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

Nate B Jones predicts that if users lack clarity of intent and simply ask OpenClaw to 'vibe code' a CRM, the result will be 'trash' reflecting generic workflows.

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 recommends that users should not be satisfied with OpenClaw just because it provides an answer via Slack or text message; the underlying data structure and legibility are crucial.

Nate B Jones predicts that jumping straight to building agentic software without clear intent will result in generic, average software based on the LLM's average idea.

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