* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Probably not literally all of it — just all that survived your filters from the areas I checked so far.

Why it got small:
- only **Munich Landkreis**
- mostly **Garching / Oberschleißheim / Unterschleißheim / Ismaning**
- **2-room-ish**
- **≤1200 cold** preferred
- **1200–1300** only as backup
- **July or earlier**
- no swaps
- no suspiciously cheap stuff
- no furnished/temp fallback
- no Frau Kiliç

That combination cuts hard.

So the honest answer is:
- **yes, the shortlist is small**
- but **no, I doubt that’s the entire market**

What’s missing from this pass:
- I haven’t yet gone through **Aschheim / Unterföhring / Hallbergmoos / Unterschleißheim deeper / other Landkreis spillover**
- I haven’t opened every plausible 2-room listing
- I haven’t checked whether some **


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Probably not literally all of it — just all that survived your filters from the areas I checked so far.

Why it got small:
- only **Munich Landkreis**
- mostly **Garching / Oberschleißheim / Unterschleißheim / Ismaning**
- **2-room-ish**
- **≤1200 cold** preferred
- **1200–1300** only as backup
- **July or earlier**
- no swaps
- no suspiciously cheap stuff
- no furnished/temp fallback
- no Frau Kiliç

That combination cuts hard.

So the honest answer is:
- **yes, the shortlist is small**
- but **no, I doubt that’s the entire market**

What’s missing from this pass:
- I haven’t yet gone through **Aschheim / Unterföhring / Hallbergmoos / Unterschleißheim deeper / other Landkreis spillover**
- I haven’t opened every plausible 2-room listing
- I haven’t checked whether some **3-room but affordable** places are still worth considering
- I’ve been filtering aggressively against low-chance junk

So if you want, the next sensible move is:
1. keep the current shortlist
2. **expand the geography**
3. maybe allow **good 2.5–3 room listings** if price is okay
4. keep all the anti-junk filters

So: **not “that’s all that exists,” more like “that’s all that already passed a fairly strict


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Probably not literally all of it — just all that survived your filters from the areas I checked so far.

Why it got small:
- only **Munich Landkreis**
- mostly **Garching / Oberschleißheim / Unterschleißheim / Ismaning**
- **2-room-ish**
- **≤1200 cold** preferred
- **1200–1300** only as backup
- **July or earlier**
- no swaps
- no suspiciously cheap stuff
- no furnished/temp fallback
- no Frau Kiliç

That combination cuts hard.

So the honest answer is:
- **yes, the shortlist is small**
- but **no, I doubt that’s the entire market**

What’s missing from this pass:
- I haven’t yet gone through **Aschheim / Unterföhring / Hallbergmoos / Unterschleißheim deeper / other Landkreis spillover**
- I haven’t opened every plausible 2-room listing
- I haven’t checked whether some **3-room but affordable** places are still worth considering
- I’ve been filtering aggressively against low-chance junk

So if you want, the next sensible move is:
1. keep the current shortlist
2. **expand the geography**
3. maybe allow **good 2.5–3 room listings** if price is okay
4. keep all the anti-junk filters

So: **not “that’s all that exists,” more like “that’s all that already passed a fairly strict first sieve.”**


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 22.1s
Time: model 19.1s, overhead 2.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.6k o 317 t 111 cache 469.5k/99% est $0.0155; p≈2.9ktok/11.5kch
Ctx: direct ACP session 470.6k; active 15.4k; cache 455.2k/97%; p≈2.9ktok; ctx 44.9%; usable 45.8%; observed turns 151; actual turns 152


Probably not literally all of it — just all that survived your filters from the areas I checked so far.

Why it got small:
- only **Munich Landkreis**
- mostly **Garching / Oberschleißheim / Unterschleißheim / Ismaning**
- **2-room-ish**
- **≤1200 cold** preferred
- **1200–1300** only as backup
- **July or earlier**
- no swaps
- no suspiciously cheap stuff
- no furnished/temp fallback
- no Frau Kiliç

That combination cuts hard.

So the honest answer is:
- **yes, the shortlist is small**
- but **no, I doubt that’s the entire market**

What’s missing from this pass:
- I haven’t yet gone through **Aschheim / Unterföhring / Hallbergmoos / Unterschleißheim deeper / other Landkreis spillover**
- I haven’t opened every plausible 2-room listing
- I haven’t checked whether some **3-room but affordable** places are still worth considering
- I’ve been filtering aggressively against low-chance junk

So if you want, the next sensible move is:
1. keep the current shortlist
2. **expand the geography**
3. maybe allow **good 2.5–3 room listings** if price is okay
4. keep all the anti-junk filters

So: **not “that’s all that exists,” more like “that’s all that already passed a fairly strict first sieve.”**


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 23.1s
Time: model 19.1s, overhead 4.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.6k o 317 t 111 cache 469.5k/99% est $0.0155; p≈2.9ktok/11.5kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 44.9%; usable 45.8%; observed turns 151; actual turns 152


Expand it to landkreis only, maybe sort by date first so you don't open stale ones, there are filters on the website you can use


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 152


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 152


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.9s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 152


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 3.4s
Time: overhead 3.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 152


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


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- matrix_lite_extended_tools_extended_tool_call / in_progress / call_iMPXpHc0y2HTTD1MHofmq2Q

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 67.0s
Time: model 61.7s, overhead 3.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / in_progress / call_35vhpqDGB8xFWihq8ttmoeE

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 129.5s
Time: model 124.2s, overhead 3.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / in_progress / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes — there are **more** once I expand to **all of Landkreis** instead of just your first few towns.

I couldn’t get the sort dropdown to expose itself cleanly to automation, but the county-wide page is clearly already surfacing a lot of **very fresh** listings at the top:
- **Neu**
- **Noch XX h exklusiv**
- **Bald verfügbar**

So I used that as a practical “newest-first enough” signal.

## New Landkreis-wide candidates I saw beyond the first cluster

### Fresh and within your preferred band
- **Höhenkirchen-Siegertsbrunn**
  - **1,152 € cold**
  - **48 m²**
  - **2 Zi.**
  - **Wächterhofstraße 2**
  - **Neu**
  - **Noch 3 d exklusiv**
  - this looks like a real fresh candidate

### Fresh but in your expensive tier
- **Neubiberg**
  - **1,240 € cold**
  - **62 m²**
  - **2 Zi.**
  - **Professor-Messerschmitt-Straße 10**
  - **Neu**
  - **Noch 67 h exklusiv**
  - looks plausible if you accept the 1200–1300 tier

### Existing strong expensive-tier one
- **Unterschleißheim**
  - **


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes — there are **more** once I expand to **all of Landkreis** instead of just your first few towns.

I couldn’t get the sort dropdown to expose itself cleanly to automation, but the county-wide page is clearly already surfacing a lot of **very fresh** listings at the top:
- **Neu**
- **Noch XX h exklusiv**
- **Bald verfügbar**

So I used that as a practical “newest-first enough” signal.

## New Landkreis-wide candidates I saw beyond the first cluster

### Fresh and within your preferred band
- **Höhenkirchen-Siegertsbrunn**
  - **1,152 € cold**
  - **48 m²**
  - **2 Zi.**
  - **Wächterhofstraße 2**
  - **Neu**
  - **Noch 3 d exklusiv**
  - this looks like a real fresh candidate

### Fresh but in your expensive tier
- **Neubiberg**
  - **1,240 € cold**
  - **62 m²**
  - **2 Zi.**
  - **Professor-Messerschmitt-Straße 10**
  - **Neu**
  - **Noch 67 h exklusiv**
  - looks plausible if you accept the 1200–1300 tier

### Existing strong expensive-tier one
- **Unterschleißheim**
  - **1,280 € cold**
  - **60 m²**
  - **2 Zi.**
  - **Ludwig-Thoma-Straße 2A**
  - **Neu**
  - **Noch 69 h exklusiv**
  - still one of the strongest objectively

## Things I saw but would deprioritize
- **Unterhaching**
  - **1,420 € / 71 m² / 2.5 Zi.**
  - too expensive for your current cap
- **Haar**
  - swap
- **Unterföhring**
  - only 1-room furnished thing in the visible slice
- **cheap 2-rooms under 900**
  - still likely low-chance / not worth first effort

## What this changes
So the shortlist is **not just**:
- Garching
- Oberschleißheim
- Unterschleißheim
- Ismaning

Once we go Landkreis-wide, we do get more fresh candidates.

## Updated strongest list
### First-wave candidates
- **Höhenkirchen-Siegertsbrunn — 1,152 / 48 m² /


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 191.9s
Time: model 186.6s, overhead 3.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.6kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes — there are **more** once I expand to **all of Landkreis** instead of just your first few towns.

I couldn’t get the sort dropdown to expose itself cleanly to automation, but the county-wide page is clearly already surfacing a lot of **very fresh** listings at the top:
- **Neu**
- **Noch XX h exklusiv**
- **Bald verfügbar**

So I used that as a practical “newest-first enough” signal.

## New Landkreis-wide candidates I saw beyond the first cluster

### Fresh and within your preferred band
- **Höhenkirchen-Siegertsbrunn**
  - **1,152 € cold**
  - **48 m²**
  - **2 Zi.**
  - **Wächterhofstraße 2**
  - **Neu**
  - **Noch 3 d exklusiv**
  - this looks like a real fresh candidate

### Fresh but in your expensive tier
- **Neubiberg**
  - **1,240 € cold**
  - **62 m²**
  - **2 Zi.**
  - **Professor-Messerschmitt-Straße 10**
  - **Neu**
  - **Noch 67 h exklusiv**
  - looks plausible if you accept the 1200–1300 tier

### Existing strong expensive-tier one
- **Unterschleißheim**
  - **1,280 € cold**
  - **60 m²**
  - **2 Zi.**
  - **Ludwig-Thoma-Straße 2A**
  - **Neu**
  - **Noch 69 h exklusiv**
  - still one of the strongest objectively

## Things I saw but would deprioritize
- **Unterhaching**
  - **1,420 € / 71 m² / 2.5 Zi.**
  - too expensive for your current cap
- **Haar**
  - swap
- **Unterföhring**
  - only 1-room furnished thing in the visible slice
- **cheap 2-rooms under 900**
  - still likely low-chance / not worth first effort

## What this changes
So the shortlist is **not just**:
- Garching
- Oberschleißheim
- Unterschleißheim
- Ismaning

Once we go Landkreis-wide, we do get more fresh candidates.

## Updated strongest list
### First-wave candidates
- **Höhenkirchen-Siegertsbrunn — 1,152 / 48 m² / 2 Zi.**
- **Ismaning — 1,120 / 52 m² / 2 Zi.**
- **Ismaning — 1,050 / 56 m² / 2 Zi.**
- **Unterschleißheim — 1,145 / 68 m² / 2 Zi.**
- **Garching — 1,080 / 65 m² / 2 Zi.**

### Expensive but worth keeping alive
- **Unterschleißheim — 1,280 / 60 m² / 2 Zi.**
- **Neubiberg — 1,240 / 62 m² / 2 Zi.**
- **Unterschleißheim — 1,270 / 69 m² / 2 Zi.**
- **Garching — 1,240 / 59 m² / 2 Zi.**

So yes: **Landkreis-wide expansion helps**.

If you want, next I should probably do one of these:
1. open the **Höhenkirchen-Siegertsbr


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_iMPXpHc0y2HTTD1MHofmq2Q
- matrix_lite_extended_tools_extended_tool_call / completed / call_35vhpqDGB8xFWihq8ttmoeE
- matrix_lite_extended_tools_extended_tool_call / completed / call_duV4FJ8v0qn29pj6pNSceYu

Draft:
I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes — there are **more** once I expand to **all of Landkreis** instead of just your first few towns.

I couldn’t get the sort dropdown to expose itself cleanly to automation, but the county-wide page is clearly already surfacing a lot of **very fresh** listings at the top:
- **Neu**
- **Noch XX h exklusiv**
- **Bald verfügbar**

So I used that as a practical “newest-first enough” signal.

## New Landkreis-wide candidates I saw beyond the first cluster

### Fresh and within your preferred band
- **Höhenkirchen-Siegertsbrunn**
  - **1,152 € cold**
  - **48 m²**
  - **2 Zi.**
  - **Wächterhofstraße 2**
  - **Neu**
  - **Noch 3 d exklusiv**
  - this looks like a real fresh candidate

### Fresh but in your expensive tier
- **Neubiberg**
  - **1,240 € cold**
  - **62 m²**
  - **2 Zi.**
  - **Professor-Messerschmitt-Straße 10**
  - **Neu**
  - **Noch 67 h exklusiv**
  - looks plausible if you accept the 1200–1300 tier

### Existing strong expensive-tier one
- **Unterschleißheim**
  - **1,280 € cold**
  - **60 m²**
  - **2 Zi.**
  - **Ludwig-Thoma-Straße 2A**
  - **Neu**
  - **Noch 69 h exklusiv**
  - still one of the strongest objectively

## Things I saw but would deprioritize
- **Unterhaching**
  - **1,420 € / 71 m² / 2.5 Zi.**
  - too expensive for your current cap
- **Haar**
  - swap
- **Unterföhring**
  - only 1-room furnished thing in the visible slice
- **cheap 2-rooms under 900**
  - still likely low-chance / not worth first effort

## What this changes
So the shortlist is **not just**:
- Garching
- Oberschleißheim
- Unterschleißheim
- Ismaning

Once we go Landkreis-wide, we do get more fresh candidates.

## Updated strongest list
### First-wave candidates
- **Höhenkirchen-Siegertsbrunn — 1,152 / 48 m² / 2 Zi.**
- **Ismaning — 1,120 / 52 m² / 2 Zi.**
- **Ismaning — 1,050 / 56 m² / 2 Zi.**
- **Unterschleißheim — 1,145 / 68 m² / 2 Zi.**
- **Garching — 1,080 / 65 m² / 2 Zi.**

### Expensive but worth keeping alive
- **Unterschleißheim — 1,280 / 60 m² / 2 Zi.**
- **Neubiberg — 1,240 / 62 m² / 2 Zi.**
- **Unterschleißheim — 1,270 / 69 m² / 2 Zi.**
- **Garching — 1,240 / 59 m² / 2 Zi.**

So yes: **Landkreis-wide expansion helps**.

If you want, next I should probably do one of these:
1. open the **Höhenkirchen-Siegertsbrunn** and **Neubiberg** ones properly, or
2. build a clean **first-contact shortlist ordered by freshness + chance + price**.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 194.9s
Time: model 189.6s, overhead 3.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 2.5k o 789 t 152 cache 483.8k/99% est $0.0205; p≈2.9ktok/11.6kch
Ctx: direct ACP session 473.5k; active 4.0k; cache 469.5k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


I’ll use the site’s own filters now: broaden to **München Landkreis**, sort by **newest**, and then work from the fresh listings first instead of opening stale ones.I’ve got the Landkreis-wide results open now. I’m checking whether the **“Standard”** control is the sort menu so I can switch it to newest instead of relying on the default order.The sort control didn’t expose its menu cleanly in automation, but the Landkreis-wide page is clearly showing a lot of **Neu** and **Noch XX h exklusiv** results already. I’m pulling a later slice of the list so we see more of the fresh 2-room candidates beyond the first screen.Yes — there are **more** once I expand to **all of Landkreis** instead of just your first few towns.

I couldn’t get the sort dropdown to expose itself cleanly to automation, but the county-wide page is clearly already surfacing a lot of **very fresh** listings at the top:
- **Neu**
- **Noch XX h exklusiv**
- **Bald verfügbar**

So I used that as a practical “newest-first enough” signal.

## New Landkreis-wide candidates I saw beyond the first cluster

### Fresh and within your preferred band
- **Höhenkirchen-Siegertsbrunn**
  - **1,152 € cold**
  - **48 m²**
  - **2 Zi.**
  - **Wächterhofstraße 2**
  - **Neu**
  - **Noch 3 d exklusiv**
  - this looks like a real fresh candidate

### Fresh but in your expensive tier
- **Neubiberg**
  - **1,240 € cold**
  - **62 m²**
  - **2 Zi.**
  - **Professor-Messerschmitt-Straße 10**
  - **Neu**
  - **Noch 67 h exklusiv**
  - looks plausible if you accept the 1200–1300 tier

### Existing strong expensive-tier one
- **Unterschleißheim**
  - **1,280 € cold**
  - **60 m²**
  - **2 Zi.**
  - **Ludwig-Thoma-Straße 2A**
  - **Neu**
  - **Noch 69 h exklusiv**
  - still one of the strongest objectively

## Things I saw but would deprioritize
- **Unterhaching**
  - **1,420 € / 71 m² / 2.5 Zi.**
  - too expensive for your current cap
- **Haar**
  - swap
- **Unterföhring**
  - only 1-room furnished thing in the visible slice
- **cheap 2-rooms under 900**
  - still likely low-chance / not worth first effort

## What this changes
So the shortlist is **not just**:
- Garching
- Oberschleißheim
- Unterschleißheim
- Ismaning

Once we go Landkreis-wide, we do get more fresh candidates.

## Updated strongest list
### First-wave candidates
- **Höhenkirchen-Siegertsbrunn — 1,152 / 48 m² / 2 Zi.**
- **Ismaning — 1,120 / 52 m² / 2 Zi.**
- **Ismaning — 1,050 / 56 m² / 2 Zi.**
- **Unterschleißheim — 1,145 / 68 m² / 2 Zi.**
- **Garching — 1,080 / 65 m² / 2 Zi.**

### Expensive but worth keeping alive
- **Unterschleißheim — 1,280 / 60 m² / 2 Zi.**
- **Neubiberg — 1,240 / 62 m² / 2 Zi.**
- **Unterschleißheim — 1,270 / 69 m² / 2 Zi.**
- **Garching — 1,240 / 59 m² / 2 Zi.**

So yes: **Landkreis-wide expansion helps**.

If you want, next I should probably do one of these:
1. open the **Höhenkirchen-Siegertsbrunn** and **Neubiberg** ones properly, or
2. build a clean **first-contact shortlist ordered by freshness + chance + price**.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 195.9s
Time: model 189.6s, overhead 6.4s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 2.5k o 789 t 152 cache 483.8k/99% est $0.0205; p≈2.9ktok/11.6kch
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


Hohenkirchen and neubiberg are far away from Garching, so let's deprio them too


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 45.2%; usable 46.0%; observed turns 152; actual turns 153


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.7s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 153


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 3.0s
Time: overhead 3.0s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.5kch
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 153


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


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt, which is probably right anyway.

## Current priority zone
- **Garching**
- **Oberschleißheim**
- **Unterschleißheim**
- **Ismaning**
- maybe nearby northern/eastern spillover like:
  - **Unterföhring**
  - **Aschheim**
  - maybe **Hallbergmoos** only if commute reality is still acceptable

## Best still-relevant shortlist
### Main targets
- **Ismaning — 1,


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt, which is probably right anyway.

## Current priority zone
- **Garching**
- **Oberschleißheim**
- **Unterschleißheim**
- **Ismaning**
- maybe nearby northern/eastern spillover like:
  - **Unterföhring**
  - **Aschheim**
  - maybe **Hallbergmoos** only if commute reality is still acceptable

## Best still-relevant shortlist
### Main targets
- **Ismaning — 1,050 € / 56 m² / 2 Zi.**
  - Dachgeschosswohnung in Toplage
  - still one of the better-looking ones

- **Unterschleißheim — 1,145 € / 68.09 m² / 2 Zi.**
  - Helle 2-Zimmer-Altbauwohnung
  - old and


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt, which is probably right anyway.

## Current priority zone
- **Garching**
- **Oberschleißheim**
- **Unterschleißheim**
- **Ismaning**
- maybe nearby northern/eastern spillover like:
  - **Unterföhring**
  - **Aschheim**
  - maybe **Hallbergmoos** only if commute reality is still acceptable

## Best still-relevant shortlist
### Main targets
- **Ismaning — 1,050 € / 56 m² / 2 Zi.**
  - Dachgeschosswohnung in Toplage
  - still one of the better-looking ones

- **Unterschleißheim — 1,145 € / 68.09 m² / 2 Zi.**
  - Helle 2-Zimmer-Altbauwohnung
  - old and high-competition, but geographically good

- **Unterschleißheim — 1,280 € / 60 m² / 2 Zi.**
  - Ludwig-Thoma-Straße 2A
  - expensive tier, but strongest low-competition signal

### Secondary
- **Garching —


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt, which is probably right anyway.

## Current priority zone
- **Garching**
- **Oberschleißheim**
- **Unterschleißheim**
- **Ismaning**
- maybe nearby northern/eastern spillover like:
  - **Unterföhring**
  - **Aschheim**
  - maybe **Hallbergmoos** only if commute reality is still acceptable

## Best still-relevant shortlist
### Main targets
- **Ismaning — 1,050 € / 56 m² / 2 Zi.**
  - Dachgeschosswohnung in Toplage
  - still one of the better-looking ones

- **Unterschleißheim — 1,145 € / 68.09 m² / 2 Zi.**
  - Helle 2-Zimmer-Altbauwohnung
  - old and high-competition, but geographically good

- **Unterschleißheim — 1,280 € / 60 m² / 2 Zi.**
  - Ludwig-Thoma-Straße 2A
  - expensive tier, but strongest low-competition signal

### Secondary
- **Garching — 1,080 € / 65 m² / 2 Zi.**
  - but only if the September move-in turns out more flexible than currently stated
- **Ismaning — 1,225 € / 49 m² / 2 Zi.**
  - only if timing improves and expensive tier is acceptable

So yes — cutting Höhenkirchen and Neubiberg makes the list smaller again, but also more honest. Better to optimize for where you can actually live without hating the commute.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 38.8s
Time: model 34.2s, overhead 3.0s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 13.2k o 413 cache 476.2k/97% est $0.0393; p≈2.9ktok/11.5kch
Ctx: direct ACP session 487.3k; active 3.5k; cache 483.8k/99%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


Yep, agreed — let’s deprioritize both.

So:
- **Höhenkirchen-Siegertsbrunn** → too far south
- **Neubiberg** → also too far / wrong side for your real daily geography

That means the practical focus collapses back to the more northern Landkreis belt, which is probably right anyway.

## Current priority zone
- **Garching**
- **Oberschleißheim**
- **Unterschleißheim**
- **Ismaning**
- maybe nearby northern/eastern spillover like:
  - **Unterföhring**
  - **Aschheim**
  - maybe **Hallbergmoos** only if commute reality is still acceptable

## Best still-relevant shortlist
### Main targets
- **Ismaning — 1,050 € / 56 m² / 2 Zi.**
  - Dachgeschosswohnung in Toplage
  - still one of the better-looking ones

- **Unterschleißheim — 1,145 € / 68.09 m² / 2 Zi.**
  - Helle 2-Zimmer-Altbauwohnung
  - old and high-competition, but geographically good

- **Unterschleißheim — 1,280 € / 60 m² / 2 Zi.**
  - Ludwig-Thoma-Straße 2A
  - expensive tier, but strongest low-competition signal

### Secondary
- **Garching — 1,080 € / 65 m² / 2 Zi.**
  - but only if the September move-in turns out more flexible than currently stated
- **Ismaning — 1,225 € / 49 m² / 2 Zi.**
  - only if timing improves and expensive tier is acceptable

So yes — cutting Höhenkirchen and Neubiberg makes the list smaller again, but also more honest. Better to optimize for where you can actually live without hating the commute.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 39.5s
Time: model 34.2s, overhead 5.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 13.2k o 413 cache 476.2k/97% est $0.0393; p≈2.9ktok/11.5kch
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


Let's apply to those 3. Do you still have my text?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.7s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 2.7s
Time: overhead 2.7s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.2kch
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 154


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (14):
- matrix_lite_extended_tools_extended_tool_describe / completed / call_J7kdG1G9leu3ESwn34MSlyg
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_lm4HyLOrHY4EXV11dXhY7WW
- immoscout|ImmmoScout|playwright|browser / completed / /home/matrix-lite/app/scripts
- ../../app / completed / /home/matrix-lite/app
- glob / completed / /home/matrix-lite/workspace/persistent-chat
- 1 todos / completed / call_jliIIuWjrlhTALCcEZ3H4WQ
- Web search: ImmoScout24 Unterschleißheim Wohnung mieten 2 Zimmer Juni 2026 / completed / ImmoScout24 Unterschleißheim Wohnung mieten 2 Zimmer Juni 2026
- Web search: ImmoScout24 Oberschleißheim Wohnung mieten 2 Zimmer Juni 2026 / completed / ImmoScout24 Oberschleißheim Wohnung mieten 2 Zimmer Juni 2026
- Web search: ImmoScout24 Garching Wohnung mieten 2 Zimmer Juni 2026 / completed / ImmoScout24 Garching Wohnung mieten 2 Zimmer Juni 2026
- Web search: site:immobilienscout24.de/expose Ismaning Unterföhring Aschheim 2 Zi / completed / site:immobilienscout24.de/expose Ismaning Unterföhring Aschheim 2 Zimmer 2026 ImmoScout24
- Web search: site:immobilienscout24.de/expose Oberschleißheim Unterschleißheim 2  / completed / site:immobilienscout24.de/expose Oberschleißheim Unterschleißheim 2 Zimmer 2026 ImmoScout24
- Web search: site:immobilienscout24.de/expose Garching 2 Zimmer 2026 ImmoScout24 / completed / site:immobilienscout24.de/expose Garching 2 Zimmer 2026 ImmoScout24
- Landkreis|Garching|Oberschleißheim|Unterschleißheim|1-person|washing machine|Aus / completed / /home/matrix-lite/workspace/persistent-chat
- research-profile/personal-context-note.md / completed / /home/matrix-lite/workspace/persistent-chat/research-profile/personal-context-note.md

Draft:
Yes — I still have the message template.

Current base text is:

Sehr geehrte Frau/Herr {NAME},

meine Frau und ich interessieren uns sehr für Ihre Wohnung in {STADT} und würden sie gerne besichtigen.

Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum {DATUM} einziehen.

Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.

Besichtigungstermine sind für uns kurzfristig möglich.

Mit freundlichen Grüßen
Gleb Krylov und Anastasia Nikiforova

For these 3, I’d adapt it a bit to remove the stale parts if needed:
- “Forschungszentrum Garching” may be less accurate now than **MQI in Garching area**
- move-in date should match your current plan
- city/address and landlord name should be filled per listing

So yes, I have the text. Before sending, I’ll still show you the final adapted versions for approval.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 19.8s
Time: model 15.4s, overhead 2.7s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.7k o 230 t 64 cache 489.0k/99% est $0.0135; p≈2.8ktok/11.2kch
Ctx: direct ACP session 489.8k; active 13.7k; cache 476.2k/97%; p≈2.9ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


Yes — I still have the message template.

Current base text is:

Sehr geehrte Frau/Herr {NAME},

meine Frau und ich interessieren uns sehr für Ihre Wohnung in {STADT} und würden sie gerne besichtigen.

Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum {DATUM} einziehen.

Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.

Besichtigungstermine sind für uns kurzfristig möglich.

Mit freundlichen Grüßen
Gleb Krylov und Anastasia Nikiforova

For these 3, I’d adapt it a bit to remove the stale parts if needed:
- “Forschungszentrum Garching” may be less accurate now than **MQI in Garching area**
- move-in date should match your current plan
- city/address and landlord name should be filled per listing

So yes, I have the text. Before sending, I’ll still show you the final adapted versions for approval.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 20.9s
Time: model 15.4s, overhead 5.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.7k o 230 t 64 cache 489.0k/99% est $0.0135; p≈2.8ktok/11.2kch
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


It's Garching forschungszentrum, mqi is there on campus.


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.8s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 2.8s
Time: overhead 2.8s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.7ktok/10.8kch
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 155


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


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Draft:
Got it — then the original phrasing is still basically fine:

- **„…arbeite als Senior Engineer am Forschungszentrum Garching.“**

That’s actually cleaner for landlord-facing purposes than overexplaining MQI. It places you in a recognizable, respectable work context without adding unnecessary complexity.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 15.0s
Time: model 10.7s, overhead 2.8s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 145.1k o 63 cache 327.2k/69% est $0.3638; p≈2.7ktok/10.8kch
Ctx: direct ACP session 492.9k; active 4.0k; cache 489.0k/99%; p≈2.8ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 156


Got it — then the original phrasing is still basically fine:

- **„…arbeite als Senior Engineer am Forschungszentrum Garching.“**

That’s actually cleaner for landlord-facing purposes than overexplaining MQI. It places you in a recognizable, respectable work context without adding unnecessary complexity.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 16.1s
Time: model 10.7s, overhead 5.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 145.1k o 63 cache 327.2k/69% est $0.3638; p≈2.7ktok/10.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 46.5%; usable 47.4%; observed turns 153; actual turns 156


Can you prepare a message and send me a screenshot with text visible as before, so I can check formatting?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 156


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 156


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.8s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 156


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 3.2s
Time: overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 156


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / in_progress / call_yopxIInTSQBI0CCB3uwVKhf

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 66.2s
Time: model 61.3s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (4):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1780678702-perm-1780678702206-1
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / in_progress / ls "/home/matrix-lite/workspace/browser-output" && "/home/matrix-lite/app/scripts/matrix-lite-pages" publish-image "/home/matrix-lite/workspace/browser-output/immoscout-draft-ismaning.png" --flat / cwd=/home/matrix-lite/workspace/persistent-chat
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 128.5s
Time: model 123.6s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 191.1s
Time: model 186.2s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 253.5s
Time: model 248.6s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 316.0s
Time: model 311.1s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 378.5s
Time: model 373.5s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 440.8s
Time: model 435.8s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 503.2s
Time: model 498.2s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 565.5s
Time: model 560.6s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 627.8s
Time: model 622.9s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 690.0s
Time: model 685.1s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 752.2s
Time: model 747.2s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 814.6s
Time: model 809.7s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1780678702-perm-1780678702206-1


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- bash / in_progress / ls "/home/matrix-lite/workspace/browser-output" && "/home/matrix-lite/app/scripts/matrix-lite-pages" publish-image "/home/matrix-lite/workspace/browser-output/immoscout-draft-ismaning.png" --flat / cwd=/home/matrix-lite/workspace/persistent-chat

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (5):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- Publishes ImmoScout draft screenshot / completed / Publishes ImmoScout draft screenshot

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1780679449-perm-1780679449121-2
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_vJ0vNbLOuwmjNxjMYsuXeww
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 877.1s
Time: model 872.2s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 939.5s
Time: model 934.6s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1001.9s
Time: model 996.9s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1064.0s
Time: model 1059.1s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1126.6s
Time: model 1121.7s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1189.1s
Time: model 1184.2s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1251.6s
Time: model 1246.7s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1780679449-perm-1780679449121-2


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- Publishes ImmoScout draft screenshot / completed / Publishes ImmoScout draft screenshot
- bash / in_progress / ls -lt "/home/matrix-lite/workspace/browser-output"/ismaning*.png && "/home/matrix-lite/app/scripts/matrix-lite-pages" publish-image "/home/matrix-lite/workspace/browser-output/ismaning-form-filled.png" --flat / cwd=/home/matrix-lite/workspace/persistent-chat

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.The screenshot landed under a different filename than I expected, but I found the generated draft images in the browser output directory. I’m publishing the most recent one now.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- Publishes ImmoScout draft screenshot / completed / Publishes ImmoScout draft screenshot
- Publishes latest Ismaning draft screenshot / completed / Publishes latest Ismaning draft screenshot

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.The screenshot landed under a different filename than I expected, but I found the generated draft images in the browser output directory. I’m publishing the most recent one now.Yes


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1314.0s
Time: model 1309.0s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- Publishes ImmoScout draft screenshot / completed / Publishes ImmoScout draft screenshot
- Publishes latest Ismaning draft screenshot / completed / Publishes latest Ismaning draft screenshot

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.The screenshot landed under a different filename than I expected, but I found the generated draft images in the browser output directory. I’m publishing the most recent one now.Yes — I prepared the message in the real ImmoScout form and published the screenshot for you to inspect.

Screenshot page:
- https://pages.nvdll.org/images/ismaning-form-filled/

Direct image:
- https://pages.nvdll.org/images/ismaning-form-filled/ismaning-form-filled.png

I used the first shortlisted **Ismaning** listing and filled this draft:

> Sehr geehrte Damen und Herren,
>
> meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.
>
> Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.
>
> Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.
>
> Besichtigungstermine sind für uns kurzfristig möglich.
>
> Mit freundlichen Grüßen
> Gleb Krylov und Anastasia Nikif


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (6):
- matrix_lite_extended_tools_extended_tools_manifest / completed / { "ok": true, "note": "Use extended_tool_describe before first use when arguments are unclear; use extended_tool_call to execute.", "servers": [ { "name": "duckduckgo", "description": "DuckDuckGo web/news search via c... / call_ZHXLgjjSuAv5UvjFvWcTGvs
- matrix_lite_extended_tools_extended_tool_describe / completed / call_aw6RCBiY9VG0Z0wtsLexkdy
- publish-image|send_image|matrix_lite_send_image|pages.nvdll.org / completed / /home/matrix-lite/app
- matrix_lite_extended_tools_extended_tool_call / completed / call_yopxIInTSQBI0CCB3uwVKhf
- Publishes ImmoScout draft screenshot / completed / Publishes ImmoScout draft screenshot
- Publishes latest Ismaning draft screenshot / completed / Publishes latest Ismaning draft screenshot

Draft:
I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.The screenshot landed under a different filename than I expected, but I found the generated draft images in the browser output directory. I’m publishing the most recent one now.Yes — I prepared the message in the real ImmoScout form and published the screenshot for you to inspect.

Screenshot page:
- https://pages.nvdll.org/images/ismaning-form-filled/

Direct image:
- https://pages.nvdll.org/images/ismaning-form-filled/ismaning-form-filled.png

I used the first shortlisted **Ismaning** listing and filled this draft:

> Sehr geehrte Damen und Herren,
>
> meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.
>
> Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.
>
> Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.
>
> Besichtigungstermine sind für uns kurzfristig möglich.
>
> Mit freundlichen Grüßen
> Gleb Krylov und Anastasia Nikiforova

No message was sent yet. This is just for formatting/content review.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1319.1s
Time: model 1314.1s, overhead 3.2s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 700 o 246 cache 489.5k/100% est $0.0054; p≈2.9ktok/11.8kch
Ctx: direct ACP session 472.4k; active 145.2k; cache 327.2k/69%; p≈2.7ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


I’m going to prepare one actual ImmoScout contact draft in-browser and check what the available image/send path is, so I can give you the screenshot exactly the way we did before.I’m preparing one real draft on the first shortlisted listing and will publish a screenshot with the message visible so you can check formatting before we send anything.I’ve prepared the first draft in the real contact form. I’m publishing the screenshot now so you can inspect the text/formatting before anything gets sent.The screenshot landed under a different filename than I expected, but I found the generated draft images in the browser output directory. I’m publishing the most recent one now.Yes — I prepared the message in the real ImmoScout form and published the screenshot for you to inspect.

Screenshot page:
- https://pages.nvdll.org/images/ismaning-form-filled/

Direct image:
- https://pages.nvdll.org/images/ismaning-form-filled/ismaning-form-filled.png

I used the first shortlisted **Ismaning** listing and filled this draft:

> Sehr geehrte Damen und Herren,
>
> meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.
>
> Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.
>
> Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.
>
> Besichtigungstermine sind für uns kurzfristig möglich.
>
> Mit freundlichen Grüßen
> Gleb Krylov und Anastasia Nikiforova

No message was sent yet. This is just for formatting/content review.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1320.2s
Time: model 1314.1s, overhead 6.0s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 700 o 246 cache 489.5k/100% est $0.0054; p≈2.9ktok/11.8kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 45.0%; usable 45.9%; observed turns 156; actual turns 157


The image looks old, can you make a new one?


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 157


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 157


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.9s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 157


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 3.3s
Time: overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 157


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


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


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- matrix_lite_extended_tools_extended_tool_call / in_progress / call_jjC6bHTM9Br3SRFLBWvi9zs

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 66.6s
Time: model 61.7s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (1):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh


🟠 Approval requested
Stage: same-room native ACP permission; active turn is waiting
Approval: dap-1780681956-perm-1780681956979-3
Summary: OpenCode requests bash for execute
Tool: bash
Kind: execute
Nearest active tool: bash / pending / call_HGnj6RuhlYXaFbXFZUPyIsz
React ✅ allow once, ❌ deny. Not sudo/root.
Options: allow_once, reject_once


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 129.4s
Time: model 124.5s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 191.6s
Time: model 186.7s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 254.0s
Time: model 249.1s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 316.5s
Time: model 311.7s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 379.0s
Time: model 374.1s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 441.4s
Time: model 436.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 503.8s
Time: model 498.9s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 566.2s
Time: model 561.3s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 628.5s
Time: model 623.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 690.9s
Time: model 686.0s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 753.3s
Time: model 748.4s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 815.4s
Time: model 810.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 878.0s
Time: model 873.1s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 940.3s
Time: model 935.4s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1002.5s
Time: model 997.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1064.6s
Time: model 1059.8s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1126.9s
Time: model 1122.0s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1189.2s
Time: model 1184.3s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1251.4s
Time: model 1246.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1313.8s
Time: model 1308.9s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1376.2s
Time: model 1371.4s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1438.6s
Time: model 1433.7s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1501.1s
Time: model 1496.2s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1563.3s
Time: model 1558.4s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 🟡 Approval granted
Stage: resuming
Tool: bash
Approval: dap-1780681956-perm-1780681956979-3


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs
- bash / in_progress / "/home/matrix-lite/app/scripts/matrix-lite-pages" publish-image "/home/matrix-lite/workspace/browser-output/immoscout-draft-ismaning-fresh.png" --flat / cwd=/home/matrix-lite/workspace/persistent-chat

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 1625.5s
Time: model 1620.6s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (2):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs
- Publishes fresh ImmoScout draft screenshot / completed / Publishes fresh ImmoScout draft screenshot

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.The


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs
- Publishes fresh ImmoScout draft screenshot / completed / Publishes fresh ImmoScout draft screenshot
- ../browser-output / completed / /home/matrix-lite/workspace/browser-output

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.The file wasn’t written where I expected, so I’m checking the browser output directory for the actual fresh filename and then I’ll publish that exact one.The


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs
- Publishes fresh ImmoScout draft screenshot / completed / Publishes fresh ImmoScout draft screenshot
- ../browser-output / completed / /home/matrix-lite/workspace/browser-output

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.The file wasn’t written where I expected, so I’m checking the browser output directory for the actual fresh filename and then I’ll publish that exact one.The Playwright run again wrote over the same old filename, so I can’t honestly give you a guaranteed-fresh screenshot from that path. The reliable part is that the draft is filled in the live form; the screenshot publishing path is the flaky bit. If you want, I can either keep trying with a different screenshot path strategy, or I can paste the exact text here for your approval and then send.The screenshot path is being annoyingly flaky: the browser run is reusing old filenames in `browser-output`, so I can’t truthfully guarantee the image I published is the fresh one from *this* draft.

What I **can** guarantee:
- the draft is filled in the live ImmoScout form for the Ismaning listing
- the exact text currently in it is:

Sehr geehrte Damen und Herren,

meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.

Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.

Ich bin promov


* 📝 Live progress
This is streamed draft/tool progress, not hidden reasoning.
Tools (3):
- matrix_lite_extended_tools_extended_tool_call / completed / call_jjC6bHTM9Br3SRFLBWvi9zs
- Publishes fresh ImmoScout draft screenshot / completed / Publishes fresh ImmoScout draft screenshot
- ../browser-output / completed / /home/matrix-lite/workspace/browser-output

Draft:
Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.The file wasn’t written where I expected, so I’m checking the browser output directory for the actual fresh filename and then I’ll publish that exact one.The Playwright run again wrote over the same old filename, so I can’t honestly give you a guaranteed-fresh screenshot from that path. The reliable part is that the draft is filled in the live form; the screenshot publishing path is the flaky bit. If you want, I can either keep trying with a different screenshot path strategy, or I can paste the exact text here for your approval and then send.The screenshot path is being annoyingly flaky: the browser run is reusing old filenames in `browser-output`, so I can’t truthfully guarantee the image I published is the fresh one from *this* draft.

What I **can** guarantee:
- the draft is filled in the live ImmoScout form for the Ismaning listing
- the exact text currently in it is:

Sehr geehrte Damen und Herren,

meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.

Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.

Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.

Besichtigungstermine sind für uns kurzfristig möglich.

Mit freundlichen Grüßen
Gleb Krylov und Anastasia Nikiforova

So at this point I see two honest options:

1. **You approve the text from the pasted version here**, and I proceed to send.
2. **I keep trying to generate a truly fresh screenshot** with a different path/strategy.

I don’t want to pretend the current published image is definitely the fresh one if I can’t verify that.


* 🟡 Processing result
Stage: model returned
Model: openai/gpt-5.4
Elapsed: 1650.3s
Time: model 1645.4s, overhead 3.3s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.9k o 369 cache 494.1k/99% est $0.0154; p≈2.8ktok/11.3kch
Ctx: direct ACP session 490.4k; active 946; cache 489.5k/100%; p≈2.9ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


Yes — the published screenshot came from an older browser-output file. I’m generating a fresh screenshot right now and will publish that one specifically.Fresh screenshot generated. I’m publishing that exact new file now so you don’t have to worry you’re looking at an old one again.The file wasn’t written where I expected, so I’m checking the browser output directory for the actual fresh filename and then I’ll publish that exact one.The Playwright run again wrote over the same old filename, so I can’t honestly give you a guaranteed-fresh screenshot from that path. The reliable part is that the draft is filled in the live form; the screenshot publishing path is the flaky bit. If you want, I can either keep trying with a different screenshot path strategy, or I can paste the exact text here for your approval and then send.The screenshot path is being annoyingly flaky: the browser run is reusing old filenames in `browser-output`, so I can’t truthfully guarantee the image I published is the fresh one from *this* draft.

What I **can** guarantee:
- the draft is filled in the live ImmoScout form for the Ismaning listing
- the exact text currently in it is:

Sehr geehrte Damen und Herren,

meine Frau und ich interessieren uns sehr für Ihre Wohnung in Ismaning und würden sie gerne besichtigen.

Wir sind ein ruhiges, zuverlässiges Paar, Nichtraucher, ohne Kinder und ohne Haustiere und könnten zum 01.07.2026 oder nach Absprache einziehen.

Ich bin promoviert und arbeite als Senior Engineer am Forschungszentrum Garching. Mein Arbeitsvertrag liegt vor; weitere Unterlagen reichen wir bei Interesse gerne nach.

Besichtigungstermine sind für uns kurzfristig möglich.

Mit freundlichen Grüßen
Gleb Krylov und Anastasia Nikiforova

So at this point I see two honest options:

1. **You approve the text from the pasted version here**, and I proceed to send.
2. **I keep trying to generate a truly fresh screenshot** with a different path/strategy.

I don’t want to pretend the current published image is definitely the fresh one if I can’t verify that.


* 🟢 Done
Stage: final reply sent
Model: openai/gpt-5.4
Elapsed: 1651.3s
Time: model 1645.4s, overhead 5.9s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: i 3.9k o 369 cache 494.1k/99% est $0.0154; p≈2.8ktok/11.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 46.8%; usable 47.7%; observed turns 157; actual turns 158


Please try generating it again. I trust your content it's about the formatting and other fields should be filled correctly too


⚪ Received
Stage: queued for agent
Model: openai/gpt-5.4
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 158


* ⚪ Queued
Stage: waiting for conversation turn
Model: openai/gpt-5.4
Elapsed: 0.1s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 158


* 🟡 Working
Stage: building prompt
Model: openai/gpt-5.4
Elapsed: 1.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 158


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 2.5s
Time: overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 158


📝 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: 65.5s
Time: model 61.5s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 128.3s
Time: model 124.3s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 190.6s
Time: model 186.6s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 252.8s
Time: model 248.8s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 315.0s
Time: model 311.0s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 377.4s
Time: model 373.4s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 440.0s
Time: model 435.9s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 502.5s
Time: model 498.5s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 565.2s
Time: model 561.2s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 627.6s
Time: model 623.5s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 690.2s
Time: model 686.2s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 752.8s
Time: model 748.7s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159


* 🟡 Working
Stage: model running
Model: openai/gpt-5.4
Elapsed: 815.5s
Time: model 811.4s, overhead 2.5s
Backend: ses_18a53d671ffer3rrL2MWHNxZaM; Label: persistent-chat-20260529T204325Z
Turn: p≈2.3ktok/9.3kch
Ctx: direct ACP session 498.4k; active 4.3k; cache 494.1k/99%; p≈2.8ktok; ctx 47.5%; usable 48.5%; observed turns 158; actual turns 159