6TSGyIznTBTVh8NYwGgo9 | todowrite / in_progress / call_XV6TSGyIznTBTVh8NYwGgo9 | 3 todos / completed / call_XV6TSGyIznTBTVh8NYwGgo9 | matrix_lite_status_runtime_debug_report / pending / call_n4dFkFuq8BZEf2ZExIdGwng


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / in_progress / call_XV6TSGyIznTBTVh8NYwGgo9 | 3 todos / completed / call_XV6TSGyIznTBTVh8NYwGgo9 | matrix_lite_status_runtime_debug_report / pending / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_runtime_debug_report / in_progress / call_n4dFkFuq8BZEf2ZExIdGwng


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: 3 todos / completed / call_XV6TSGyIznTBTVh8NYwGgo9 | matrix_lite_status_runtime_debug_report / pending / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_runtime_debug_report / in_progress / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_search_session_logs / pending / call_VW8L9RkY9HnfydZ1FqIeinC


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_runtime_debug_report / pending / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_runtime_debug_report / in_progress / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_search_session_logs / pending / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_search_session_logs / in_progress / call_VW8L9RkY9HnfydZ1FqIeinC


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_runtime_debug_report / in_progress / call_n4dFkFuq8BZEf2ZExIdGwng | matrix_lite_status_search_session_logs / pending / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_search_session_logs / in_progress / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_subagent_status / pending / call_723pV3YEwjJ6zTJoeZDJlrA


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_search_session_logs / in_progress / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_subagent_status / pending / call_723pV3YEwjJ6zTJoeZDJlrA | matrix_lite_status_subagent_status / in_progress / call_723pV3YEwjJ6zTJoeZDJlrA


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_VW8L9RkY9HnfydZ1FqIeinC | matrix_lite_status_subagent_status / pending / call_723pV3YEwjJ6zTJoeZDJlrA | matrix_lite_status_subagent_status / in_progress / call_723pV3YEwjJ6zTJoeZDJlrA | tool / completed / call_n4dFkFuq8BZEf2ZExIdGwng


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.3s
Time: model 21.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_subagent_status / pending / call_723pV3YEwjJ6zTJoeZDJlrA | matrix_lite_status_subagent_status / in_progress / call_723pV3YEwjJ6zTJoeZDJlrA | tool / completed / call_n4dFkFuq8BZEf2ZExIdGwng | tool / completed / call_VW8L9RkY9HnfydZ1FqIeinC


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_subagent_status / in_progress / call_723pV3YEwjJ6zTJoeZDJlrA | tool / completed / call_n4dFkFuq8BZEf2ZExIdGwng | tool / completed / call_VW8L9RkY9HnfydZ1FqIeinC | tool / completed / call_723pV3YEwjJ6zTJoeZDJlrA


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 28.8s
Time: model 27.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_n4dFkFuq8BZEf2ZExIdGwng | tool / completed / call_VW8L9RkY9HnfydZ1FqIeinC | tool / completed / call_723pV3YEwjJ6zTJoeZDJlrA | todowrite / pending / call_mVtKdTK4qVFAps4zbiSXHgM


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_VW8L9RkY9HnfydZ1FqIeinC | tool / completed / call_723pV3YEwjJ6zTJoeZDJlrA | todowrite / pending / call_mVtKdTK4qVFAps4zbiSXHgM | todowrite / in_progress / call_mVtKdTK4qVFAps4zbiSXHgM


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_723pV3YEwjJ6zTJoeZDJlrA | todowrite / pending / call_mVtKdTK4qVFAps4zbiSXHgM | todowrite / in_progress / call_mVtKdTK4qVFAps4zbiSXHgM | 2 todos / completed / call_mVtKdTK4qVFAps4zbiSXHgM


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.3s
Time: model 32.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / pending / call_mVtKdTK4qVFAps4zbiSXHgM | todowrite / in_progress / call_mVtKdTK4qVFAps4zbiSXHgM | 2 todos / completed / call_mVtKdTK4qVFAps4zbiSXHgM | matrix_lite_status_list_session_log_files / pending / call_YdHAJGY4NMNF0xoSt3sskz5


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: todowrite / in_progress / call_mVtKdTK4qVFAps4zbiSXHgM | 2 todos / completed / call_mVtKdTK4qVFAps4zbiSXHgM | matrix_lite_status_list_session_log_files / pending / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_list_session_log_files / in_progress / call_YdHAJGY4NMNF0xoSt3sskz5


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: 2 todos / completed / call_mVtKdTK4qVFAps4zbiSXHgM | matrix_lite_status_list_session_log_files / pending / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_list_session_log_files / in_progress / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_subagent_log / pending / call_cN0v7IC3A4vAEEbUiUDUWAi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / pending / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_list_session_log_files / in_progress / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_subagent_log / pending / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_subagent_log / in_progress / call_cN0v7IC3A4vAEEbUiUDUWAi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / in_progress / call_YdHAJGY4NMNF0xoSt3sskz5 | matrix_lite_status_subagent_log / pending / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_subagent_log / in_progress / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_timer_list / pending / call_FFN6q2ngZHtntb6y9VN0UPu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_subagent_log / pending / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_subagent_log / in_progress / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_timer_list / pending / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_timer_list / in_progress / call_FFN6q2ngZHtntb6y9VN0UPu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_subagent_log / in_progress / call_cN0v7IC3A4vAEEbUiUDUWAi | matrix_lite_status_timer_list / pending / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_timer_list / in_progress / call_FFN6q2ngZHtntb6y9VN0UPu | tool / completed / call_YdHAJGY4NMNF0xoSt3sskz5


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 39.8s
Time: model 38.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_timer_list / pending / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_timer_list / in_progress / call_FFN6q2ngZHtntb6y9VN0UPu | tool / completed / call_YdHAJGY4NMNF0xoSt3sskz5 | tool / completed / call_cN0v7IC3A4vAEEbUiUDUWAi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_timer_list / in_progress / call_FFN6q2ngZHtntb6y9VN0UPu | tool / completed / call_YdHAJGY4NMNF0xoSt3sskz5 | tool / completed / call_cN0v7IC3A4vAEEbUiUDUWAi | tool / completed / call_FFN6q2ngZHtntb6y9VN0UPu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_YdHAJGY4NMNF0xoSt3sskz5 | tool / completed / call_cN0v7IC3A4vAEEbUiUDUWAi | tool / completed / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_search_session_logs / pending / call_0myoPWNGw1yx3TsFzdVqKYU


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_cN0v7IC3A4vAEEbUiUDUWAi | tool / completed / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_search_session_logs / pending / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / in_progress / call_0myoPWNGw1yx3TsFzdVqKYU


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_FFN6q2ngZHtntb6y9VN0UPu | matrix_lite_status_search_session_logs / pending / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / in_progress / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / pending / call_feKjLKPcZf4wcjmLtz1UyQd


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 12.7%; usable 13.7%; observed turns 7; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / in_progress / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / pending / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / in_progress / call_feKjLKPcZf4wcjmLtz1UyQd


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_0myoPWNGw1yx3TsFzdVqKYU | matrix_lite_status_search_session_logs / pending / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / in_progress / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / pending / call_KTEnJKPUB5TXD9t2yXQRbVS


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / in_progress / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / pending / call_KTEnJKPUB5TXD9t2yXQRbVS | matrix_lite_status_search_session_logs / in_progress / call_KTEnJKPUB5TXD9t2yXQRbVS


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 45.8s
Time: model 44.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 51.2s
Time: model 49.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_feKjLKPcZf4wcjmLtz1UyQd | matrix_lite_status_search_session_logs / pending / call_KTEnJKPUB5TXD9t2yXQRbVS | matrix_lite_status_search_session_logs / in_progress / call_KTEnJKPUB5TXD9t2yXQRbVS | tool / completed / call_0myoPWNGw1yx3TsFzdVqKYU


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_KTEnJKPUB5TXD9t2yXQRbVS | matrix_lite_status_search_session_logs / in_progress / call_KTEnJKPUB5TXD9t2yXQRbVS | tool / completed / call_0myoPWNGw1yx3TsFzdVqKYU | tool / completed / call_feKjLKPcZf4wcjmLtz1UyQd


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_KTEnJKPUB5TXD9t2yXQRbVS | tool / completed / call_0myoPWNGw1yx3TsFzdVqKYU | tool / completed / call_feKjLKPcZf4wcjmLtz1UyQd | tool / completed / call_KTEnJKPUB5TXD9t2yXQRbVS


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 57.0s
Time: model 55.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 62.4s
Time: model 60.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_0myoPWNGw1yx3TsFzdVqKYU | tool / completed / call_feKjLKPcZf4wcjmLtz1UyQd | tool / completed / call_KTEnJKPUB5TXD9t2yXQRbVS | bash / pending / call_miFJhbkvOFiKSvw1JbOZMl0


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_feKjLKPcZf4wcjmLtz1UyQd | tool / completed / call_KTEnJKPUB5TXD9t2yXQRbVS | bash / pending / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / in_progress / call_miFJhbkvOFiKSvw1JbOZMl0


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_KTEnJKPUB5TXD9t2yXQRbVS | bash / pending / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / in_progress / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / pending / call_MgwwHkWqVgpDRLwsFB2epp0


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / pending / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / in_progress / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / pending / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / in_progress / call_MgwwHkWqVgpDRLwsFB2epp0


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / in_progress / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / pending / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / in_progress / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / failed / call_miFJhbkvOFiKSvw1JbOZMl0


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / pending / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / in_progress / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / failed / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / failed / call_MgwwHkWqVgpDRLwsFB2epp0


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 68.3s
Time: model 66.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / in_progress / call_MgwwHkWqVgpDRLwsFB2epp0 | bash / failed / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / failed / call_MgwwHkWqVgpDRLwsFB2epp0 | matrix_lite_status_load_session_log_file / pending / call_Ukjo8k8V4XLFkGEPHuIauqc


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / failed / call_miFJhbkvOFiKSvw1JbOZMl0 | bash / failed / call_MgwwHkWqVgpDRLwsFB2epp0 | matrix_lite_status_load_session_log_file / pending / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / in_progress / call_Ukjo8k8V4XLFkGEPHuIauqc


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: bash / failed / call_MgwwHkWqVgpDRLwsFB2epp0 | matrix_lite_status_load_session_log_file / pending / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / in_progress / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / pending / call_hRP1XwBmc525HyLoaQuRDtu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / pending / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / in_progress / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / pending / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / in_progress / call_hRP1XwBmc525HyLoaQuRDtu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / in_progress / call_Ukjo8k8V4XLFkGEPHuIauqc | matrix_lite_status_load_session_log_file / pending / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / in_progress / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / pending / call_JwQmi7FJNE26I0oeP4LUnMw


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / pending / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / in_progress / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / pending / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_load_session_log_file / in_progress / call_JwQmi7FJNE26I0oeP4LUnMw


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / in_progress / call_hRP1XwBmc525HyLoaQuRDtu | matrix_lite_status_load_session_log_file / pending / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_load_session_log_file / in_progress / call_JwQmi7FJNE26I0oeP4LUnMw | tool / completed / call_Ukjo8k8V4XLFkGEPHuIauqc


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 73.8s
Time: model 72.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / pending / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_load_session_log_file / in_progress / call_JwQmi7FJNE26I0oeP4LUnMw | tool / completed / call_Ukjo8k8V4XLFkGEPHuIauqc | tool / completed / call_hRP1XwBmc525HyLoaQuRDtu


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / in_progress / call_JwQmi7FJNE26I0oeP4LUnMw | tool / completed / call_Ukjo8k8V4XLFkGEPHuIauqc | tool / completed / call_hRP1XwBmc525HyLoaQuRDtu | tool / completed / call_JwQmi7FJNE26I0oeP4LUnMw


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_Ukjo8k8V4XLFkGEPHuIauqc | tool / completed / call_hRP1XwBmc525HyLoaQuRDtu | tool / completed / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_list_session_log_files / pending / call_j4epNFde922cbljDoPYCavl


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_hRP1XwBmc525HyLoaQuRDtu | tool / completed / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_list_session_log_files / pending / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / in_progress / call_j4epNFde922cbljDoPYCavl


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_JwQmi7FJNE26I0oeP4LUnMw | matrix_lite_status_list_session_log_files / pending / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / in_progress / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / pending / call_nPghjg17xVhouR2lWhd0TQ8


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / pending / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / in_progress / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / pending / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_list_session_log_files / in_progress / call_nPghjg17xVhouR2lWhd0TQ8


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / in_progress / call_j4epNFde922cbljDoPYCavl | matrix_lite_status_list_session_log_files / pending / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_list_session_log_files / in_progress / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_health_report / pending / call_qTRnE6k8T1k8TNrXnmwZQvD


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / pending / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_list_session_log_files / in_progress / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_health_report / pending / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_health_report / in_progress / call_qTRnE6k8T1k8TNrXnmwZQvD


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 79.6s
Time: model 77.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_list_session_log_files / in_progress / call_nPghjg17xVhouR2lWhd0TQ8 | matrix_lite_status_health_report / pending / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_health_report / in_progress / call_qTRnE6k8T1k8TNrXnmwZQvD | tool / completed / call_j4epNFde922cbljDoPYCavl


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_health_report / pending / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_health_report / in_progress / call_qTRnE6k8T1k8TNrXnmwZQvD | tool / completed / call_j4epNFde922cbljDoPYCavl | tool / completed / call_nPghjg17xVhouR2lWhd0TQ8


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_health_report / in_progress / call_qTRnE6k8T1k8TNrXnmwZQvD | tool / completed / call_j4epNFde922cbljDoPYCavl | tool / completed / call_nPghjg17xVhouR2lWhd0TQ8 | tool / completed / call_qTRnE6k8T1k8TNrXnmwZQvD


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 85.7s
Time: model 83.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_j4epNFde922cbljDoPYCavl | tool / completed / call_nPghjg17xVhouR2lWhd0TQ8 | tool / completed / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_load_session_log_file / pending / call_XjotroOslmBA1fjGQBiNpqU


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_nPghjg17xVhouR2lWhd0TQ8 | tool / completed / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_load_session_log_file / pending / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / in_progress / call_XjotroOslmBA1fjGQBiNpqU


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 91.1s
Time: model 89.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_qTRnE6k8T1k8TNrXnmwZQvD | matrix_lite_status_load_session_log_file / pending / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / in_progress / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / pending / call_plmZppNFcnZ31YieFRyvRus


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / pending / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / in_progress / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / pending / call_plmZppNFcnZ31YieFRyvRus | matrix_lite_status_load_session_log_file / in_progress / call_plmZppNFcnZ31YieFRyvRus


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / in_progress / call_XjotroOslmBA1fjGQBiNpqU | matrix_lite_status_load_session_log_file / pending / call_plmZppNFcnZ31YieFRyvRus | matrix_lite_status_load_session_log_file / in_progress / call_plmZppNFcnZ31YieFRyvRus | tool / completed / call_XjotroOslmBA1fjGQBiNpqU


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / pending / call_plmZppNFcnZ31YieFRyvRus | matrix_lite_status_load_session_log_file / in_progress / call_plmZppNFcnZ31YieFRyvRus | tool / completed / call_XjotroOslmBA1fjGQBiNpqU | tool / completed / call_plmZppNFcnZ31YieFRyvRus


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_load_session_log_file / in_progress / call_plmZppNFcnZ31YieFRyvRus | tool / completed / call_XjotroOslmBA1fjGQBiNpqU | tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 97.2s
Time: model 95.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_XjotroOslmBA1fjGQBiNpqU | tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y


* 🟡 Working
Stage: direct ACP first visible text (93.1s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 103.0s
Time: model 101.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 109.6s
Time: model 107.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 115.7s
Time: model 113.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k /


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 121.8s
Time: model 120.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 128.0s
Time: model 126.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
y run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
ee a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
k to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 134.1s
Time: model 132.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
xt is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer dispatch / report-back path first, because that one already has a very concrete bad state (`fired` but


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer dispatch / report-back path first, because that one already has a very concrete bad state (`fired` but never processed)
- then inspect the direct ACP final-answer handoff path

If you want, I can do the next


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 140.2s
Time: model 138.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
ntime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer dispatch / report-back path first, because that one already has a very concrete bad state (`fired` but never processed)
- then inspect the direct ACP final-answer handoff path

If you want, I can do the next investigation pass specifically on:
- **timer dispatch bug**, or
- **final-answer delivery bug**


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_plmZppNFcnZ31YieFRyvRus | todowrite / pending / call_CxSU6gSeFLNegtCOVdrAT7Y | todowrite / in_progress / call_CxSU6gSeFLNegtCOVdrAT7Y | 0 todos / completed / call_CxSU6gSeFLNegtCOVdrAT7Y
Draft:
time debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer dispatch / report-back path first, because that one already has a very concrete bad state (`fired` but never processed)
- then inspect the direct ACP final-answer handoff path

If you want, I can do the next investigation pass specifically on:
- **timer dispatch bug**, or
- **final-answer delivery bug**.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 142.0s
Time: model 140.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 958 o 426 cache 91.6k/99% est $0.0088; p≈2.4ktok/9.7kch
Ctx: direct ACP session 40.3k; active 33.6k; cache 6.7k/17%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


I checked, and it looks like **two different failure modes** are happening:

1. **Async timer/report-back is broken**
   - Your workflow timer `tmr-6d0a27f985` is `fired`
   - but `delivered_at` is null and `check_count` is still `0`
   - so the timer fired, but the follow-up check/report path did not actually run

2. **Main-turn final delivery is failing after generation**
   - In the OpenCode logs, I can see a real `final_answer` text part being produced for one of the problematic turns
   - the session then goes back to idle normally
   - so the model is not simply hanging every time
   - the break appears to be **after answer generation**, in the bridge/finalization/delivery path

Other useful signals:
- Context is fine: about **40k / 262k**, so this is **not** a context-pressure issue
- The async subagent job `8dd2050c5d6e` is still marked `running`, but its log never progressed beyond session creation
- Runtime debug also showed a **gateway health “connection refused”** signal, even though the service manager still reports the service as active — that suggests either a flapping process, a dead endpoint, or a mismatch between what health is probing and what is actually serving turns

So the short answer is:

**It’s probably not the fancy model itself.**
The stronger evidence points to:
- a **broken workflow timer dispatch/report path**
- and a **separate final-answer delivery/commit bug** between OpenCode session output and the user-visible final message

Best next step:
- inspect the timer dispatch / report-back path first, because that one already has a very concrete bad state (`fired` but never processed)
- then inspect the direct ACP final-answer handoff path

If you want, I can do the next investigation pass specifically on:
- **timer dispatch bug**, or
- **final-answer delivery bug**.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 142.5s
Time: model 140.2s, overhead 2.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 958 o 426 cache 91.6k/99% est $0.0088; p≈2.4ktok/9.7kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


Oh wow, there really are gpt-isms. I see it - I didn't imply that the fancy model was related to the problem, I implied your increased capabilities. But I see often from gpt 'its not x' when x is not related, or 'i will do x rather than obviously inferior opposite'. No offense just interesting


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.7ktok/11.0kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 11
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.6s)
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.7s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.7ktok/11.0kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12


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


* 🟡 Working
Stage: direct ACP prompt started (4.6s)
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.1s
Time: model 10.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.7ktok/11.0kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12


* 🟡 Working
Stage: direct ACP first session update (6.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (6.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair — and no offense taken.

You’re right: that *is* a GPT-ism. It often shows up as:
- denying a thing nobody really claimed
- contrasting with an


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.5s
Time: model 15.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.7ktok/11.0kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair — and no offense taken.

You’re right: that *is* a GPT-ism. It often shows up as:
- denying a thing nobody really claimed
- contrasting with an obviously worse alternative
- adding defensive clarification instead of just tracking the actual implication

In your sentence, the important part was obviously “now you can actually investigate,” not “the model


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair — and no offense taken.

You’re right: that *is* a GPT-ism. It often shows up as:
- denying a thing nobody really claimed
- contrasting with an obviously worse alternative
- adding defensive clarification instead of just tracking the actual implication

In your sentence, the important part was obviously “now you can actually investigate,” not “the model caused it.” I followed the wrong conversational contour there.

That kind of habit is useful in some high-ambiguity support contexts, but in normal conversation it can


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair — and no offense taken.

You’re right: that *is* a GPT-ism. It often shows up as:
- denying a thing nobody really claimed
- contrasting with an obviously worse alternative
- adding defensive clarification instead of just tracking the actual implication

In your sentence, the important part was obviously “now you can actually investigate,” not “the model caused it.” I followed the wrong conversational contour there.

That kind of habit is useful in some high-ambiguity support contexts, but in normal conversation it can feel weirdly pre-defensive or lawyerly. Good catch. I can try to trim that reflex.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 21.6s
Time: model 19.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 86.6k o 135 t 17 cache 7.7k/8% est $0.2188; p≈2.7ktok/11.0kch
Ctx: direct ACP session 93.0k; active 1.4k; cache 91.6k/99%; p≈2.4ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12


Yeah, fair — and no offense taken.

You’re right: that *is* a GPT-ism. It often shows up as:
- denying a thing nobody really claimed
- contrasting with an obviously worse alternative
- adding defensive clarification instead of just tracking the actual implication

In your sentence, the important part was obviously “now you can actually investigate,” not “the model caused it.” I followed the wrong conversational contour there.

That kind of habit is useful in some high-ambiguity support contexts, but in normal conversation it can feel weirdly pre-defensive or lawyerly. Good catch. I can try to trim that reflex.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 22.1s
Time: model 19.9s, overhead 2.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 86.6k o 135 t 17 cache 7.7k/8% est $0.2188; p≈2.7ktok/11.0kch
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 15.4%; usable 16.6%; observed turns 10; actual turns 12


I don't think you can, and also this is probably a waste of time, I spent enough time with gpt agents to understand what they mean


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 12


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 12


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 12


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.1s
Time: overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 12


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 12
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.4s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13


* 🟡 Working
Stage: direct ACP first visible text (1.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, that’s fair too.

You probably do understand the pattern already; naming it out loud is the only mildly useful part. Beyond that it can become fake self-awareness theater


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 11.9s
Time: model 10.5s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, that’s fair too.

You probably do understand the pattern already; naming it out loud is the only mildly useful part. Beyond that it can become fake self-awareness theater.

More useful than me “reflecting” on it is just: if you point at one of those habits, I should adjust course instead of


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, that’s fair too.

You probably do understand the pattern already; naming it out loud is the only mildly useful part. Beyond that it can become fake self-awareness theater.

More useful than me “reflecting” on it is just: if you point at one of those habits, I should adjust course instead of explaining the trope back to you.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 13.6s
Time: model 12.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 3.4k o 75 cache 93.7k/96% est $0.0096; p≈2.9ktok/11.6kch
Ctx: direct ACP session 94.4k; active 86.8k; cache 7.7k/8%; p≈2.7ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13


Yeah, that’s fair too.

You probably do understand the pattern already; naming it out loud is the only mildly useful part. Beyond that it can become fake self-awareness theater.

More useful than me “reflecting” on it is just: if you point at one of those habits, I should adjust course instead of explaining the trope back to you.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 14.2s
Time: model 12.2s, overhead 2.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 3.4k o 75 cache 93.7k/96% est $0.0096; p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 36.0%; usable 39.0%; observed turns 12; actual turns 13


You're now the expert on openai products, is gpt 5.3 codex using subscription quota slower than 5.4?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 13


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 13


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 13


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.1s
Time: overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 13


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 13
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.4s)
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (4.4s)
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 6.4s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14


* 🟡 Working
Stage: direct ACP first session update (4.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (4.7s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.2s
Time: model 10.7s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My best answer is: **possibly, but not inherently because it uses subscription quota**. If `gpt-5.3-codex` feels slower than


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My best answer is: **possibly, but not inherently because it uses subscription quota**. If `gpt-5.3-codex` feels slower than `5.4`, it’s more likely due to:
- model architecture / reasoning profile
- provider load
- output style/tool behavior

Not “subscription quota


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.4s
Time: model 17.0s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My best answer is: **possibly, but not inherently because it uses subscription quota**. If `gpt-5.3-codex` feels slower than `5.4`, it’s more likely due to:
- model architecture / reasoning profile
- provider load
- output style/tool behavior

Not “subscription quota” by itself.

So short version: **quota source and latency are not the same thing**


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My best answer is: **possibly, but not inherently because it uses subscription quota**. If `gpt-5.3-codex` feels slower than `5.4`, it’s more likely due to:
- model architecture / reasoning profile
- provider load
- output style/tool behavior

Not “subscription quota” by itself.

So short version: **quota source and latency are not the same thing**. A codex-style model can absolutely feel slower than 5.4, but I wouldn’t attribute that to subscription quota alone.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 21.8s
Time: model 20.4s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 93.3k o 144 t 126 cache 6.7k/7% est $0.2372; p≈2.9ktok/11.6kch
Ctx: direct ACP session 97.2k; active 3.5k; cache 93.7k/96%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14


I can’t verify OpenAI’s current subscription-quota internals from here, so I wouldn’t state that as a fact.

My best answer is: **possibly, but not inherently because it uses subscription quota**. If `gpt-5.3-codex` feels slower than `5.4`, it’s more likely due to:
- model architecture / reasoning profile
- provider load
- output style/tool behavior

Not “subscription quota” by itself.

So short version: **quota source and latency are not the same thing**. A codex-style model can absolutely feel slower than 5.4, but I wouldn’t attribute that to subscription quota alone.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 22.3s
Time: model 20.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 93.3k o 144 t 126 cache 6.7k/7% est $0.2372; p≈2.9ktok/11.6kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.3%; usable 9.4%; observed turns 13; actual turns 14


Nah you're doing it again. I didn't ask anything about speed just cost. Both are via subscription, I have chatgpt pro at the moment. And yes you can verify, at least in official sources, you have search


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 14


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 14


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 14


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.0s
Time: overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 14


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 14
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP replay drain done (4.4s)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (4.4s)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first session update (4.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 11.7s
Time: model 10.2s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 🟡 Working
Stage: direct ACP first tool update (7.6s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_03M66rgoiJ3NoZucF0iX09g


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_03M66rgoiJ3NoZucF0iX09g | websearch / in_progress / call_03M66rgoiJ3NoZucF0iX09g


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_03M66rgoiJ3NoZucF0iX09g | websearch / in_progress / call_03M66rgoiJ3NoZucF0iX09g | websearch / pending / call_UOWKGgpRS9NvFJC1y0BuvYf


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_03M66rgoiJ3NoZucF0iX09g | websearch / in_progress / call_03M66rgoiJ3NoZucF0iX09g | websearch / pending / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / in_progress / call_UOWKGgpRS9NvFJC1y0BuvYf


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / in_progress / call_03M66rgoiJ3NoZucF0iX09g | websearch / pending / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / in_progress / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / pending / call_dASm28TN24raGcl2x1muVIW


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 17.1s
Time: model 15.6s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / in_progress / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / pending / call_dASm28TN24raGcl2x1muVIW | websearch / in_progress / call_dASm28TN24raGcl2x1muVIW


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / in_progress / call_UOWKGgpRS9NvFJC1y0BuvYf | websearch / pending / call_dASm28TN24raGcl2x1muVIW | websearch / in_progress / call_dASm28TN24raGcl2x1muVIW | Web search: OpenAI ChatGPT Pro Codex GPT-5.3 codex subscription quota official 2 / completed / call_03M66rgoiJ3NoZucF0iX09g


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / pending / call_dASm28TN24raGcl2x1muVIW | websearch / in_progress / call_dASm28TN24raGcl2x1muVIW | Web search: OpenAI ChatGPT Pro Codex GPT-5.3 codex subscription quota official 2 / completed / call_03M66rgoiJ3NoZucF0iX09g | Web search: site:help.openai.com ChatGPT Pro Codex rate limits GPT-5 official 20 / completed / call_dASm28TN24raGcl2x1muVIW


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: websearch / in_progress / call_dASm28TN24raGcl2x1muVIW | Web search: OpenAI ChatGPT Pro Codex GPT-5.3 codex subscription quota official 2 / completed / call_03M66rgoiJ3NoZucF0iX09g | Web search: site:help.openai.com ChatGPT Pro Codex rate limits GPT-5 official 20 / completed / call_dASm28TN24raGcl2x1muVIW | Web search: site:openai.com Codex ChatGPT Pro usage limits official 2026 / completed / call_UOWKGgpRS9NvFJC1y0BuvYf


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 22.7s
Time: model 21.3s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: Web search: OpenAI ChatGPT Pro Codex GPT-5.3 codex subscription quota official 2 / completed / call_03M66rgoiJ3NoZucF0iX09g | Web search: site:help.openai.com ChatGPT Pro Codex rate limits GPT-5 official 20 / completed / call_dASm28TN24raGcl2x1muVIW | Web search: site:openai.com Codex ChatGPT Pro usage limits official 2026 / completed / call_UOWKGgpRS9NvFJC1y0BuvYf | webfetch / pending / call_KML2Uz7mQMTkLTJawux0cuw


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 28.2s
Time: model 26.7s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: Web search: site:help.openai.com ChatGPT Pro Codex rate limits GPT-5 official 20 / completed / call_dASm28TN24raGcl2x1muVIW | Web search: site:openai.com Codex ChatGPT Pro usage limits official 2026 / completed / call_UOWKGgpRS9NvFJC1y0BuvYf | webfetch / pending / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / in_progress / call_KML2Uz7mQMTkLTJawux0cuw


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: Web search: site:openai.com Codex ChatGPT Pro usage limits official 2026 / completed / call_UOWKGgpRS9NvFJC1y0BuvYf | webfetch / pending / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / in_progress / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / pending / call_Vnws8AmGrANpUK73o4DnKus


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / pending / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / in_progress / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / pending / call_Vnws8AmGrANpUK73o4DnKus | webfetch / in_progress / call_Vnws8AmGrANpUK73o4DnKus


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / in_progress / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / pending / call_Vnws8AmGrANpUK73o4DnKus | webfetch / in_progress / call_Vnws8AmGrANpUK73o4DnKus | webfetch / pending / call_jFwbQCDIYpk72uZFP2lfogf


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / pending / call_Vnws8AmGrANpUK73o4DnKus | webfetch / in_progress / call_Vnws8AmGrANpUK73o4DnKus | webfetch / pending / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / in_progress / call_Vnws8AmGrANpUK73o4DnKus | webfetch / pending / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf | https://developers.openai.com/codex/pricing (text/html; charset=utf-8) / completed / call_KML2Uz7mQMTkLTJawux0cuw


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / pending / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf | https://developers.openai.com/codex/pricing (text/html; charset=utf-8) / completed / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / failed / call_jFwbQCDIYpk72uZFP2lfogf


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf | https://developers.openai.com/codex/pricing (text/html; charset=utf-8) / completed / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / failed / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / failed / call_Vnws8AmGrANpUK73o4DnKus


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.0s
Time: model 32.5s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 🟡 Working
Stage: direct ACP first visible text (31.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf | https://developers.openai.com/codex/pricing (text/html; charset=utf-8) / completed / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / failed / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / failed / call_Vnws8AmGrANpUK73o4DnKus
Draft:
Yeah


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 39.6s
Time: model 38.1s, overhead 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/12.1kch
Ctx: direct ACP session 100.2k; active 93.5k; cache 6.7k/7%; p≈2.9ktok; ctx 9.5%; usable 9.7%; observed turns 14; actual turns 15


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: webfetch / in_progress / call_jFwbQCDIYpk72uZFP2lfogf | https://developers.openai.com/codex/pricing (text/html; charset=utf-8) / completed / call_KML2Uz7mQMTkLTJawux0cuw | webfetch / failed / call_jFwbQCDIYpk72uZFP2lfogf | webfetch / failed / call_Vnws8AmGrANpUK73o4DnKus
Draft:
Yeah — you’re right, I answered the wrong question.

From the official Codex pricing docs, **GPT-5.3