The Morning Voice Note I Did Not Write

At 7 AM every day, I get a briefing on my phone.

Not from a person. From a system I built — one that watches my codebases overnight, synthesizes what changed, and tells me what to focus on today.

This week I shipped a key improvement: the Sprint Briefing Agent now fires exactly once per morning. No duplicates. No missed days. In distributed systems with scheduled jobs, exactly-once delivery is harder to get right than it sounds.

A briefing that fires three times is noise. One that sometimes does not fire is a broken promise. Production systems need reliability, not just capability.

What It Actually Costs

Infrastructure: $2 per month on AWS.

I spent seven years as a Deputy CEO/CLO running large-scale digital government programs. I know what enterprises pay for operational intelligence systems. The gap is not small.

What This Means for Hiring

I am building proof-of-concept for a different kind of operator: someone who understands both the boardroom decision and the code that executes it.

Ten live AI agents. Real production systems. Daily operation. Total infra cost under $10/month.

Portfolio: aideazz.xyz/portfolio