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Thoughts on AI product development, building in public, and the craft of shipping software that matters. Written from the trenches.

50,912 impressions. 14,874% up from last week. Day 2 shipped 36 commits, 9 PRs, 2 tools — and LinkedIn noticed.
From a single tiny helper to a reliable team, built around small tasks and clear handoffs.

Why I ran nine Codex CLI agents in parallel to verify claims and what it taught me about trust and evidence.

How I run a 15-agent system with a supervisor, guardrails, and a daily workflow that keeps output reliable.

A deeper look at running nine agents in parallel, the verification rubric, and the ops lessons that mattered.

The architecture, tools, and real monthly costs of running 15 AI agents for research, content, CRM, and automation.
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