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 min čtení
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.