* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / tool_7P4zuahRUTyecsfwiuyrzJZ | read / in_progress / tool_7P4zuahRUTyecsfwiuyrzJZ | ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 62.1s
Time: model 59.6s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 67.6s
Time: model 65.0s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 73.0s
Time: model 70.4s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: streaming direct ACP progress
Model: kimi-for-coding/k2p6
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn
Backend: ses_1ad63187affe5dMwgxkmqb1MGD


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 78.4s
Time: model 75.9s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / tool_7P4zuahRUTyecsfwiuyrzJZ | ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779642845-perm-1779642844527-1
Summary: OpenCode requests edit for edit
Tool: edit
Input (OpenCode did not provide a clearer path/command):
```
{"filepath":"/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md","diff":"Index: /home/matrix-lite/state/persistent-chat/pre-reload-handoff.md\n===================================================================\n--- /home/matrix-lite/state/persistent-chat/pre-reload-handoff.md\n+++ /home/matrix-lite/state/persistent-chat/pre-reload-handoff.md\n@@ -0,0 +1,53 @@\n+# Reload Handoff — 2026-05-24\n+\n+## Session Context\n+- Current session: `persistent-chat` (direct_acp backend)\n+- Context usage: ~187K / 262K tokens (68.9%, approaching reload threshold)\n+- Turns: ~18-20 in this session\n+- Model: `kimi-for-coding/k2p6`\n+\n+## Active Work / Recent Decisions\n+\n+### 1. Permission System Fixed\n+- Expanded read external privileges granted\n+- Interactive approval timeout fixed (was failing before user could respond)\n+- Tested successfully: reads outside allowlist now flow through 👍/👎 approval\n+\n+### 2. Model Comparison: GPT-5.4 vs Kimi K2.6\n+- Ran parallel subagent benchmark (infrastructure optimization prompt)\n+- **GPT-5.4**: Completed in ~2 min 21 sec, thorough detailed response\n+- **Kimi K2.6**: Timed out after ~5.5 min (returncode 124), got stuck on permissions\n
```
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 84.3s
Time: model 81.8s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 89.8s
Time: model 87.2s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 95.2s
Time: model 92.6s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 100.6s
Time: model 98.0s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Approval granted
Stage: resuming
Tool: edit
Scope: {"filepath":"/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md","diff":"Index: /home/matrix-lite/state/persistent-chat/pre-reload-handoff.md\n==========================
Approval: dap-1779642845-perm-1779642844527-1


🟡 Working
Stage: streaming direct ACP progress
Model: kimi-for-coding/k2p6
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn
Backend: ses_1ad63187affe5dMwgxkmqb1MGD


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 106.0s
Time: model 103.5s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 111.5s
Time: model 109.0s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Hand


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 117.2s
Time: model 114.6s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested
- ✅ GPT-5.4 vs Kimi benchmark: GPT-5.4 completed reliably, Kim


* 🟡 Working
Stage: streaming direct ACP progress
Model: kimi-for-coding/k2p6
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn
Backend: ses_1ad63187affe5dMwgxkmqb1MGD


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested
- ✅ GPT-5.4 vs Kimi benchmark: GPT-5.4 completed reliably, Kimi timed out
- 🔄 Pending decision: Switch to GPT-5.4 Mini (400K context, Pro quota


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested
- ✅ GPT-5.4 vs Kimi benchmark: GPT-5.4 completed reliably, Kimi timed out
- 🔄 Pending decision: Switch to GPT-5.4 Mini (400K context, Pro quota coverage)?
- 💡 Memory architecture gap identified (user preferences ≠ character traits)
- 📊 Context at 68.9% — reload timing is good

Ready for


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 123.3s
Time: model 120.8s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../state/persistent-chat/reload-state.json / completed / tool_7P4zuahRUTyecsfwiuyrzJZ | write / pending / tool_5AyZUyQO9lcJOopR921RU4a | write / in_progress / tool_5AyZUyQO9lcJOopR921RU4a | ../../state/persistent-chat/pre-reload-handoff.md / completed / tool_5AyZUyQO9lcJOopR921RU4a
Draft:
Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested
- ✅ GPT-5.4 vs Kimi benchmark: GPT-5.4 completed reliably, Kimi timed out
- 🔄 Pending decision: Switch to GPT-5.4 Mini (400K context, Pro quota coverage)?
- 💡 Memory architecture gap identified (user preferences ≠ character traits)
- 📊 Context at 68.9% — reload timing is good

Ready for reload whenever you trigger it. I'll see you on the other side! 🚀


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 124.0s
Time: model 121.4s, overhead 2.0s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: i 785 o 206 cache 215.6k/100% est $0.0358; p≈3.2ktok/12.9kch
Ctx: direct ACP session 209.0k; active 2.2k; cache 206.8k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


Handoff note written to `/home/matrix-lite/state/persistent-chat/pre-reload-handoff.md`.

**Key points captured:**
- ✅ Permission system fixed and tested
- ✅ GPT-5.4 vs Kimi benchmark: GPT-5.4 completed reliably, Kimi timed out
- 🔄 Pending decision: Switch to GPT-5.4 Mini (400K context, Pro quota coverage)?
- 💡 Memory architecture gap identified (user preferences ≠ character traits)
- 📊 Context at 68.9% — reload timing is good

Ready for reload whenever you trigger it. I'll see you on the other side! 🚀


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 125.0s
Time: model 121.4s, overhead 3.5s
Backend: ses_1ad63187affe5dMwgxkmqb1MGD
Turn: i 785 o 206 cache 215.6k/100% est $0.0358; p≈3.2ktok/12.9kch
Ctx: direct ACP session 216.5k; active 991; cache 215.6k/100%; p≈3.2ktok; ctx 76.8%; usable 83.2%; observed turns 22; actual turns 50; stage warn


Test test


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Label: persistent-chat-20260524T171753Z
Ctx: direct ACP telemetry pending after reset


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.0s
Label: persistent-chat-20260524T171753Z
Ctx: direct ACP telemetry pending after reset


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.5s
Label: persistent-chat-20260524T171753Z
Ctx: direct ACP telemetry pending after reset


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 0.8s
Time: overhead 0.8s
Label: persistent-chat-20260524T171753Z
Turn: p≈2.7ktok/10.9kch
Ctx: direct ACP telemetry pending after reset


* 🟡 Working
Stage: direct ACP session started (3.7s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP telemetry pending after reset
Label: persistent-chat-20260524T171753Z


* 🟡 Working
Stage: direct ACP prompt started (3.7s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP telemetry pending after reset
Label: persistent-chat-20260524T171753Z


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.1s
Time: model 5.0s, overhead 0.8s
Label: persistent-chat-20260524T171753Z
Turn: p≈2.7ktok/10.9kch
Ctx: direct ACP telemetry pending after reset


* 🟡 Working
Stage: direct ACP first session update (2.4s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP telemetry pending after reset
Label: persistent-chat-20260524T171753Z


* 🟡 Working
Stage: direct ACP first visible text (3.9s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP telemetry pending after reset
Label: persistent-chat-20260524T171753Z


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP telemetry pending after reset
Label: persistent-chat-20260524T171753Z


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


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


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 9.8s
Time: model 8.7s, overhead 0.8s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 15.5k o 9 t 38 est $0.0118; p≈2.7ktok/10.9kch
Ctx: direct ACP actual turns 1


Test passed 🙂


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 10.5s
Time: model 8.7s, overhead 1.7s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 15.5k o 9 t 38 est $0.0118; p≈2.7ktok/10.9kch
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1


Is this working?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.7s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.1s
Time: overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 1
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2


* 🟡 Working
Stage: direct ACP first session update (2.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (3.5s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


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


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 11.1s
Time: model 9.6s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 11.1k o 10 t 21 cache 6.7k/38% est $0.0089; p≈2.3ktok/9.0kch
Ctx: direct ACP last turn 15.6k; active 15.6k; p≈2.7ktok; actual turns 2


Yes — working.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 11.6s
Time: model 9.6s, overhead 2.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 11.1k o 10 t 21 cache 6.7k/38% est $0.0089; p≈2.3ktok/9.0kch
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2


What exactly?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.0s
Time: overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2


* 🟡 Working
Stage: direct ACP load session start (1.5s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 2
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3


* 🟡 Working
Stage: direct ACP prompt started (4.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


🟡 Working
Stage: direct ACP first visible text (3.0s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3
Label: persistent-chat


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3
Label: persistent-chat


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
This chat runtime — I can receive your messages and reply normally.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 11.6s
Time: model 10.1s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 13.1k o 19 t 25 cache 6.7k/34% est $0.0105; p≈2.1ktok/8.4kch
Ctx: direct ACP session 17.7k; active 11.1k; cache 6.7k/38%; p≈2.3ktok; actual turns 3


This chat runtime — I can receive your messages and reply normally.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 12.2s
Time: model 10.1s, overhead 2.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 13.1k o 19 t 25 cache 6.7k/34% est $0.0105; p≈2.1ktok/8.4kch
Ctx: direct ACP session 19.8k; active 13.2k; cache 6.7k/34%; p≈2.1ktok; actual turns 3


Hmm what do you remember about me?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 3; stage handoff


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 3; stage handoff


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.7s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 3; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.2s
Time: overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 3; stage handoff


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 3; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.6s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.8s
Time: model 5.0s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* 🟡 Working
Stage: direct ACP prompt started (4.6s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.8s
Time: model 11.0s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* 🟡 Working
Stage: direct ACP first session update (7.2s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (7.2s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


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

- You’re in Garching near T


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 18.3s
Time: model 16.5s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neof


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 24.3s
Time: model 22.5s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 30.3s
Time: model 28.5s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle Luu’s Chinese fried noodles with chicken.
-


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle Luu’s Chinese fried noodles with chicken.
- Your name is Persistent Assistant.

If you want, I can


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle Luu’s Chinese fried noodles with chicken.
- Your name is Persistent Assistant.

If you want, I can also give you the “what I remember as preferences vs facts” split


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

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle Luu’s Chinese fried noodles with chicken.
- Your name is Persistent Assistant.

If you want, I can also give you the “what I remember as preferences vs facts” split.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 36.3s
Time: model 34.5s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 15.1k o 121 t 100 cache 6.7k/31% est $0.0128; p≈2.1ktok/8.3kch
Ctx: direct ACP ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


A few things:

- You’re in Garching near TUM.
- You’re Russian.
- You like industrial, dark ambient, EBM, neofolk, and power noise.
- You’re at WGT festival May 21–25, 2026.
- You’ve got a 12GB GPU and aren’t planning to upgrade soon.
- Your comfort food is Uncle Luu’s Chinese fried noodles with chicken.
- Your name is Persistent Assistant.

If you want, I can also give you the “what I remember as preferences vs facts” split.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 36.9s
Time: model 34.5s, overhead 2.5s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 15.1k o 121 t 100 cache 6.7k/31% est $0.0128; p≈2.1ktok/8.3kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


This is the head of curated memory. Do you still remember that Google job?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.1s
Time: overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff


* 🟡 Working
Stage: direct ACP load session start (1.2s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 4; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 🟡 Working
Stage: direct ACP first session update (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first tool update (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_IVezGnpV5ejLjFcsdNPe7pR


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / in_progress / call_IVezGnpV5ejLjFcsdNPe7pR


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 11.9s
Time: model 10.4s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / in_progress / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / pending / call_Umzg9Lwg3hXX8FxtLrz0iCn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / in_progress / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / pending / call_Umzg9Lwg3hXX8FxtLrz0iCn | persistent_chat_memory_search / in_progress / call_Umzg9Lwg3hXX8FxtLrz0iCn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / in_progress / call_IVezGnpV5ejLjFcsdNPe7pR | persistent_chat_memory_search / pending / call_Umzg9Lwg3hXX8FxtLrz0iCn | persistent_chat_memory_search / in_progress / call_Umzg9Lwg3hXX8FxtLrz0iCn | tool / completed / call_IVezGnpV5ejLjFcsdNPe7pR


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 17.8s
Time: model 16.3s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_Umzg9Lwg3hXX8FxtLrz0iCn | persistent_chat_memory_search / in_progress / call_Umzg9Lwg3hXX8FxtLrz0iCn | tool / completed / call_IVezGnpV5ejLjFcsdNPe7pR | tool / completed / call_Umzg9Lwg3hXX8FxtLrz0iCn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / in_progress / call_Umzg9Lwg3hXX8FxtLrz0iCn | tool / completed / call_IVezGnpV5ejLjFcsdNPe7pR | tool / completed / call_Umzg9Lwg3hXX8FxtLrz0iCn | matrix_lite_status_memory_search / pending / call_OVwuisEh8UGhR23bpFqWBBJ


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_IVezGnpV5ejLjFcsdNPe7pR | tool / completed / call_Umzg9Lwg3hXX8FxtLrz0iCn | matrix_lite_status_memory_search / pending / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / in_progress / call_OVwuisEh8UGhR23bpFqWBBJ


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_Umzg9Lwg3hXX8FxtLrz0iCn | matrix_lite_status_memory_search / pending / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / in_progress / call_OVwuisEh8UGhR23bpFqWBBJ | tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_memory_search / pending / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / in_progress / call_OVwuisEh8UGhR23bpFqWBBJ | tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 23.5s
Time: model 22.0s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_memory_search / in_progress / call_OVwuisEh8UGhR23bpFqWBBJ | tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae | matrix_lite_status_memory_search / in_progress / call_oZA1RHEOL1n4hbaOEW5Quae


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae | matrix_lite_status_memory_search / in_progress / call_oZA1RHEOL1n4hbaOEW5Quae | tool / completed / call_oZA1RHEOL1n4hbaOEW5Quae


* 🟡 Working
Stage: direct ACP first visible text (17.7s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae | matrix_lite_status_memory_search / in_progress / call_oZA1RHEOL1n4hbaOEW5Quae | tool / completed / call_oZA1RHEOL1n4hbaOEW5Quae
Draft:
I don’t see a Google job in the memory I


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae | matrix_lite_status_memory_search / in_progress / call_oZA1RHEOL1n4hbaOEW5Quae | tool / completed / call_oZA1RHEOL1n4hbaOEW5Quae
Draft:
I don’t see a Google job in the memory I can access right now. If you mean a specific application/interview/offer, remind me of the details and I


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 28.7s
Time: model 27.2s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: tool / completed / call_OVwuisEh8UGhR23bpFqWBBJ | matrix_lite_status_memory_search / pending / call_oZA1RHEOL1n4hbaOEW5Quae | matrix_lite_status_memory_search / in_progress / call_oZA1RHEOL1n4hbaOEW5Quae | tool / completed / call_oZA1RHEOL1n4hbaOEW5Quae
Draft:
I don’t see a Google job in the memory I can access right now. If you mean a specific application/interview/offer, remind me of the details and I’ll pick it up.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 29.8s
Time: model 28.3s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 706 o 45 t 31 cache 24.1k/97% est $0.0027; p≈2.1ktok/8.4kch
Ctx: direct ACP session 22.0k; active 15.3k; cache 6.7k/31%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


I don’t see a Google job in the memory I can access right now. If you mean a specific application/interview/offer, remind me of the details and I’ll pick it up.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 30.4s
Time: model 28.3s, overhead 2.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 706 o 45 t 31 cache 24.1k/97% est $0.0027; p≈2.1ktok/8.4kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


You found one a few days ago


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.1s
Time: overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 5; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.6s
Time: model 5.0s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: direct ACP first session update (2.9s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first tool update (4.0s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_GZu6phsjle7Xqu1nfw41ySO


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_GZu6phsjle7Xqu1nfw41ySO | persistent_chat_memory_search / in_progress / call_GZu6phsjle7Xqu1nfw41ySO


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_GZu6phsjle7Xqu1nfw41ySO | persistent_chat_memory_search / in_progress / call_GZu6phsjle7Xqu1nfw41ySO | matrix_lite_status_search_session_logs / pending / call_5ZCIZrL2jC6pNR33opYAibQ


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.1s
Time: model 10.5s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / pending / call_GZu6phsjle7Xqu1nfw41ySO | persistent_chat_memory_search / in_progress / call_GZu6phsjle7Xqu1nfw41ySO | matrix_lite_status_search_session_logs / pending / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / in_progress / call_5ZCIZrL2jC6pNR33opYAibQ


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: persistent_chat_memory_search / in_progress / call_GZu6phsjle7Xqu1nfw41ySO | matrix_lite_status_search_session_logs / pending / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / in_progress / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / pending / call_jwfNoH6btIBX9AGHIZtwpFg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / in_progress / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / pending / call_jwfNoH6btIBX9AGHIZtwpFg | matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_5ZCIZrL2jC6pNR33opYAibQ | matrix_lite_status_search_session_logs / pending / call_jwfNoH6btIBX9AGHIZtwpFg | matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / pending / call_jwfNoH6btIBX9AGHIZtwpFg | matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_GZu6phsjle7Xqu1nfw41ySO


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 17.8s
Time: model 16.2s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 23.1s
Time: model 21.5s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 28.4s
Time: model 26.8s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: direct ACP first visible text (24.7s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_GZu6phsjle7Xqu1nfw41ySO
Draft:
Yes


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_GZu6phsjle7Xqu1nfw41ySO
Draft:
Yes — the one I found was a **Google Quantum AI** role in **Goleta, CA** for


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 33.9s
Time: model 32.3s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_GZu6phsjle7Xqu1nfw41ySO
Draft:
Yes — the one I found was a **Google Quantum AI** role in **Goleta, CA** for **superconducting digital electronics** (about **$141k–$202k**


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: matrix_lite_status_search_session_logs / in_progress / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_5ZCIZrL2jC6pNR33opYAibQ | tool / completed / call_jwfNoH6btIBX9AGHIZtwpFg | tool / completed / call_GZu6phsjle7Xqu1nfw41ySO
Draft:
Yes — the one I found was a **Google Quantum AI** role in **Goleta, CA** for **superconducting digital electronics** (about **$141k–$202k**). I also tried to verify it with Playwright afterward.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 37.0s
Time: model 35.3s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 6.8k o 58 t 191 cache 26.1k/79% est $0.0082; p≈2.1ktok/8.3kch
Ctx: direct ACP session 24.8k; active 782; cache 24.1k/97%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


Yes — the one I found was a **Google Quantum AI** role in **Goleta, CA** for **superconducting digital electronics** (about **$141k–$202k**). I also tried to verify it with Playwright afterward.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 37.6s
Time: model 35.3s, overhead 2.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 6.8k o 58 t 191 cache 26.1k/79% est $0.0082; p≈2.1ktok/8.3kch
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


Can you emit a bit more text in general? This model is a bit terse


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.1s
Time: overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 6; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.2s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.2s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.7s
Time: model 5.0s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* 🟡 Working
Stage: direct ACP first session update (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.1s
Time: model 10.4s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yes — I can be a bit fuller.

I’ll keep answers slightly more expansive by


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yes — I can be a bit fuller.

I’ll keep answers slightly more expansive by default: a short answer first, then a bit of context or the key detail if it helps. If you


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yes — I can be a bit fuller.

I’ll keep answers slightly more expansive by default: a short answer first, then a bit of context or the key detail if it helps. If you want, I can also switch to a “more detailed” style for this chat.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 17.2s
Time: model 15.5s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 35.0k o 62 t 18 est $0.0266; p≈2.2ktok/8.8kch
Ctx: direct ACP session 33.2k; active 7.0k; cache 26.1k/79%; p≈2.1ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


Yes — I can be a bit fuller.

I’ll keep answers slightly more expansive by default: a short answer first, then a bit of context or the key detail if it helps. If you want, I can also switch to a “more detailed” style for this chat.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 17.9s
Time: model 15.5s, overhead 2.4s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 35.0k o 62 t 18 est $0.0266; p≈2.2ktok/8.8kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


Yes let's try more detailed. There's a noticeable difference after kimi


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.2s
Time: overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 7; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.6s
Time: model 5.0s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff


* 🟡 Working
Stage: direct ACP first session update (5.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (5.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.1s
Time: model 10.5s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Got it — I’ll lean a bit more detailed from here on.

So the default will be:
-


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Got it — I’ll lean a bit more detailed from here on.

So the default will be:
- direct answer first
- then a little context / reasoning
- then any useful next step if there


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 17.7s
Time: model 16.1s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.3ktok/9.0kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Got it — I’ll lean a bit more detailed from here on.

So the default will be:
- direct answer first
- then a little context / reasoning
- then any useful next step if there is one

And yes, I can see why the difference after Kimi would stand out — I’ll


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Got it — I’ll lean a bit more detailed from here on.

So the default will be:
- direct answer first
- then a little context / reasoning
- then any useful next step if there is one

And yes, I can see why the difference after Kimi would stand out — I’ll avoid being too compressed.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 19.5s
Time: model 17.9s, overhead 1.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 30.6k o 73 t 22 cache 6.7k/18% est $0.0238; p≈2.3ktok/9.0kch
Ctx: direct ACP session 35.1k; active 35.1k; p≈2.2ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff


Got it — I’ll lean a bit more detailed from here on.

So the default will be:
- direct answer first
- then a little context / reasoning
- then any useful next step if there is one

And yes, I can see why the difference after Kimi would stand out — I’ll avoid being too compressed.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 20.2s
Time: model 17.9s, overhead 2.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 30.6k o 73 t 22 cache 6.7k/18% est $0.0238; p≈2.3ktok/9.0kch
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 82.6%; usable 89.4%; observed turns 0; actual turns 8; stage handoff


Well you sound a bit like gpt, which is understandable


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 8


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 8


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 8


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 0.9s
Time: overhead 0.9s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 8


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 8
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.4s
Time: model 5.0s, overhead 0.9s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* 🟡 Working
Stage: direct ACP first session update (3.5s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (4.9s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 11.9s
Time: model 10.5s, overhead 0.9s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair. That’s a pretty normal drift for me in this setup.

I can keep the


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair. That’s a pretty normal drift for me in this setup.

I can keep the substance but make it less “assistant-y” if you want — more conversational, a bit less polished, a bit


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah, fair. That’s a pretty normal drift for me in this setup.

I can keep the substance but make it less “assistant-y” if you want — more conversational, a bit less polished, a bit more direct.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 16.3s
Time: model 14.9s, overhead 0.9s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 39.4k o 52 t 66 est $0.0301; p≈2.2ktok/8.9kch
Ctx: direct ACP session 37.3k; active 30.7k; cache 6.7k/18%; p≈2.3ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


Yeah, fair. That’s a pretty normal drift for me in this setup.

I can keep the substance but make it less “assistant-y” if you want — more conversational, a bit less polished, a bit more direct.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 16.9s
Time: model 14.9s, overhead 2.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 39.4k o 52 t 66 est $0.0301; p≈2.2ktok/8.9kch
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


You are already quite direct


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.2s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.7s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.2s
Time: overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 9
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.1s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.1s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.7s
Time: model 5.1s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10


* 🟡 Working
Stage: direct ACP first session update (2.5s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (2.5s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Good — I’ll keep it that way, just a touch fuller when useful.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 11.2s
Time: model 9.5s, overhead 1.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 34.8k o 20 cache 6.7k/16% est $0.0267; p≈2.2ktok/8.8kch
Ctx: direct ACP session 39.5k; active 39.5k; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10


Good — I’ll keep it that way, just a touch fuller when useful.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 11.7s
Time: model 9.5s, overhead 2.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 34.8k o 20 cache 6.7k/16% est $0.0267; p≈2.2ktok/8.8kch
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 14.2%; usable 15.4%; observed turns 5; actual turns 10


Hmm cache is still not being used well. But you are much faster


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 10


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 10


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 10


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.0s
Time: overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 10


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 10
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


* 🟡 Working
Stage: direct ACP first session update (3.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (3.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.2s
Time: model 10.8s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


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

Speed is better, but cache efficiency still looks suboptimal — probably because the front matter


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

Speed is better, but cache efficiency still looks suboptimal — probably because the front matter/context changes enough that the prefix isn’t staying stable. If we want to improve that


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

Speed is better, but cache efficiency still looks suboptimal — probably because the front matter/context changes enough that the prefix isn’t staying stable. If we want to improve that, the main lever is keeping the repeated boilerplate more consistent and trimming churn in the injected context.

But as


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

Speed is better, but cache efficiency still looks suboptimal — probably because the front matter/context changes enough that the prefix isn’t staying stable. If we want to improve that, the main lever is keeping the repeated boilerplate more consistent and trimming churn in the injected context.

But as-is: faster is a real win.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 17.6s
Time: model 16.2s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 43.6k o 76 t 116 est $0.0336; p≈2.2ktok/8.8kch
Ctx: direct ACP session 41.5k; active 34.9k; cache 6.7k/16%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


Yeah, that sounds right.

Speed is better, but cache efficiency still looks suboptimal — probably because the front matter/context changes enough that the prefix isn’t staying stable. If we want to improve that, the main lever is keeping the repeated boilerplate more consistent and trimming churn in the injected context.

But as-is: faster is a real win.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 18.1s
Time: model 16.2s, overhead 1.9s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 43.6k o 76 t 116 est $0.0336; p≈2.2ktok/8.8kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


Can you please read some docs in /usr/share? Is it still working?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.1s
Time: overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11


* 🟡 Working
Stage: direct ACP load session start (1.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 11
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 🟡 Working
Stage: direct ACP first session update (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first tool update (4.1s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_fqwL3JHkXifshL7zq0Y7blH


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_fqwL3JHkXifshL7zq0Y7blH | glob / in_progress / call_fqwL3JHkXifshL7zq0Y7blH


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.0s
Time: model 10.5s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_fqwL3JHkXifshL7zq0Y7blH | glob / in_progress / call_fqwL3JHkXifshL7zq0Y7blH | glob / pending / call_7uN1rFa0Ym8SJasTZJzOzPE


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_fqwL3JHkXifshL7zq0Y7blH | glob / in_progress / call_fqwL3JHkXifshL7zq0Y7blH | glob / pending / call_7uN1rFa0Ym8SJasTZJzOzPE | glob / in_progress / call_7uN1rFa0Ym8SJasTZJzOzPE


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / in_progress / call_fqwL3JHkXifshL7zq0Y7blH | glob / pending / call_7uN1rFa0Ym8SJasTZJzOzPE | glob / in_progress / call_7uN1rFa0Ym8SJasTZJzOzPE | ../../../../usr/share/doc / completed / call_fqwL3JHkXifshL7zq0Y7blH


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / pending / call_7uN1rFa0Ym8SJasTZJzOzPE | glob / in_progress / call_7uN1rFa0Ym8SJasTZJzOzPE | ../../../../usr/share/doc / completed / call_fqwL3JHkXifshL7zq0Y7blH | ../../../../usr/share / completed / call_7uN1rFa0Ym8SJasTZJzOzPE


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: glob / in_progress / call_7uN1rFa0Ym8SJasTZJzOzPE | ../../../../usr/share/doc / completed / call_fqwL3JHkXifshL7zq0Y7blH | ../../../../usr/share / completed / call_7uN1rFa0Ym8SJasTZJzOzPE | read / pending / call_tJfT4805yflfiX2UTqGkSw1


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/doc / completed / call_fqwL3JHkXifshL7zq0Y7blH | ../../../../usr/share / completed / call_7uN1rFa0Ym8SJasTZJzOzPE | read / pending / call_tJfT4805yflfiX2UTqGkSw1 | read / in_progress / call_tJfT4805yflfiX2UTqGkSw1


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share / completed / call_7uN1rFa0Ym8SJasTZJzOzPE | read / pending / call_tJfT4805yflfiX2UTqGkSw1 | read / in_progress / call_tJfT4805yflfiX2UTqGkSw1 | ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / pending / call_tJfT4805yflfiX2UTqGkSw1 | read / in_progress / call_tJfT4805yflfiX2UTqGkSw1 | ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: read / in_progress / call_tJfT4805yflfiX2UTqGkSw1 | ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS | ../../../../usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt / completed / call_WKsnz80YIo1GKZnQpjDNdaS


* 🟡 Working
Stage: direct ACP first visible text (11.8s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 17.9s
Time: model 16.3s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS | ../../../../usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt / completed / call_WKsnz80YIo1GKZnQpjDNdaS
Draft:
Yes — still working.

I just read docs


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS | ../../../../usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt / completed / call_WKsnz80YIo1GKZnQpjDNdaS
Draft:
Yes — still working.

I just read docs from `/usr/share`, including:
- `/usr/share/gnupg/help.txt`
- `/usr/share


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS | ../../../../usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt / completed / call_WKsnz80YIo1GKZnQpjDNdaS
Draft:
Yes — still working.

I just read docs from `/usr/share`, including:
- `/usr/share/gnupg/help.txt`
- `/usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt`

So file reads are fine, and


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 23.5s
Time: model 21.9s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: ../../../../usr/share/gnupg/help.txt / completed / call_tJfT4805yflfiX2UTqGkSw1 | read / pending / call_WKsnz80YIo1GKZnQpjDNdaS | read / in_progress / call_WKsnz80YIo1GKZnQpjDNdaS | ../../../../usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt / completed / call_WKsnz80YIo1GKZnQpjDNdaS
Draft:
Yes — still working.

I just read docs from `/usr/share`, including:
- `/usr/share/gnupg/help.txt`
- `/usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt`

So file reads are fine, and the system is responding normally.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 24.7s
Time: model 23.2s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 3.2k o 64 t 63 cache 48.6k/94% est $0.0066; p≈2.2ktok/8.9kch
Ctx: direct ACP session 43.8k; active 43.8k; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


Yes — still working.

I just read docs from `/usr/share`, including:
- `/usr/share/gnupg/help.txt`
- `/usr/share/doc/python3-pip/html/_sources/topics/caching.md.txt`

So file reads are fine, and the system is responding normally.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 25.5s
Time: model 23.2s, overhead 2.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 3.2k o 64 t 63 cache 48.6k/94% est $0.0066; p≈2.2ktok/8.9kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


Please install klayout as a system package


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.1s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.8s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 15.8%; usable 17.1%; observed turns 7; actual turns 12
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.6s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.8s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: direct ACP prompt started (4.6s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first session update (5.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


🔴 Privileged approval requested
Stage: waiting for same-room sudo approval
Approval: priv-9331b409f137
Summary: Install KLayout as a system package via apt
Command SHA256: 816a26820c6cb38644cd6ee28363b54ecc50afaa78c6e2e039db6ea6e063eb9b
Exact command to run as root:
```
bash -lc 'apt-get update && apt-get install -y klayout'
```
React ✅/👍 to allow this command once, or ❌/👎 to deny.
This approval is consumed after one sudo execution.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 12.5s
Time: model 10.7s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: direct ACP first tool update (5.3s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 18.1s
Time: model 16.3s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 23.4s
Time: model 21.6s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Approval granted
Stage: resuming
Tool: sudo command
Scope: bash -lc 'apt-get update && apt-get install -y klayout'
Approval: priv-9331b409f137


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 28.8s
Time: model 27.1s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 34.3s
Time: model 32.5s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i | tool / completed / call_xe4HdJJUEDrrEP7vfZ7P56i


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 39.7s
Time: model 37.9s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: direct ACP first visible text (34.0s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i | tool / completed / call_xe4HdJJUEDrrEP7vfZ7P56i
Draft:
Installed


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i | tool / completed / call_xe4HdJJUEDrrEP7vfZ7P56i
Draft:
Installed KLayout as a system package successfully.

Allowed: apt install via privileged broker.
Result: `klayout`


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 45.2s
Time: model 43.4s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i | tool / completed / call_xe4HdJJUEDrrEP7vfZ7P56i
Draft:
Installed KLayout as a system package successfully.

Allowed: apt install via privileged broker.
Result: `klayout` is now installed.
Note: the install reported a pending kernel upgrade and deferred service restarts, but nothing


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools: privileged_broker_sudo_run / pending / call_xe4HdJJUEDrrEP7vfZ7P56i | privileged_broker_sudo_run / in_progress / call_xe4HdJJUEDrrEP7vfZ7P56i | tool / completed / call_xe4HdJJUEDrrEP7vfZ7P56i
Draft:
Installed KLayout as a system package successfully.

Allowed: apt install via privileged broker.
Result: `klayout` is now installed.
Note: the install reported a pending kernel upgrade and deferred service restarts, but nothing blocked the package install itself.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4-mini
Elapsed: 46.7s
Time: model 45.0s, overhead 1.3s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 2.4k o 58 t 39 cache 53.2k/96% est $0.0062; p≈2.2ktok/8.8kch
Ctx: direct ACP session 51.9k; active 3.3k; cache 48.6k/94%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


Installed KLayout as a system package successfully.

Allowed: apt install via privileged broker.
Result: `klayout` is now installed.
Note: the install reported a pending kernel upgrade and deferred service restarts, but nothing blocked the package install itself.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4-mini
Elapsed: 47.4s
Time: model 45.0s, overhead 2.5s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: i 2.4k o 58 t 39 cache 53.2k/96% est $0.0062; p≈2.2ktok/8.8kch
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


This is amazing, it really is working


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4-mini
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4-mini
Elapsed: 0.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4-mini
Elapsed: 0.6s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 1.0s
Time: overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13


* 🟡 Working
Stage: direct ACP load session start (1.4s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 13
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP replay drain done (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP prompt started (4.3s)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4-mini
Elapsed: 6.5s
Time: model 5.0s, overhead 1.0s
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi
Turn: p≈2.2ktok/8.9kch
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14


* 🟡 Working
Stage: direct ACP first session update (2.8s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: direct ACP first visible text (2.8s after prompt)
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4-mini
Ctx: direct ACP session 55.8k; active 2.5k; cache 53.2k/96%; p≈2.2ktok; ctx 19.8%; usable 21.4%; observed turns 9; actual turns 14
Backend: ses_1a4ff5320ffelmMQmHqvYkiNDi


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