Create the software factory itself: model access, orchestration, agent runtime, prompt/version management, evals, observability, deployment flows, guardrails, and reusable internal components.
6 articlesHow to apply the circuit breaker pattern from distributed systems to agent cost control — including pre-production cost envelope estimation, trip threshold calibration, and graceful degradation modes.
Most teams treat evals as an afterthought. Here's how to build the evaluation infrastructure that catches failures before your users do — from CI gates to production monitoring.
Learn how to build AI agent systems that tune themselves using structured feedback loops, audit logging, and a weekly tuner agent with human-in-the-loop approval over 8 weeks.
