* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (9):
- 3 todos / completed / call_Yjzmiv7YCABw4DnSiPtiHYQ
- apply_patch / failed / call_KTKJ3rFawiqdw3kw3GUJSQ6
- ../../app/prompts/persistent-chat/bootstrap.md / completed / /home/matrix-lite/app/prompts/persistent-chat/bootstrap.md
- ../../state/persistent-chat/character.json / completed / /home/matrix-lite/state/persistent-chat/character.json
- Success. Updated the following files:
M ../../app/prompts/persistent-chat/bootst / completed / call_IwEoi9Q7THXd8iTpPwkN18e
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_bSl8xb93wfY7yII45bHlrw8
- Success. Updated the following files:
M ../../state/persistent-chat/curator-jour / completed / call_XiTSqDDKFlYpegrBHiJ8sOZ
- Recounts memory and semantic candidate statuses / completed / Recounts memory and semantic candidate statuses
- 0 todos / completed / call_KG6R5UIQnDkQ1CqfuDg2PX7

Draft:
Done — this time there is a real delta.

### What I changed

#### Memory candidates
I processed a **larger noise batch**:
- **5 entries** reclassified from `candidate` → `ignored`
- log_index range: **2063–2070**
- reason: same turn-packet metadata recursion noise / no durable workflow or continuity value

#### Semantic candidates
No additional semantic changes in this pass beyond the earlier 2-item cleanup we already landed.

#### Curator journal
I appended a new note saying:
- this batch was **noise reduction only**
- no promotions were made
- so the cleanup should not be mistaken for substantive memory improvement

---

### Before / after counts

#### Memory candidates
**Before**
- `candidate`: **112**
- `ignored`: **28**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**After**
- `candidate`: **107**
- `ignored`: **33**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**Net delta**
- `candidate`: **-5**
- `ignored`: **+5**

#### Semantic candidates
**Before**
- `stale`: **186**
- `ignored`: **4**
- `needs_more_evidence`: **1**
- `promoted`: **15**

**After**
- unchanged

---

### What this means
This was **real progress**, but only of the cleanup kind:
- less backlog noise
- no new durable memory promoted
- no new operational state captured

So I’m not going to pretend this improved actual memory quality much yet — it mostly reduced sludge.

Next best move is probably to switch from:
- **


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 504.5k; active 497.9k; cache 6.7k/1%; p≈3.4ktok; ctx 48.1%; usable 54.7%; observed turns 101; actual turns 130
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (9):
- 3 todos / completed / call_Yjzmiv7YCABw4DnSiPtiHYQ
- apply_patch / failed / call_KTKJ3rFawiqdw3kw3GUJSQ6
- ../../app/prompts/persistent-chat/bootstrap.md / completed / /home/matrix-lite/app/prompts/persistent-chat/bootstrap.md
- ../../state/persistent-chat/character.json / completed / /home/matrix-lite/state/persistent-chat/character.json
- Success. Updated the following files:
M ../../app/prompts/persistent-chat/bootst / completed / call_IwEoi9Q7THXd8iTpPwkN18e
- Success. Updated the following files:
M ../../state/persistent-chat/memory-candi / completed / call_bSl8xb93wfY7yII45bHlrw8
- Success. Updated the following files:
M ../../state/persistent-chat/curator-jour / completed / call_XiTSqDDKFlYpegrBHiJ8sOZ
- Recounts memory and semantic candidate statuses / completed / Recounts memory and semantic candidate statuses
- 0 todos / completed / call_KG6R5UIQnDkQ1CqfuDg2PX7

Draft:
Done — this time there is a real delta.

### What I changed

#### Memory candidates
I processed a **larger noise batch**:
- **5 entries** reclassified from `candidate` → `ignored`
- log_index range: **2063–2070**
- reason: same turn-packet metadata recursion noise / no durable workflow or continuity value

#### Semantic candidates
No additional semantic changes in this pass beyond the earlier 2-item cleanup we already landed.

#### Curator journal
I appended a new note saying:
- this batch was **noise reduction only**
- no promotions were made
- so the cleanup should not be mistaken for substantive memory improvement

---

### Before / after counts

#### Memory candidates
**Before**
- `candidate`: **112**
- `ignored`: **28**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**After**
- `candidate`: **107**
- `ignored`: **33**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**Net delta**
- `candidate`: **-5**
- `ignored`: **+5**

#### Semantic candidates
**Before**
- `stale`: **186**
- `ignored`: **4**
- `needs_more_evidence`: **1**
- `promoted`: **15**

**After**
- unchanged

---

### What this means
This was **real progress**, but only of the cleanup kind:
- less backlog noise
- no new durable memory promoted
- no new operational state captured

So I’m not going to pretend this improved actual memory quality much yet — it mostly reduced sludge.

Next best move is probably to switch from:
- **more noise cleanup**

to:
- **high-value promotion review**
so we start actually saving important things rather than only deleting junk.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 897.5s
Time: model 895.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 585 o 382 cache 494.6k/100% est $0.0072; p≈2.8ktok/11.2kch
Ctx: direct ACP session 504.5k; active 497.9k; cache 6.7k/1%; p≈3.4ktok; ctx 48.1%; usable 54.7%; observed turns 101; actual turns 130


Done — this time there is a real delta.

### What I changed

#### Memory candidates
I processed a **larger noise batch**:
- **5 entries** reclassified from `candidate` → `ignored`
- log_index range: **2063–2070**
- reason: same turn-packet metadata recursion noise / no durable workflow or continuity value

#### Semantic candidates
No additional semantic changes in this pass beyond the earlier 2-item cleanup we already landed.

#### Curator journal
I appended a new note saying:
- this batch was **noise reduction only**
- no promotions were made
- so the cleanup should not be mistaken for substantive memory improvement

---

### Before / after counts

#### Memory candidates
**Before**
- `candidate`: **112**
- `ignored`: **28**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**After**
- `candidate`: **107**
- `ignored`: **33**
- `needs_more_evidence`: **1**
- `promoted`: **6**

**Net delta**
- `candidate`: **-5**
- `ignored`: **+5**

#### Semantic candidates
**Before**
- `stale`: **186**
- `ignored`: **4**
- `needs_more_evidence`: **1**
- `promoted`: **15**

**After**
- unchanged

---

### What this means
This was **real progress**, but only of the cleanup kind:
- less backlog noise
- no new durable memory promoted
- no new operational state captured

So I’m not going to pretend this improved actual memory quality much yet — it mostly reduced sludge.

Next best move is probably to switch from:
- **more noise cleanup**

to:
- **high-value promotion review**
so we start actually saving important things rather than only deleting junk.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 898.1s
Time: model 895.5s, overhead 2.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 585 o 382 cache 494.6k/100% est $0.0072; p≈2.8ktok/11.2kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 48.1%; usable 54.7%; observed turns 101; actual turns 130


Yes please but it will also take forever if we go in batches of 5


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 130


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 130


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 130


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.4s
Time: overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 130


* 🟡 Working
Stage: direct ACP load session start (1.5s)
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 130
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.0s
Time: model 5.0s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 🟡 Working
Stage: direct ACP replay drain done (5.0s)
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: direct ACP prompt started (5.0s)
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.1s
Time: model 11.1s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.6s
Time: model 16.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 🟡 Working
Stage: direct ACP first session update (11.9s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: direct ACP first visible text (12.8s after prompt)
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


* 🟡 Working
Stage: streaming direct ACP progress
Model: openai/gpt-5.4
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX


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


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 24.8s
Time: model 22.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  -


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  - e.g. turn-packet recursion noise, duplicates, clearly stale early testing chatter

- **Ambiguous candidates**
  - 10–20 at a time


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.8s
Time: model 28.8s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  - e.g. turn-packet recursion noise, duplicates, clearly stale early testing chatter

- **Ambiguous candidates**
  - 10–20 at a time
  - things that need a bit of judgment

- **High-value promotion review**
  - 5–10 at a time
  - where destination


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.6s
Time: model 34.6s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  - e.g. turn-packet recursion noise, duplicates, clearly stale early testing chatter

- **Ambiguous candidates**
  - 10–20 at a time
  - things that need a bit of judgment

- **High-value promotion review**
  - 5–10 at a time
  - where destination and wording matter

So the rule should be:
- **large batches for low-risk deletions/relabels**
- **small batches for real curation**

That’s the only way to get through backlog without


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  - e.g. turn-packet recursion noise, duplicates, clearly stale early testing chatter

- **Ambiguous candidates**
  - 10–20 at a time
  - things that need a bit of judgment

- **High-value promotion review**
  - 5–10 at a time
  - where destination and wording matter

So the rule should be:
- **large batches for low-risk deletions/relabels**
- **small batches for real curation**

That’s the only way to get through backlog without wasting days on pure sludge.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 38.7s
Time: model 36.7s, overhead 1.4s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 491.2k o 161 t 29 cache 6.7k/1% est $1.231; p≈3.1ktok/12.5kch
Ctx: direct ACP session 495.6k; active 967; cache 494.6k/100%; p≈2.8ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


Yeah — for obvious sludge, batches of 5 are too timid.

We should use **variable batch sizes**:

- **Obvious garbage**
  - 20–50 at a time
  - e.g. turn-packet recursion noise, duplicates, clearly stale early testing chatter

- **Ambiguous candidates**
  - 10–20 at a time
  - things that need a bit of judgment

- **High-value promotion review**
  - 5–10 at a time
  - where destination and wording matter

So the rule should be:
- **large batches for low-risk deletions/relabels**
- **small batches for real curation**

That’s the only way to get through backlog without wasting days on pure sludge.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 39.3s
Time: model 36.7s, overhead 2.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 491.2k o 161 t 29 cache 6.7k/1% est $1.231; p≈3.1ktok/12.5kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


Agreed please proceed with larger batches


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.0s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.6s
Time: overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 131


📝 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 5.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 12.7s
Time: model 10.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.2s
Time: model 16.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 23.8s
Time: model 21.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 29.3s
Time: model 27.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 34.8s
Time: model 32.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 40.4s
Time: model 38.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 46.0s
Time: model 43.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 51.5s
Time: model 49.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 57.2s
Time: model 55.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 62.9s
Time: model 60.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 68.4s
Time: model 66.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 74.0s
Time: model 71.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 79.5s
Time: model 77.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 85.1s
Time: model 83.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 90.7s
Time: model 88.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 96.4s
Time: model 94.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 102.0s
Time: model 99.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 107.6s
Time: model 105.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 112.9s
Time: model 110.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 118.4s
Time: model 116.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 124.1s
Time: model 122.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 129.6s
Time: model 127.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 135.2s
Time: model 133.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 140.7s
Time: model 138.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 146.3s
Time: model 144.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 151.9s
Time: model 149.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.2%; usable 53.7%; observed turns 102; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 157.4s
Time: model 155.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 163.0s
Time: model 161.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 168.5s
Time: model 166.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 174.1s
Time: model 172.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 179.4s
Time: model 177.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 185.0s
Time: model 183.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 190.6s
Time: model 188.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 196.2s
Time: model 194.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 201.7s
Time: model 199.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 207.2s
Time: model 205.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 212.8s
Time: model 210.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 218.4s
Time: model 216.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 224.0s
Time: model 221.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 229.5s
Time: model 227.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 235.2s
Time: model 233.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 240.8s
Time: model 238.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 246.6s
Time: model 244.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 252.2s
Time: model 250.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 257.8s
Time: model 255.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 263.4s
Time: model 261.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 268.9s
Time: model 266.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 274.5s
Time: model 272.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 280.1s
Time: model 278.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 285.7s
Time: model 283.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 291.2s
Time: model 289.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 296.8s
Time: model 294.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 302.3s
Time: model 300.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 308.0s
Time: model 305.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 313.5s
Time: model 311.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 319.0s
Time: model 317.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 324.6s
Time: model 322.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 330.1s
Time: model 328.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 335.7s
Time: model 333.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 341.3s
Time: model 339.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 346.8s
Time: model 344.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 352.3s
Time: model 350.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 357.9s
Time: model 355.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 363.4s
Time: model 361.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 369.1s
Time: model 367.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 374.7s
Time: model 372.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 380.2s
Time: model 378.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 385.8s
Time: model 383.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 391.3s
Time: model 389.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 396.9s
Time: model 394.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 402.5s
Time: model 400.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 408.0s
Time: model 406.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 413.6s
Time: model 411.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 419.2s
Time: model 417.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 424.7s
Time: model 422.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 430.3s
Time: model 428.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 435.9s
Time: model 433.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 441.4s
Time: model 439.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 446.9s
Time: model 444.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 452.5s
Time: model 450.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 458.0s
Time: model 456.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 463.6s
Time: model 461.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 468.9s
Time: model 466.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 474.3s
Time: model 472.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 479.7s
Time: model 477.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 485.3s
Time: model 483.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 490.9s
Time: model 488.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 496.4s
Time: model 494.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 501.9s
Time: model 499.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 507.5s
Time: model 505.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 513.1s
Time: model 511.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 518.6s
Time: model 516.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 524.2s
Time: model 522.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 529.7s
Time: model 527.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 535.2s
Time: model 533.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 540.8s
Time: model 538.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 546.3s
Time: model 544.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 551.9s
Time: model 549.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 557.4s
Time: model 555.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 563.0s
Time: model 560.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 568.5s
Time: model 566.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 574.1s
Time: model 572.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 579.7s
Time: model 577.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 585.2s
Time: model 583.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 590.9s
Time: model 588.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 596.4s
Time: model 594.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 601.9s
Time: model 599.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 607.6s
Time: model 605.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 613.2s
Time: model 611.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 618.8s
Time: model 616.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 624.3s
Time: model 622.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 629.9s
Time: model 627.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 635.4s
Time: model 633.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 641.0s
Time: model 638.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 646.5s
Time: model 644.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 652.1s
Time: model 650.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 657.6s
Time: model 655.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 663.1s
Time: model 661.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 668.7s
Time: model 666.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 674.3s
Time: model 672.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 679.9s
Time: model 677.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 685.4s
Time: model 683.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 690.9s
Time: model 688.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 696.6s
Time: model 694.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 702.2s
Time: model 700.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 707.7s
Time: model 705.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 713.2s
Time: model 711.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 718.8s
Time: model 716.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 724.3s
Time: model 722.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 729.9s
Time: model 727.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 735.5s
Time: model 733.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 741.0s
Time: model 739.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 746.6s
Time: model 744.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 752.2s
Time: model 750.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 757.7s
Time: model 755.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 763.3s
Time: model 761.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 768.9s
Time: model 766.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 774.4s
Time: model 772.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 779.9s
Time: model 777.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 785.2s
Time: model 783.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 790.7s
Time: model 788.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 796.3s
Time: model 794.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 801.9s
Time: model 799.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 807.4s
Time: model 805.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 813.0s
Time: model 810.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 818.5s
Time: model 816.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 824.1s
Time: model 822.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 829.7s
Time: model 827.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 835.2s
Time: model 833.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 840.8s
Time: model 838.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 846.3s
Time: model 844.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 851.8s
Time: model 849.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 857.4s
Time: model 855.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 863.0s
Time: model 861.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 868.6s
Time: model 866.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 874.1s
Time: model 872.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 879.6s
Time: model 877.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 885.1s
Time: model 883.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 890.6s
Time: model 888.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 896.2s
Time: model 894.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 901.8s
Time: model 899.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 907.3s
Time: model 905.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 912.8s
Time: model 910.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 918.4s
Time: model 916.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 923.9s
Time: model 921.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 929.4s
Time: model 927.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 935.1s
Time: model 933.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 940.6s
Time: model 938.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 946.2s
Time: model 944.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 951.8s
Time: model 949.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 957.3s
Time: model 955.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 962.8s
Time: model 960.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 968.4s
Time: model 966.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 973.9s
Time: model 971.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 979.8s
Time: model 977.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 985.3s
Time: model 983.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 990.9s
Time: model 988.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 996.4s
Time: model 994.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1002.0s
Time: model 999.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1007.5s
Time: model 1005.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1013.0s
Time: model 1011.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1018.6s
Time: model 1016.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1024.1s
Time: model 1022.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1029.7s
Time: model 1027.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1035.2s
Time: model 1033.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1040.8s
Time: model 1038.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1046.3s
Time: model 1044.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1051.9s
Time: model 1049.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1057.4s
Time: model 1055.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1062.9s
Time: model 1060.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1068.5s
Time: model 1066.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1074.0s
Time: model 1072.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1079.6s
Time: model 1077.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1085.1s
Time: model 1083.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1090.4s
Time: model 1088.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1096.0s
Time: model 1093.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1101.6s
Time: model 1099.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1107.1s
Time: model 1105.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1112.6s
Time: model 1110.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1118.1s
Time: model 1116.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1123.6s
Time: model 1121.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1129.2s
Time: model 1127.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1134.7s
Time: model 1132.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1140.2s
Time: model 1138.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1145.8s
Time: model 1143.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1151.6s
Time: model 1149.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1157.1s
Time: model 1155.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1162.8s
Time: model 1160.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1168.4s
Time: model 1166.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1174.0s
Time: model 1171.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1179.6s
Time: model 1177.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1185.2s
Time: model 1183.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1190.7s
Time: model 1188.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1196.2s
Time: model 1194.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1201.8s
Time: model 1199.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1207.3s
Time: model 1205.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1212.8s
Time: model 1210.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1218.3s
Time: model 1216.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1224.0s
Time: model 1221.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1229.5s
Time: model 1227.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1235.0s
Time: model 1233.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1240.6s
Time: model 1238.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1246.2s
Time: model 1244.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1251.7s
Time: model 1249.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1257.2s
Time: model 1255.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1262.7s
Time: model 1260.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1268.3s
Time: model 1266.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1273.8s
Time: model 1271.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1279.3s
Time: model 1277.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1284.9s
Time: model 1282.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1290.4s
Time: model 1288.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1296.1s
Time: model 1294.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1301.6s
Time: model 1299.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1307.2s
Time: model 1305.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1312.8s
Time: model 1310.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1318.4s
Time: model 1316.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1323.9s
Time: model 1321.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1329.5s
Time: model 1327.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1335.0s
Time: model 1332.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1340.5s
Time: model 1338.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1346.1s
Time: model 1344.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1351.7s
Time: model 1349.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1357.2s
Time: model 1355.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1362.8s
Time: model 1360.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1368.4s
Time: model 1366.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1374.0s
Time: model 1371.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1379.5s
Time: model 1377.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1385.0s
Time: model 1383.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1390.6s
Time: model 1388.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1396.2s
Time: model 1394.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1401.7s
Time: model 1399.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1407.2s
Time: model 1405.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1412.7s
Time: model 1410.6s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1418.2s
Time: model 1416.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1423.8s
Time: model 1421.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1429.3s
Time: model 1427.3s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1434.9s
Time: model 1432.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1440.5s
Time: model 1438.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1446.1s
Time: model 1444.1s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1451.7s
Time: model 1449.7s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1457.3s
Time: model 1455.2s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1463.0s
Time: model 1461.0s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_AWbY7HC76VI9p0IR1cNLOZz


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1468.8s
Time: model 1466.8s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_AWbY7HC76VI9p0IR1cNLOZz
- read / pending / call_uR4kavPN6zxCRJqMbvbohym


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1779829385-perm-1779829385533-1
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: 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
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1474.4s
Time: model 1472.4s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1480.0s
Time: model 1477.9s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1485.5s
Time: model 1483.5s, overhead 1.6s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.0ktok/11.8kch
Ctx: direct ACP session 498.1k; active 491.4k; cache 6.7k/1%; p≈3.1ktok; ctx 47.4%; usable 54.0%; observed turns 103; actual turns 132