Welcome to JPECOM: notes from building with AI every day
What this blog is for, what we write about, and how we try to keep every post practical and honest.
1 min read
What this blog is for, what we write about, and how we try to keep every post practical and honest.
1 min read
A three-step roadmap for small businesses: audit your workflows, pilot a single process, measure before and after, and only then scale up.
5 min read
Write the done-criterion first, decide what a machine can check versus what needs a human, and keep evidence receipts so agent work can be trusted.
4 min read
Agents that say done without evidence, retry loops, file ownership clashes, and our rules: two failures means stop, measure output not activity.
5 min read
Predictable cost, quota as a budget, and the cases where pay-per-token API access is still the right call for coding agents.
5 min read