Pavo

The library

Notes from production.

Research, teardowns, and field notes on making systems measurably better.

TalkCompounding systems intelligenceWhy +1% on a production system is worth millions, and what it takes for an agent to own the improvement loop.Watch the talk
SystemsEvery PR Gets Its Own World: Building Pavo’s Infrastructure for SDLC 2.0How Pavo’s parallel validation layer lets humans and agents develop, test, and ship changes concurrently.Read more
Applied ScienceBetter offline tests lead to more production winsHow randomized evidence and offline replay helped a product team choose stronger ideas before spending weeks testing them with users.Read more
ResearchSystem Ground Truth: What Agents Must Know About Production SystemsAgents can be right about every file and still be wrong about the system. We define the ground truth production agents need.Read more
SystemsBuilding an Enterprise Sandbox for AI AgentsWe tried to buy the sandbox. We ended up building one. This is the story of why, what we built, and what broke.Read more
SystemsCrash-Proof Custom AgentsShipping long-running agents with retries, stops, and durable state.Read more