* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 190.9s
Time: model 188.9s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (8):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- apply_patch / in_progress / call_sQCPosj1WqFjJXknh7u7I9E


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779867596-perm-1779867596417-33
Summary: OpenCode requests edit for edit
Tool: edit
Input (OpenCode did not provide a clearer path/command):
```
{"filepath":"../../state/persistent-chat/curated-memory.md, ../../state/persistent-chat/curator-journal.md","diff":"Index: /home/matrix-lite/state/persistent-chat/curated-memory.md\n===================================================================\n--- /home/matrix-lite/state/persistent-chat/curated-memory.md\n+++ /home/matrix-lite/state/persistent-chat/curated-memory.md\n@@ -134,8 +134,9 @@\n - **Correction: decisions, failures, and reflections are useful (2026-05-16)**: When assistant suggested pruning decisions/failures/reflection notes from continuity injection to save space, user explicitly rejected this. These sections are confirmed useful and should stay. Reflection notes should become richer (tool permissions are now resolved). The assistant was wrong to suggest trimming them.\n - **Prefer helpers when available (2026-05-17)**: User explicitly directed assistant to prefer the `persistent-chat-memory` helper script (and similar helpers) over raw file editing when available. When a helper doesn't exist for a needed operation, report the gap so one can be added later. This applies to all structured metadata operations.\n - **Project stance**: Infrastructure experiments (suba
```
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 196.5s
Time: model 194.5s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Approval granted
Stage: resuming
Tool: edit
Scope: {"filepath":"../../state/persistent-chat/curated-memory.md, ../../state/persistent-chat/curator-journal.md","diff":"Index: /home/matrix-lite/state/persistent-chat/curated-memory.md
Approval: dap-1779867596-perm-1779867596417-33


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 202.1s
Time: model 200.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (8):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 207.7s
Time: model 205.6s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (9):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- bash / pending / call_a9xJRJ0AdAGHuwDo1xwsD7k


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 213.4s
Time: model 211.3s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779867618-perm-1779867618703-34
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_a9xJRJ0AdAGHuwDo1xwsD7k
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 219.0s
Time: model 216.9s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 224.6s
Time: model 222.5s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 230.1s
Time: model 228.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 235.8s
Time: model 233.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 241.6s
Time: model 239.5s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1779867618-perm-1779867618703-34


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (9):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- bash / in_progress / jq -r '.status // "(missing)"' "/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl" | sort | uniq -c / cwd=/home/matrix-lite/workspace/persistent-chat


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 247.2s
Time: model 245.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- Recounts memory candidate statuses after substantive batch / completed / Recounts memory candidate statuses after substantive batch
- todowrite / pending / call_9OuX31M166DAoLqZhIGM1BA


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 252.8s
Time: model 250.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- Recounts memory candidate statuses after substantive batch / completed / Recounts memory candidate statuses after substantive batch
- todowrite / in_progress / call_9OuX31M166DAoLqZhIGM1BA


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 258.4s
Time: model 256.4s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 58.5%; usable 66.7%; observed turns 115; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 263.8s
Time: model 261.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 269.4s
Time: model 267.3s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- Recounts memory candidate statuses after substantive batch / completed / Recounts memory candidate statuses after substantive batch
- 0 todos / completed / call_9OuX31M166DAoLqZhIGM1BA

Draft:
Done


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_DqIXs7toxuHaAkPcBrGCGD8
- Lists next 20 candidate memory items / completed / Lists next 20 candidate memory items
- ../../state/persistent-chat/curated-memory.md / completed / /home/matrix-lite/state/persistent-chat/curated-memory.md
- Counts memory candidate statuses before next batch / completed / Counts memory candidate statuses before next batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- Promotes two durable memory candidates / completed / Promotes two durable memory candidates
- Ignores eight transient or already-captured memory candidates / completed / Ignores eight transient or already-captured memory candidates
- Success. Updated the following files:
M ../../state/persistent-chat/curated-memo / completed / call_sQCPosj1WqFjJXknh7u7I9E
- Recounts memory candidate statuses after substantive batch / completed / Recounts memory candidate statuses after substantive batch
- 0 todos / completed / call_9OuX31M166DAoLqZhIGM1BA

Draft:
Done — another **substantive** memory batch landed.

### What I promoted into curated memory
I added **2** durable items:

1. **External-message draft preference**
   - when formatting/truncation risk matters, user prefers a draft/paste-first workflow before sending important external text

2. **Role clarification**
   - persistent-chat is the **main agent**, not a lightweight worker
   - turn-level suggestions and session-level context should stay separate
   - stale operational state should be actively curated

### What I marked ignored
I reclassified **8** candidate entries to `ignored` because they were:
- transient task requests
- superseded tests
- or historical reflections already captured elsewhere

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl`
- `/home/matrix-lite/state/persistent-chat/curator-journal.md`

### Before / after counts

**Before**
- `candidate`: **44**
- `ignored`: **93**
- `needs_more_evidence`: **1


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 274.9s
Time: model 272.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (18):
- Recounts memory candidate statuses after larger batch / completed / Recounts memory candidate statuses after larger batch
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_nd6TZp5KKP2zw2czXYcajcm
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- Counts memory candidate statuses before cleanup / completed / Counts memory candidate statuses before cleanup
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- 3 todos / completed / call_vxCZEp1HDlrKdd7KNtwEDL9
- 0 todos / completed / call_RFh2kOIXce5ShEFEczWrYdt
- Recounts memory candidate statuses after 40-style cleanup batch / completed / Recounts memory candidate statuses after 40-style cleanup batch
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_jAVez88U0G439S8uXAxFst8
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- Counts memory candidate statuses before larger batch / completed / Counts memory candidate statuses before larger batch
- ../../state/persistent-chat/memory-candidates.jsonl / completed / /home/matrix-lite/state/persistent-chat/memory-candidates.jsonl
- 3 todos / completed / call_3h5obaPIiRcR0YaJBDIxORe
- 0 todos / completed / call_nE8NgVEhnwMlhEgKQx1n8iJ
- Recounts memory candidate statuses after larger batch / completed / Recounts memory candidate statuses after larger batch
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_P5hkh7i0jv6nplgYYKD0I3N
- 3 todos / completed / call_l3yMkg3Yhbf9iRBunD07qzZ
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Done — another **substantive** memory batch landed.

### What I promoted into curated memory
I added **2** durable items:

1. **External-message draft preference**
   - when formatting/truncation risk matters, user prefers a draft/paste-first workflow before sending important external text

2. **Role clarification**
   - persistent-chat is the **main agent**, not a lightweight worker
   - turn-level suggestions and session-level context should stay separate
   - stale operational state should be actively curated

### What I marked ignored
I reclassified **8** candidate entries to `ignored` because they were:
- transient task requests
- superseded tests
- or historical reflections already captured elsewhere

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl`
- `/home/matrix-lite/state/persistent-chat/curator-journal.md`

### Before / after counts

**Before**
- `candidate`: **44**
- `ignored`: **93**
- `needs_more_evidence`: **1**
- `promoted`: **9**

**After**
- `candidate`: **36**
- `ignored`: **99**
- `needs_more_evidence`: **1**
- `promoted`: **11**

**Net delta**
- `candidate`: **-8**
- `ignored`: **+6**
- `promoted`: **+2**

### What this means
This was **real memory-value progress**:
- not just less sludge
- but more durable workflow/behavior knowledge preserved

So the remaining `memory-candidates` backlog is now down to:
- **36 candidate**
- **1 needs_more_evidence**

At this point we can keep doing substantive memory review, or switch over to semantic candidates if you want broader cleanup.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 278.5s
Time: model 276.5s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 447 o 388 cache 669.7k/100% est $0.0069; p≈2.9ktok/11.7kch
Ctx: direct ACP session 652.8k; active 980; cache 651.8k/100%; p≈2.8ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


Done — another **substantive** memory batch landed.

### What I promoted into curated memory
I added **2** durable items:

1. **External-message draft preference**
   - when formatting/truncation risk matters, user prefers a draft/paste-first workflow before sending important external text

2. **Role clarification**
   - persistent-chat is the **main agent**, not a lightweight worker
   - turn-level suggestions and session-level context should stay separate
   - stale operational state should be actively curated

### What I marked ignored
I reclassified **8** candidate entries to `ignored` because they were:
- transient task requests
- superseded tests
- or historical reflections already captured elsewhere

### Source artifacts updated
- `/home/matrix-lite/state/persistent-chat/curated-memory.md`
- `/home/matrix-lite/state/persistent-chat/memory-candidates.jsonl`
- `/home/matrix-lite/state/persistent-chat/curator-journal.md`

### Before / after counts

**Before**
- `candidate`: **44**
- `ignored`: **93**
- `needs_more_evidence`: **1**
- `promoted`: **9**

**After**
- `candidate`: **36**
- `ignored`: **99**
- `needs_more_evidence`: **1**
- `promoted`: **11**

**Net delta**
- `candidate`: **-8**
- `ignored`: **+6**
- `promoted`: **+2**

### What this means
This was **real memory-value progress**:
- not just less sludge
- but more durable workflow/behavior knowledge preserved

So the remaining `memory-candidates` backlog is now down to:
- **36 candidate**
- **1 needs_more_evidence**

At this point we can keep doing substantive memory review, or switch over to semantic candidates if you want broader cleanup.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 279.2s
Time: model 276.5s, overhead 2.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 447 o 388 cache 669.7k/100% est $0.0069; p≈2.9ktok/11.7kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


By the way we found the caching issue - we need to keep child process active, or persistent if you will, then the following turns are almost 100% cached which improves the cost/quota math a lot.

Also, the memory curation is supposed to review log lines. This did not happen for the backlog as I think the curator only looks at the new lines, and there was breakage and out of order test runs. What were the last log lines reviewed by the curator properly and how many were not properly reviewed due to breakage?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 145


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.1s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.7s
Time: model 10.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_cSw0jmY0cUOijfIqqmn5eI3


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.3s
Time: model 16.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- read / pending / call_usStD3dWiSAI4w6mX1rR9jj


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.9s
Time: model 21.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 29.2s
Time: model 27.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.9s
Time: model 32.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 40.5s
Time: model 38.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 46.1s
Time: model 44.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 51.8s
Time: model 49.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (8):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- processed_log_entries|processed_model_conversation_entries|meta / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- bash / pending / call_Q4SxO2610kbaBlhrTu9BBiy


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 57.7s
Time: model 55.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 63.2s
Time: model 61.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 68.8s
Time: model 66.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- processed_log_entries|processed_model_conversation_entries|meta / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- Counts perpetual and model conversation log lines / completed / Counts perpetual and model conversation log lines
- No new user messages since last curation|2026-05-25T09:54|processed_model_conver / completed / /home/matrix-lite/state/persistent-chat
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Yes


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- processed_log_entries|processed_model_conversation_entries|meta / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- Counts perpetual and model conversation log lines / completed / Counts perpetual and model conversation log lines
- No new user messages since last curation|2026-05-25T09:54|processed_model_conver / completed / /home/matrix-lite/state/persistent-chat
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Yes. I checked the actual source artifacts, and the bad news is:

- the **semantic-memory cursor** says:
  - `processed_model_conversation_entries: 2792`
- and `model-conversation-log.jsonl` currently has exactly **2792** lines
- that file ends at:
  - **2026-05-24T19:23:25Z**
  - a **reload meta event**

So the last log lines the curator reviewed **properly** through its normal semantic-memory pipeline were:
- **model-conversation-log lines 1–2792**
- ending at **2026-05-24 19:23Z**

After that, the curator’s normal “what new conversation happened?” logic appears to have gone stale.

### Why this is bad
`perpetual-log


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 74.5s
Time: model 72.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (10):
- 3 todos / completed / call_cSw0jmY0cUOijfIqqmn5eI3
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md
- processed_log_entries|processed_model_conversation_entries|meta / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/semantic-memory.json / completed / /home/matrix-lite/state/persistent-chat/semantic-memory.json
- ../../state/persistent-chat/model-conversation-log.jsonl / completed / /home/matrix-lite/state/persistent-chat/model-conversation-log.jsonl
- Counts perpetual and model conversation log lines / completed / Counts perpetual and model conversation log lines
- No new user messages since last curation|2026-05-25T09:54|processed_model_conver / completed / /home/matrix-lite/state/persistent-chat
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Yes. I checked the actual source artifacts, and the bad news is:

- the **semantic-memory cursor** says:
  - `processed_model_conversation_entries: 2792`
- and `model-conversation-log.jsonl` currently has exactly **2792** lines
- that file ends at:
  - **2026-05-24T19:23:25Z**
  - a **reload meta event**

So the last log lines the curator reviewed **properly** through its normal semantic-memory pipeline were:
- **model-conversation-log lines 1–2792**
- ending at **2026-05-24 19:23Z**

After that, the curator’s normal “what new conversation happened?” logic appears to have gone stale.

### Why this is bad
`perpetual-log.jsonl` now has:
- **3790** lines

So there are at least:
- **998 perpetual-log lines beyond the last model-conversation-log line**

And because the semantic-memory pipeline keys off `processed_model_conversation_entries`, those later lines were **not properly reviewed by the normal conversation-aware curation path**.

### Strong symptom
`curator-journal.md` keeps repeating:
- “No user-facing conversation since ~2026-05-25T09:54Z”

But that is clearly false now.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (18):
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- def memory_candidates_cmd|mc=sub.add_parser\('memory-candidates'\)|if args.cmd== / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- Success. Updated the following files:
M ../../app/scripts/persistent-chat-memory / completed / call_s9ILHkNmYsPEV5LLK9Ed9yY
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- memory-candidates|bulk-mark|mark'|mark\)|review-packet|candidate rows / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- argparse|def main\(|if __name__ == '__main__'|CANDIDATES|SEMANTIC_CANDIDATES|CUR / completed / /home/matrix-lite/app/scripts
- ../../app/scripts / completed / /home/matrix-lite/app/scripts
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/persistent-chat-memory / completed / /home/matrix-lite/app/scripts/persistent-chat-memory
- 3 todos / completed / call_w3H9I6snK9ElqCayKXvVwdz
- 0 todos / completed / call_CRPQX2tuRP7UljKQ2908w6B
- Recounts memory candidate statuses after additional cleanup / completed / Recounts memory candidate statuses after additional cleanup
- Success. Updated the following files:
M ../../state/persistent-chat/curator-jour / completed / call_sDyZYZeDrT1yl6cEv80jBBt
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_8ijGrqVPTNDaHLJU0rrTsAN
- ../../state/persistent-chat/curator-journal.md / completed / /home/matrix-lite/state/persistent-chat/curator-journal.md

Draft:
Yes. I checked the actual source artifacts, and the bad news is:

- the **semantic-memory cursor** says:
  - `processed_model_conversation_entries: 2792`
- and `model-conversation-log.jsonl` currently has exactly **2792** lines
- that file ends at:
  - **2026-05-24T19:23:25Z**
  - a **reload meta event**

So the last log lines the curator reviewed **properly** through its normal semantic-memory pipeline were:
- **model-conversation-log lines 1–2792**
- ending at **2026-05-24 19:23Z**

After that, the curator’s normal “what new conversation happened?” logic appears to have gone stale.

### Why this is bad
`perpetual-log.jsonl` now has:
- **3790** lines

So there are at least:
- **998 perpetual-log lines beyond the last model-conversation-log line**

And because the semantic-memory pipeline keys off `processed_model_conversation_entries`, those later lines were **not properly reviewed by the normal conversation-aware curation path**.

### Strong symptom
`curator-journal.md` keeps repeating:
- “No user-facing conversation since ~2026-05-25T09:54Z”

But that is clearly false now. So the curator is operating on a stale picture of the chat.

### My best compact diagnosis
- **Last properly reviewed conversation line:** model-conversation-log line **2792**
- **Timestamp of last properly reviewed item:** **2026-05-24T19:23:25Z**
- **At least not properly reviewed via the normal pipeline:** **998 later perpetual-log lines**
- and more importantly, **all user conversation after that point is suspect for missed curation**, because the curator’s “new conversation” source stopped advancing

So yes — there is a real backlog gap caused by breakage, not just a vague feeling.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 79.8s
Time: model 77.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 40.0k o 411 t 130 cache 632.3k/94% est $0.1080; p≈3.5ktok/13.9kch
Ctx: direct ACP session 670.5k; active 835; cache 669.7k/100%; p≈2.9ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


Yes. I checked the actual source artifacts, and the bad news is:

- the **semantic-memory cursor** says:
  - `processed_model_conversation_entries: 2792`
- and `model-conversation-log.jsonl` currently has exactly **2792** lines
- that file ends at:
  - **2026-05-24T19:23:25Z**
  - a **reload meta event**

So the last log lines the curator reviewed **properly** through its normal semantic-memory pipeline were:
- **model-conversation-log lines 1–2792**
- ending at **2026-05-24 19:23Z**

After that, the curator’s normal “what new conversation happened?” logic appears to have gone stale.

### Why this is bad
`perpetual-log.jsonl` now has:
- **3790** lines

So there are at least:
- **998 perpetual-log lines beyond the last model-conversation-log line**

And because the semantic-memory pipeline keys off `processed_model_conversation_entries`, those later lines were **not properly reviewed by the normal conversation-aware curation path**.

### Strong symptom
`curator-journal.md` keeps repeating:
- “No user-facing conversation since ~2026-05-25T09:54Z”

But that is clearly false now. So the curator is operating on a stale picture of the chat.

### My best compact diagnosis
- **Last properly reviewed conversation line:** model-conversation-log line **2792**
- **Timestamp of last properly reviewed item:** **2026-05-24T19:23:25Z**
- **At least not properly reviewed via the normal pipeline:** **998 later perpetual-log lines**
- and more importantly, **all user conversation after that point is suspect for missed curation**, because the curator’s “new conversation” source stopped advancing

So yes — there is a real backlog gap caused by breakage, not just a vague feeling.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 80.5s
Time: model 77.8s, overhead 2.7s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 40.0k o 411 t 130 cache 632.3k/94% est $0.1080; p≈3.5ktok/13.9kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


But we had conversation yesterday and today after we fixed the curator. Is it still not picking up new lines?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.3s
Time: overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 146


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.1s
Time: model 5.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.7s
Time: model 10.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.3s
Time: model 16.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.9s
Time: model 21.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 29.5s
Time: model 27.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 35.0s
Time: model 33.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 40.6s
Time: model 38.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 46.1s
Time: model 44.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 51.9s
Time: model 49.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 57.6s
Time: model 55.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 62.2%; usable 70.8%; observed turns 116; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 63.2s
Time: model 61.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 68.9s
Time: model 66.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 74.4s
Time: model 72.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 80.0s
Time: model 78.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 85.6s
Time: model 83.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 91.2s
Time: model 89.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 96.8s
Time: model 94.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 102.4s
Time: model 100.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 107.9s
Time: model 105.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 113.5s
Time: model 111.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 119.1s
Time: model 117.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 124.7s
Time: model 122.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 130.4s
Time: model 128.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 135.9s
Time: model 133.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 141.5s
Time: model 139.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 147.1s
Time: model 145.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 152.7s
Time: model 150.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 158.2s
Time: model 156.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 163.8s
Time: model 161.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 169.4s
Time: model 167.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 174.9s
Time: model 172.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 180.5s
Time: model 178.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 186.1s
Time: model 184.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 191.8s
Time: model 189.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 197.4s
Time: model 195.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 202.9s
Time: model 200.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 208.6s
Time: model 206.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 214.1s
Time: model 212.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 219.7s
Time: model 217.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 225.3s
Time: model 223.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 230.8s
Time: model 228.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 236.4s
Time: model 234.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 242.0s
Time: model 239.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 247.5s
Time: model 245.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 253.3s
Time: model 251.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 258.8s
Time: model 256.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 264.4s
Time: model 262.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 270.0s
Time: model 267.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 275.6s
Time: model 273.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 281.2s
Time: model 279.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 286.8s
Time: model 284.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 292.4s
Time: model 290.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 298.0s
Time: model 295.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 303.7s
Time: model 301.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 309.3s
Time: model 307.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 315.0s
Time: model 312.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 320.6s
Time: model 318.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 326.2s
Time: model 324.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 331.7s
Time: model 329.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 337.4s
Time: model 335.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 343.1s
Time: model 341.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 348.6s
Time: model 346.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 354.2s
Time: model 352.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 359.9s
Time: model 357.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 365.7s
Time: model 363.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 371.3s
Time: model 369.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 377.0s
Time: model 374.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 382.4s
Time: model 380.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 387.8s
Time: model 385.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 393.4s
Time: model 391.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 398.9s
Time: model 396.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 404.5s
Time: model 402.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 410.1s
Time: model 408.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 415.8s
Time: model 413.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 421.3s
Time: model 419.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 426.9s
Time: model 424.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 432.5s
Time: model 430.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 438.4s
Time: model 436.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 444.0s
Time: model 441.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 449.6s
Time: model 447.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 455.1s
Time: model 453.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 460.9s
Time: model 458.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 466.5s
Time: model 464.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 472.1s
Time: model 470.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 477.8s
Time: model 475.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 483.3s
Time: model 481.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 489.1s
Time: model 487.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 494.7s
Time: model 492.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 500.4s
Time: model 498.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 506.0s
Time: model 503.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 511.6s
Time: model 509.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 517.1s
Time: model 515.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 522.8s
Time: model 520.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 528.4s
Time: model 526.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 534.0s
Time: model 531.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 539.5s
Time: model 537.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 545.2s
Time: model 543.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 550.8s
Time: model 548.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 556.4s
Time: model 554.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 562.1s
Time: model 560.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 567.7s
Time: model 565.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 573.3s
Time: model 571.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 579.0s
Time: model 576.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 584.5s
Time: model 582.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 590.1s
Time: model 588.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 595.7s
Time: model 593.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 601.3s
Time: model 599.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 606.9s
Time: model 604.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 612.4s
Time: model 610.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 618.0s
Time: model 615.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 623.8s
Time: model 621.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 629.4s
Time: model 627.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 635.0s
Time: model 632.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 640.6s
Time: model 638.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 646.2s
Time: model 644.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 651.8s
Time: model 649.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 657.4s
Time: model 655.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 663.0s
Time: model 660.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 668.6s
Time: model 666.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 674.2s
Time: model 672.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 679.8s
Time: model 677.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 685.6s
Time: model 683.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 691.1s
Time: model 689.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 696.5s
Time: model 694.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 702.0s
Time: model 699.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 707.6s
Time: model 705.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 713.3s
Time: model 711.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 718.9s
Time: model 716.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 724.5s
Time: model 722.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 730.1s
Time: model 728.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 735.7s
Time: model 733.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 741.3s
Time: model 739.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 747.0s
Time: model 744.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 752.6s
Time: model 750.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 758.1s
Time: model 756.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 763.7s
Time: model 761.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 769.3s
Time: model 767.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 774.9s
Time: model 772.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 780.5s
Time: model 778.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 786.1s
Time: model 784.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 791.7s
Time: model 789.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 797.3s
Time: model 795.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 802.9s
Time: model 800.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 808.6s
Time: model 806.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 814.4s
Time: model 812.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 820.0s
Time: model 817.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 825.6s
Time: model 823.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 831.3s
Time: model 829.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 836.8s
Time: model 834.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 842.5s
Time: model 840.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 848.1s
Time: model 846.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 853.8s
Time: model 851.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 859.4s
Time: model 857.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 864.9s
Time: model 862.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 870.6s
Time: model 868.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 876.2s
Time: model 874.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 881.9s
Time: model 879.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 887.5s
Time: model 885.4s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 893.1s
Time: model 891.0s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 898.7s
Time: model 896.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 904.4s
Time: model 902.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 910.0s
Time: model 907.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 915.6s
Time: model 913.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 921.2s
Time: model 919.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 926.8s
Time: model 924.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 932.6s
Time: model 930.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 938.2s
Time: model 936.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 943.8s
Time: model 941.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 949.4s
Time: model 947.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 955.0s
Time: model 952.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 960.6s
Time: model 958.5s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 966.2s
Time: model 964.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 971.8s
Time: model 969.8s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 977.4s
Time: model 975.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 983.0s
Time: model 980.9s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 988.4s
Time: model 986.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 994.2s
Time: model 992.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 999.7s
Time: model 997.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1005.3s
Time: model 1003.3s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1011.2s
Time: model 1009.1s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1016.7s
Time: model 1014.6s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1022.2s
Time: model 1020.2s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1027.8s
Time: model 1025.7s, overhead 1.3s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.5ktok/14.0kch
Ctx: direct ACP session 672.8k; active 40.5k; cache 632.3k/94%; p≈3.5ktok; ctx 64.1%; usable 73.0%; observed turns 118; actual turns 147