3 posts
The step that closes the loop: Observe production behavior and fold the spec delta back into the next Specify. How ADD keeps documents living while old-school artifacts rot — and how the method improves itself.
11 min readOne agent is a worker. A team of agents with a supervisor, evals, tracing, guardrails, and cost control is a platform. Here's when multi-agent actually helps, when it hurts, and the four pieces of scaffolding that turn a demo into a product you can run.
12 min readWhen a tenant reports 'my order failed 20 minutes ago,' you need to find that exact request across API logs, database queries, and background tasks within 30 seconds. Here is how to build observability into a multi-tenant Python backend from day one.
11 min read