APILONAPILON / AI Automation
Using AI agents from insight to verified result
Where AI can safely analyze, prepare and execute work, and where a human approval gate still protects the project.
8 хв читання
Give the agent project context
Useful automation needs the domain, goal, current metrics, constraints, previous tasks and the exact systems the agent may access.
Limit every credential
Issue project-scoped tokens with only the operations needed for the task. Keep secrets outside prompts and log every state change.
Define completion as evidence
A green card should mean that the output exists and passed a check. Require a result URL, changed files, measured metric or another verifiable artifact.