What I Built So Far
A job-scoped copilot architecture designed for Cloudflare.
Auth flow with dedicated Auth Worker and JWT validation.
Structured context + retrieval pipeline defined in detail.
Architecture Snapshot
- Feature-based client architecture for HVACOps mobile.
- Cloudflare-first backend plan (Workers, D1, Vectorize, R2, AI Gateway).
- Job-scoped AI copilot flow with citations and audit trail.
Tradeoff
The current plan favors a reliable, auditable pipeline over fast but opaque LLM calls.
Current Limitations
- Retrieval and eval harness are designed but not yet validated with live data.
- Manual ingestion and wiring diagram handling need final workflows.
- Observability dashboards require implementation.
Next Build Steps
- Stand up the Workers endpoints and Auth Worker in a staging environment.
- Populate D1 with real job/event data and validate retrieval precision.
- Implement eval suite and gating for prompt updates.