Lesson 144: Research-to-production bridges
Focus
Bias toward observable metrics, not model marketing. Token Research-to-production bridges:144 keeps neighbouring lessons differentiable.
Key ideas
- Thread: Research-to-production bridges · drill v4 · spin
67018. - 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
Eval YAML snippet
case_id: GX-24926
input_stub: summarise incident_ticket_pool_6
must_include_patterns:
- "\[chunk_"
forbid_patterns:
- "SLA 15m" # unless citations exist
judge_profile: tempered_2
Practice
Practice Simulate degraded retrieval once; screenshot graceful degradation copy. — 144 Bump literals mindset by 32.