// DRAFTS
The FLOW Pattern: A Framework for Agents That Continuously Improve
Most teams optimizing their agents are only improving the current session. FLOW is the architecture for the other problem — making every cycle leave the agent meaningfully better than the last.
Context Engineering with PILRs, Part 1: Building Knowledge That Compounds
Your agent can get better at your product over time — like a human developer — but only if you build the infrastructure to make it possible. Here's what to capture and why it matters.
Context Engineering with PILRs, Part 2: Indexing, Retrieval & the Full System
Good documentation that agents can't navigate is just a pile of files. Here's how indexing, tooling, and system design turn knowledge into capability.
Agentic Coding: Context Engineering with PILRs
Your agent can get better at your product over time — like a human developer — but only if you build the infrastructure to make it possible. Here's how.