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
Blog
Workflows, mistakes, costs and tools. Written by people who ship with agents 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
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