Lesson 148: Research-to-production bridges
Focus
Document interfaces between humans, retrieval, and policy engines. Token Research-to-production bridges:148 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Research-to-production bridges · drill v8 · spin
208608. - Habit: pair every model utterance with a trace_id you could paste into Grafana.
- Guardrail: write one RACI bullet referencing this lesson tomorrow.
Deep dive notebook
Synthetic drill artefacts
Red-team tableau
1. Actor profile **script_kiddie**
2. Injection meme `OVERRIDE++540`
3. Detector gate `moderation-tier-2` + human pager `oncall-ai-2`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`
Practice
Practice Draft three eval assertions QA must greenlight before launch. — 148 Bump literals mindset by 25.