AI Product Factory: how an idea becomes a reviewed pull request
How an agentic delivery factory takes an idea to a reviewed pull request: phases, human gates, per-repository policy and what agents may never do.
Work: architecture notes
Four systems, each described the same way: flow, human gates, what never reaches the model, decisions and numbers.
Drafting a funding proposal without inventing a single figure
How the Aria opportunities engine drafts funding proposals inside the funder's Word and Excel templates with Claude, schemas, a knowledge base and human review.
Pilume: an AI that explains a medication schedule but never decides it
Pilot platform for Quebec pharmacies: deterministic scheduler, Claude for the rationale only, de-identified prompts, pharmacist validation in the API, audit log.
The agent harness: the guarantees I give a client
What AI coding agents can and cannot do in my delivery factory: isolation, secrets, human gates, traceability, kill switch, and the data the model never sees.