Nate B Jones states that Factory.ai tested three context compression approaches, with their own anchored iterative summarization scoring highest, though all struggled with tracking artifacts.

Nate B Jones states that long-running agent sessions inevitably fill up context windows, and all compression strategies are inherently lossy.

Nate B Jones states that Factory.ai's agent readiness framework evaluates codebases against eight technical pillars including style, build systems, testing, and security.