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

Nate B Jones recommends having clarity of intent around workflows and specific business requirements to build agentic software quickly and effectively.

Nate B Jones recommends fixing the data before giving an agent access to it by establishing a source of truth, defining schemas, building validation, and deciding which system wins in case of disagreement.

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.