Yes — I found where it lives.

The relevant place is:

- `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`

And the concrete issue is:
- the persistent-chat memory helper is only available to me here as a **shell command**
- so I end up invoking:
  - `python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`
- which goes through **bash permission rules**
- that creates unnecessary permission prompts and timeout risk

What I’d change:
1. **Expose the helper’s useful operations as proper MCP tools** instead of only as shell commands
   - best fix
   - removes the bash/approval friction entirely for normal curation actions

2. If we want a smaller stopgap:
   - add an explicit allow pattern for the exact helper invocation path
   - but that’s weaker than MCP exposure, because it still depends on bash

So the patch target is not really “more broad permissions everywhere.”
It’s:

- **make memory-candidates operations available through the existing `persistent_chat` MCP path**
- and use permissions only for the actual source files:
  - `curated-memory.md`
  - `memory-candidates.jsonl`
  - `semantic-candidates.jsonl`
  - `curator-journal.md`
  - etc.

That’s the proper architectural fix.

So yes:
- **I found where the config lives**
- and the right patch is to improve the **tool surface**, not just punch a bigger hole in bash allowances.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 88.4s
Time: model 84.9s, overhead 3.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 9.3k o 319 t 150 cache 754.7k/99% est $0.0304; p≈3.1ktok/12.2kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


How do we make them available? Let's fix this properly


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 71.7%; usable 73.1%; observed turns 162; actual turns 195


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 195


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.8s
Time: overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 195


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.4s
Time: model 5.0s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 195


📝 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: 13.6s
Time: model 11.2s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 19.2s
Time: model 16.8s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 24.9s
Time: model 22.5s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.7s
Time: model 28.3s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- grep / pending / call_n2ldhSC5MdobezpNAIrh00p


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.5s
Time: model 34.1s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 42.4s
Time: model 40.0s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 48.2s
Time: model 45.7s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- memory_candidates|semantic_candidates|@mcp\.tool|def .*candidates|review_packet| / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 53.8s
Time: model 51.4s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 59.6s
Time: model 57.2s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- memory_candidates|semantic_candidates|@mcp\.tool|def .*candidates|review_packet| / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- semantic_candidates|memory_candidates|@mcp\.tool\(\)|def [a-z_]+\( / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py

Draft:
Yes


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- memory_candidates|semantic_candidates|@mcp\.tool|def .*candidates|review_packet| / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- semantic_candidates|memory_candidates|@mcp\.tool\(\)|def [a-z_]+\( / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py

Draft:
Yes — I checked, and the proper fix is clear now.

### The real problem
The helper exists in two layers:

1. **CLI helper**
- `/home/matrix-lite/app/scripts/persistent-chat-memory`
- already has `memory-candidates list/mark/bulk-mark/...`

2. **Persistent-chat MCP server**
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

But the MCP server currently exposes only:
- `memory_search`
- index source add/remove/rebuild/embed/status tools
- document fetch/explain tools

It does **not** expose:
- `memory-candidates list`
- `memory-candidates mark`
- `memory-candidates bulk-mark`
- `review-packet` style operations

### Why that matters
Because in this chat, I can only reach the candidate cleanup helper via:
- `bash -> python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

So the fix is **not** mainly permissions.
The fix is:

## Add proper MCP tools to the existing `persistent_chat` MCP server

Specifically in:
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

Add tool wrappers like:
- `memory_candidates_list(...)`
- `memory_candidates_mark(...)`
- `memory_candidates_bulk_mark(...)`
- maybe `memory_candidates_review_packet(...)`

These should operate directly on:
- `memory-candidates.jsonl`
- `semantic-candidates.jsonl`
- `curator-journal.md`
- other source artifacts

### Good news
We likely **


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 65.3s
Time: model 62.9s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- memory_candidates|semantic_candidates|@mcp\.tool|def .*candidates|review_packet| / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- ../../app/scripts/matrix-lite-persistent-chat-memory-mcp.py / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py
- semantic_candidates|memory_candidates|@mcp\.tool\(\)|def [a-z_]+\( / completed / /home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py

Draft:
Yes — I checked, and the proper fix is clear now.

### The real problem
The helper exists in two layers:

1. **CLI helper**
- `/home/matrix-lite/app/scripts/persistent-chat-memory`
- already has `memory-candidates list/mark/bulk-mark/...`

2. **Persistent-chat MCP server**
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

But the MCP server currently exposes only:
- `memory_search`
- index source add/remove/rebuild/embed/status tools
- document fetch/explain tools

It does **not** expose:
- `memory-candidates list`
- `memory-candidates mark`
- `memory-candidates bulk-mark`
- `review-packet` style operations

### Why that matters
Because in this chat, I can only reach the candidate cleanup helper via:
- `bash -> python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

So the fix is **not** mainly permissions.
The fix is:

## Add proper MCP tools to the existing `persistent_chat` MCP server

Specifically in:
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

Add tool wrappers like:
- `memory_candidates_list(...)`
- `memory_candidates_mark(...)`
- `memory_candidates_bulk_mark(...)`
- maybe `memory_candidates_review_packet(...)`

These should operate directly on:
- `memory-candidates.jsonl`
- `semantic-candidates.jsonl`
- `curator-journal.md`
- other source artifacts

### Good news
We likely **do not** need to change the MCP mount/config much:
- `persistent_chat` MCP is already enabled in
  - `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`
- and edit permissions for the relevant source files already exist

So the patch is mostly:
- **tool-surface expansion**
not
- **permission expansion**

### In short
- **Current bad path:** chat → bash → helper CLI
- **Proper path:** chat → persistent_chat MCP tool → source artifacts

That’s the real fix. If you want, next I can write the MCP wrappers for the candidate operations.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 69.1s
Time: model 66.7s, overhead 1.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 7.1k o 459 t 136 cache 772.1k/99% est $0.0266; p≈3.4ktok/13.5kch
Ctx: direct ACP session 764.5k; active 9.8k; cache 754.7k/99%; p≈3.1ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


Yes — I checked, and the proper fix is clear now.

### The real problem
The helper exists in two layers:

1. **CLI helper**
- `/home/matrix-lite/app/scripts/persistent-chat-memory`
- already has `memory-candidates list/mark/bulk-mark/...`

2. **Persistent-chat MCP server**
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

But the MCP server currently exposes only:
- `memory_search`
- index source add/remove/rebuild/embed/status tools
- document fetch/explain tools

It does **not** expose:
- `memory-candidates list`
- `memory-candidates mark`
- `memory-candidates bulk-mark`
- `review-packet` style operations

### Why that matters
Because in this chat, I can only reach the candidate cleanup helper via:
- `bash -> python3 /home/matrix-lite/app/scripts/persistent-chat-memory ...`

So the fix is **not** mainly permissions.
The fix is:

## Add proper MCP tools to the existing `persistent_chat` MCP server

Specifically in:
- `/home/matrix-lite/app/scripts/matrix-lite-persistent-chat-memory-mcp.py`

Add tool wrappers like:
- `memory_candidates_list(...)`
- `memory_candidates_mark(...)`
- `memory_candidates_bulk_mark(...)`
- maybe `memory_candidates_review_packet(...)`

These should operate directly on:
- `memory-candidates.jsonl`
- `semantic-candidates.jsonl`
- `curator-journal.md`
- other source artifacts

### Good news
We likely **do not** need to change the MCP mount/config much:
- `persistent_chat` MCP is already enabled in
  - `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`
- and edit permissions for the relevant source files already exist

So the patch is mostly:
- **tool-surface expansion**
not
- **permission expansion**

### In short
- **Current bad path:** chat → bash → helper CLI
- **Proper path:** chat → persistent_chat MCP tool → source artifacts

That’s the real fix. If you want, next I can write the MCP wrappers for the candidate operations.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 70.2s
Time: model 66.7s, overhead 3.5s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: i 7.1k o 459 t 136 cache 772.1k/99% est $0.0266; p≈3.4ktok/13.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


Yes this sounds great please write and add them


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 0.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.9s
Time: overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 196


📝 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: 7.5s
Time: model 5.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_SOXrrd8ZMsX3XFEFxRGxqfn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 13.2s
Time: model 10.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / in_progress / call_SOXrrd8ZMsX3XFEFxRGxqfn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 18.9s
Time: model 16.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 24.5s
Time: model 22.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 30.3s
Time: model 27.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- 3 todos / completed / call_SOXrrd8ZMsX3XFEFxRGxqfn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 36.2s
Time: model 33.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 42.0s
Time: model 39.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 47.9s
Time: model 45.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 53.5s
Time: model 51.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 59.3s
Time: model 56.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 65.0s
Time: model 62.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 70.8s
Time: model 68.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 76.5s
Time: model 74.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 82.3s
Time: model 79.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 88.1s
Time: model 85.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 93.8s
Time: model 91.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 99.6s
Time: model 97.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 105.4s
Time: model 103.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 111.2s
Time: model 108.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 117.0s
Time: model 114.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 122.8s
Time: model 120.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 128.6s
Time: model 126.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 134.4s
Time: model 131.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 140.1s
Time: model 137.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 145.9s
Time: model 143.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 151.7s
Time: model 149.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 157.4s
Time: model 155.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 163.0s
Time: model 160.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 168.7s
Time: model 166.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 174.5s
Time: model 172.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 180.3s
Time: model 177.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 186.0s
Time: model 183.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 191.7s
Time: model 189.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 197.5s
Time: model 195.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 72.9%; usable 74.3%; observed turns 163; actual turns 197


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 203.2s
Time: model 200.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 208.9s
Time: model 206.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 214.7s
Time: model 212.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 220.4s
Time: model 218.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 226.2s
Time: model 223.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 232.0s
Time: model 229.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 237.9s
Time: model 235.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 243.6s
Time: model 241.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 249.4s
Time: model 247.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 254.9s
Time: model 252.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 260.6s
Time: model 258.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 266.3s
Time: model 263.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 272.1s
Time: model 269.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 277.8s
Time: model 275.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 283.6s
Time: model 281.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 289.5s
Time: model 287.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 295.2s
Time: model 292.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 301.0s
Time: model 298.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 306.8s
Time: model 304.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 312.6s
Time: model 310.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 318.3s
Time: model 315.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 324.1s
Time: model 321.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 329.8s
Time: model 327.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 335.6s
Time: model 333.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 341.4s
Time: model 338.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 347.2s
Time: model 344.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 352.9s
Time: model 350.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 358.7s
Time: model 356.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 364.8s
Time: model 362.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 370.6s
Time: model 368.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 376.3s
Time: model 373.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 382.0s
Time: model 379.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 387.8s
Time: model 385.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 393.5s
Time: model 391.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 399.4s
Time: model 397.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 405.2s
Time: model 402.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 410.9s
Time: model 408.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 416.7s
Time: model 414.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 422.5s
Time: model 420.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 428.3s
Time: model 425.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 434.1s
Time: model 431.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 439.8s
Time: model 437.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 445.6s
Time: model 443.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 451.3s
Time: model 448.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 457.2s
Time: model 454.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 462.9s
Time: model 460.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 468.6s
Time: model 466.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 474.4s
Time: model 471.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 480.2s
Time: model 477.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 485.9s
Time: model 483.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 491.8s
Time: model 489.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 497.5s
Time: model 495.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 503.3s
Time: model 500.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 509.1s
Time: model 506.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 514.8s
Time: model 512.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 520.6s
Time: model 518.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 526.3s
Time: model 523.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 532.1s
Time: model 529.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 537.8s
Time: model 535.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 543.4s
Time: model 541.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 549.3s
Time: model 546.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 555.1s
Time: model 552.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 560.9s
Time: model 558.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 566.6s
Time: model 564.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 572.4s
Time: model 569.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 578.2s
Time: model 575.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 584.0s
Time: model 581.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 589.7s
Time: model 587.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 595.4s
Time: model 593.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 601.2s
Time: model 598.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 606.9s
Time: model 604.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 612.8s
Time: model 610.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 618.6s
Time: model 616.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 624.3s
Time: model 621.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 630.1s
Time: model 627.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 635.8s
Time: model 633.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 641.5s
Time: model 639.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 647.4s
Time: model 644.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 653.1s
Time: model 650.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 658.9s
Time: model 656.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 664.8s
Time: model 662.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 670.5s
Time: model 668.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 676.3s
Time: model 673.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 682.2s
Time: model 679.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 688.0s
Time: model 685.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 693.8s
Time: model 691.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 699.5s
Time: model 697.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 705.2s
Time: model 702.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 710.9s
Time: model 708.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 716.7s
Time: model 714.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 722.5s
Time: model 720.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 728.2s
Time: model 725.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 733.9s
Time: model 731.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 739.7s
Time: model 737.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 745.6s
Time: model 743.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 751.4s
Time: model 749.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 757.5s
Time: model 755.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 763.2s
Time: model 760.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 769.0s
Time: model 766.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 774.8s
Time: model 772.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 780.7s
Time: model 778.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 786.5s
Time: model 784.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 792.3s
Time: model 789.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 798.2s
Time: model 795.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 804.0s
Time: model 801.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 810.0s
Time: model 807.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 815.8s
Time: model 813.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 821.8s
Time: model 819.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 827.5s
Time: model 825.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 833.3s
Time: model 830.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 839.1s
Time: model 836.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 844.9s
Time: model 842.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 850.5s
Time: model 848.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 856.3s
Time: model 853.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 862.0s
Time: model 859.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 867.8s
Time: model 865.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 873.9s
Time: model 871.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 879.7s
Time: model 877.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 885.5s
Time: model 883.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 891.3s
Time: model 888.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 897.0s
Time: model 894.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 902.7s
Time: model 900.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 908.6s
Time: model 906.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 914.3s
Time: model 911.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 920.1s
Time: model 917.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 925.8s
Time: model 923.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 931.6s
Time: model 929.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 937.5s
Time: model 935.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 943.3s
Time: model 940.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 949.1s
Time: model 946.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 954.9s
Time: model 952.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 960.6s
Time: model 958.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 966.3s
Time: model 963.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 972.0s
Time: model 969.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 977.8s
Time: model 975.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 983.6s
Time: model 981.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 989.4s
Time: model 987.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 995.2s
Time: model 992.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1001.2s
Time: model 998.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1007.0s
Time: model 1004.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1012.7s
Time: model 1010.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1018.5s
Time: model 1016.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1024.2s
Time: model 1021.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1029.9s
Time: model 1027.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1035.8s
Time: model 1033.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1041.5s
Time: model 1039.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1047.3s
Time: model 1044.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1053.1s
Time: model 1050.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1058.9s
Time: model 1056.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1064.8s
Time: model 1062.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1070.6s
Time: model 1068.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1076.4s
Time: model 1073.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1082.1s
Time: model 1079.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1087.9s
Time: model 1085.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1093.6s
Time: model 1091.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1099.4s
Time: model 1097.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1105.2s
Time: model 1102.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1111.0s
Time: model 1108.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1116.8s
Time: model 1114.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1122.6s
Time: model 1120.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1128.4s
Time: model 1126.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1134.2s
Time: model 1131.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1139.9s
Time: model 1137.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1145.7s
Time: model 1143.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1151.5s
Time: model 1149.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1157.2s
Time: model 1154.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1162.9s
Time: model 1160.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1168.6s
Time: model 1166.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1174.3s
Time: model 1171.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1180.0s
Time: model 1177.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1185.9s
Time: model 1183.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1191.8s
Time: model 1189.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1197.5s
Time: model 1195.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1203.3s
Time: model 1200.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1209.1s
Time: model 1206.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1214.8s
Time: model 1212.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1220.6s
Time: model 1218.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1226.3s
Time: model 1223.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1232.0s
Time: model 1229.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1237.8s
Time: model 1235.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1243.5s
Time: model 1241.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1249.3s
Time: model 1246.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1255.1s
Time: model 1252.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1260.9s
Time: model 1258.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1266.6s
Time: model 1264.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1272.4s
Time: model 1270.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1278.2s
Time: model 1275.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1284.0s
Time: model 1281.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1289.7s
Time: model 1287.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1295.5s
Time: model 1293.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1301.3s
Time: model 1298.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1307.0s
Time: model 1304.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1312.8s
Time: model 1310.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1318.6s
Time: model 1316.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1324.4s
Time: model 1321.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1330.1s
Time: model 1327.7s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1335.9s
Time: model 1333.4s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1341.7s
Time: model 1339.2s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1347.4s
Time: model 1345.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1353.2s
Time: model 1350.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1359.0s
Time: model 1356.6s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1364.8s
Time: model 1362.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1370.5s
Time: model 1368.1s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1376.5s
Time: model 1374.0s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1382.4s
Time: model 1379.9s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1388.2s
Time: model 1385.8s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1394.0s
Time: model 1391.5s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟠 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1396.7s
Time: model 1394.3s, overhead 1.8s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈3.3ktok/13.2kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🔴 Failed
Stage: model/tool run failed
Model: openai/gpt-5.4
Elapsed: 1397.4s
Time: model 1394.3s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🔴 Failed
Stage: no final answer
Model: openai/gpt-5.4
Elapsed: 1397.8s
Time: model 1394.3s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


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


* 🔴 Failed
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1398.1s
Time: model 1394.3s, overhead 3.8s
Cause: direct ACP timeout after 1830s/1830000ms
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: est $0.0000; p≈3.3ktok/13.2kch
Ctx: direct ACP p≈3.3ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


This wasn't actually timed out but it was going to. What got stuck?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.2s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1.9s
Time: overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 7.8s
Time: model 5.0s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 197; stage warn


📝 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: 13.9s
Time: model 11.2s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 198; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 19.6s
Time: model 16.9s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 164; actual turns 198; stage warn


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 25.4s
Time: model 22.6s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 165; actual turns 198; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- todowrite / pending / call_C4gA6rxDM5TtcbinV6YQu4X


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 31.2s
Time: model 28.4s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 165; actual turns 198; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- 3 todos / completed / call_C4gA6rxDM5TtcbinV6YQu4X
- matrix_lite_status_search_session_logs / pending / call_YoiQmrA5n3HxzWG0nJVXdqy


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 37.0s
Time: model 34.3s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 165; actual turns 198; stage warn


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- 3 todos / completed / call_C4gA6rxDM5TtcbinV6YQu4X
- matrix_lite_status_search_session_logs / completed / "Yes this sounds great please write and add them" OR "memory_candidates_list" OR "memory_candidates_mark" OR "memory_candidates_bulk_mark" OR "direct ACP timeout after 1830s"
- matrix_lite_status_list_session_log_files / in_progress / call_vlhTrSo4hjhUPYuuzShUxrs
- matrix_lite_status_runtime_debug_report / in_progress / call_MSp6UjCwKq8sWRYWg1p5het


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 42.6s
Time: model 39.8s, overhead 1.9s
Backend: ses_1a4838151ffe2RE9g5hXeQ8xwX
Turn: p≈3.6ktok/14.5kch
Ctx: direct ACP session 779.8k; active 7.7k; cache 772.1k/99%; p≈3.4ktok; ctx 74.4%; usable 75.8%; observed turns 165; actual turns 198; stage warn