Perplexity Computer
e53fdd0f49
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2.2 KiB
2.2 KiB
Overnight R&D Automation
Schedule: Nightly at 10 PM EDT (02:00 UTC) Duration: ~2-4 hours (self-limiting, finishes before 6 AM morning report) Cost: $0 — all local Ollama inference
Phases
Phase 1: Deep Dive Intelligence
Runs the intelligence/deepdive/pipeline.py from the-nexus:
- Aggregates arXiv CS.AI, CS.CL, CS.LG RSS feeds (last 24h)
- Fetches OpenAI, Anthropic, DeepMind blog updates
- Filters for relevance using sentence-transformers embeddings
- Synthesizes a briefing using local Gemma 4 12B
- Saves briefing to
~/briefings/
Phase 2: Tightening Loop
Exercises Timmy's local tool-use capability:
- 10 tasks × 3 cycles = 30 task attempts per night
- File reading, writing, searching against real workspace files
- Each result logged as JSONL for training data analysis
- Tests sovereignty compliance (SOUL.md alignment, banned provider detection)
Phase 3: DPO Export
Sweeps overnight Hermes sessions for training pair extraction:
- Converts good conversation pairs into DPO training format
- Saves to
~/.timmy/training-data/dpo-pairs/
Phase 4: Morning Prep
Compiles overnight findings into ~/.timmy/overnight-rd/latest_summary.md
for consumption by the 6 AM good_morning_report task.
Approved Providers
| Slot | Provider | Model |
|---|---|---|
| Synthesis | Ollama | gemma4:12b |
| Tool tasks | Ollama | hermes4:14b |
| Fallback | Ollama | gemma4:12b |
Anthropic is permanently banned (BANNED_PROVIDERS.yml, 2026-04-09).
Outputs
| Path | Content |
|---|---|
~/.timmy/overnight-rd/{run_id}/rd_log.jsonl |
Full task log |
~/.timmy/overnight-rd/{run_id}/rd_summary.md |
Run summary |
~/.timmy/overnight-rd/latest_summary.md |
Latest summary (for morning report) |
~/briefings/briefing_*.json |
Deep Dive briefings |
Monitoring
Check the Huey consumer log:
tail -f ~/.timmy/timmy-config/logs/huey.log | grep overnight
Check the latest run summary:
cat ~/.timmy/overnight-rd/latest_summary.md
Dependencies
- Deep Dive pipeline installed:
cd the-nexus/intelligence/deepdive && make install - Ollama running with gemma4:12b and hermes4:14b models
- Huey consumer running:
huey_consumer.py tasks.huey -w 2 -k thread