sync: document fo-blog v7 TIP handoff

sync/CURRENT.md

@@ -27,6 +27,15 @@ When work touches TIP, Magatama, LLM Gateway, bridges, auth, or shared Erik infr
 
 ## Latest Work
 
+- Codex follow-up on 2026-04-29 clarified the active BlogLLM model:
+  - TIP shows `fo-blog-v7`, but this is not a normal Ollama GGUF manifest.
+  - It is a local Adapter Bridge / Mac Studio model backed by the RunPod-trained PEFT adapter:
+    `/Users/renefichtmueller/Desktop/Claude Code/magatama/training-data/runpod/pod-runs/2026-04-25-fo-tip/final/adapters/fo_blogllm/final-adapter`
+  - Bridge definition:
+    `/Users/renefichtmueller/Desktop/Claude Code/magatama/scripts/ollama_adapter_bridge.py`
+  - TIP API default:
+    `packages/api/src/llm/client.ts` uses `OLLAMA_LLM_MODEL || "fo-blog-v7"`.
+  - `fo-blog-v8` remains the next training candidate, not the currently active TIP BlogLLM model.
 - Full Codex session handoff was added:
   - `sync/history/2026-04-29-codex-full-session-handoff.md`
   - covers TIP verification, product image/detail crawling, Blog Engine Hot Topics, TIPLLM robots, training pool, Erik status, and cross-repo sync.
@@ -82,7 +91,8 @@ From 2026-04-29:
 
 1. Clone or pull Gitea `origin` on laptop/Claude Code.
 2. Read this folder first.
-3. If testing robots, start with dry runs only:
+3. For BlogLLM work, treat `fo-blog-v7` as Adapter Bridge / PEFT adapter, not as a `~/.ollama` GGUF model.
+4. If testing robots, start with dry runs only:
 
 ```bash
 npm run robots:verification -w packages/scraper -- --status
@@ -90,7 +100,7 @@ npm run robots:verification -w packages/scraper -- --tipllm-plan --limit=3
 npm run robots:verification -w packages/scraper -- --enqueue=details-fast-lane --profile=erik-safe --dry-run
 ```
 
-4. Only dispatch real crawl work after deciding the target host:
+5. Only dispatch real crawl work after deciding the target host:
    - Erik: `erik-safe`, tiny batches only.
    - Pi: `pi-fetch`.
    - Proxmox: `proxmox-heavy`.

sync/history/2026-04-29-fo-blog-v7-tip-handoff.md

@@ -0,0 +1,87 @@
+# 2026-04-29 FO-Blog v7 / TIP Handoff
+
+## Summary
+
+Rene asked where the model from the last days of training is located. The screenshot from TIP showed `fo-blog-v7` active with:
+
+```text
+BLOG_LLM_PROVIDER=ollama
+OLLAMA_LLM_MODEL=fo-blog-v7
+```
+
+Codex verified that the current active TIP BlogLLM is indeed `fo-blog-v7`, but it is not stored as a normal Ollama GGUF model named `fo-blog-v7`.
+
+## Finding
+
+`fo-blog-v7` is a virtual/local model name served by the Mac Studio Adapter Bridge.
+
+Bridge definition:
+
+```text
+/Users/renefichtmueller/Desktop/Claude Code/magatama/scripts/ollama_adapter_bridge.py
+```
+
+Actual trained adapter:
+
+```text
+/Users/renefichtmueller/Desktop/Claude Code/magatama/training-data/runpod/pod-runs/2026-04-25-fo-tip/final/adapters/fo_blogllm/final-adapter
+```
+
+Important adapter file:
+
+```text
+adapter_model.safetensors
+```
+
+Observed details:
+
+- Adapter directory size: about `169M`.
+- `adapter_model.safetensors`: about `161.5M`.
+- File timestamp: `2026-04-26 08:18`.
+- Base model in bridge: `Qwen/Qwen2.5-7B-Instruct`.
+- Bridge model name: `fo-blog-v7`.
+- Aliases include `fo-blog-v7:latest`, `fo-blog-v6`, `fo-blog-v6:latest`, `fo-blog-v6-runpod`, `fo-blog-v6-runpod:latest`.
+
+## TIP Wiring
+
+TIP API default model:
+
+```text
+/Users/renefichtmueller/Desktop/Claude Code/github-repos/transceiver-db/packages/api/src/llm/client.ts
+```
+
+Relevant behavior:
+
+```text
+const OLLAMA_URL = process.env.OLLAMA_URL || "http://localhost:11434";
+const LLM_MODEL = process.env.OLLAMA_LLM_MODEL || "fo-blog-v7";
+const BLOG_LLM_PROVIDER = process.env.BLOG_LLM_PROVIDER || "ollama";
+```
+
+TIP dashboard card:
+
+```text
+/Users/renefichtmueller/Desktop/Claude Code/github-repos/transceiver-db/packages/dashboard/index.html
+```
+
+The dashboard correctly labels the model as `fo-blog-v7` and "Adapter Bridge / Mac Studio".
+
+## Important Clarification
+
+Do not search for `fo-blog-v7.gguf` as the canonical artifact. Codex checked the local Ollama manifests and found visible manifests for older models such as `fo-blog-v5`, `fo-blog-v6`, and `fo-blog-v3-qwen7b`, but not a normal `fo-blog-v7` manifest.
+
+The correct artifact for the current `fo-blog-v7` is the PEFT adapter under the Magatama RunPod folder above.
+
+## Decision
+
+- Treat `fo-blog-v7` as the current active TIP BlogLLM model.
+- Treat `fo-blog-v8` as the next model/training candidate.
+- Keep the TIP crawler/robot planning lane TIPLLM-only.
+- Keep Erik cautious: controller/light `erik-safe` only.
+- Put heavy crawler execution on Proxmox/Pi workers.
+
+## Open Points
+
+- Verify the Adapter Bridge process health before a production blog-generation run.
+- Decide whether to package/export `fo-blog-v7` into a GGUF/Ollama manifest for easier discovery, or keep the PEFT adapter bridge as canonical.
+- When training `fo-blog-v8`, preserve the same handoff pattern: final adapter path, base model, bridge mapping, TIP env/default, and dashboard state must all be written into `sync/`.