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Thoughts on agentic development, team orchestration, and shipping software with AI.

Joe Rinehart / May 28, 2026

Process Debt Is Tech Debt

AI is going to help you ship something great: it should also prepare you for the boring side of success. Every feature shipped without traceability is a permit that didn’t get filed.

Joe Rinehart / May 25, 2026

Stuck in the REPL with You

Pull the lever, check the result, pull the lever again. On the dopamine trap of AI coding tools, who benefits from keeping you in the REPL, and why slow is smooth, smooth is fast.

Joe Rinehart / May 21, 2026

Our Kitchen’s On Fire and the Chef is a Robot

If a chef can cook 10x faster, what happens to the rest of the restaurant? Code was never the bottleneck. Delivering working software was.

Joe Rinehart / May 18, 2026

Cate Builds Cate. We Measured Everything.

1,654 merged PRs, 67% needing no finishing work at all. A typical week: ~129 PRs, each backed by a Jira spec and a post-mortem.

Joe Rinehart / May 14, 2026

Multi-Model Cate: One Flow, Dozens of Models

Cate was never just about Claude. Pick the right model for the right job — Opus for planning, Codex for review, Grok for code — one coordinated workflow, your budget envelope, your rules.

Joe Rinehart / May 11, 2026

Don't Abdicate the Driver's Seat

AI makes it easy to delegate not just the work, but our engagement with our work. Planning is the single most valuable thing we can do with our time. That's not an AI insight. It's a leadership insight.

Joe Rinehart / April 27, 2026

Issue Tracking Isn't Dead

Issue tracking isn't dead because the need for communication will never die. And right now, that need is growing faster than we are.

Joe Rinehart / April 13, 2026

We're All Keyframers Now

Claude and friends aren't making our jobs easier. They're changing what our jobs are. When the tweeners do the heavy lifting, the keyframes have to be right. And that's on us.

Joe Rinehart / March 23, 2026

Your Claude, Amplified

If you're using Claude Code, you've already done real work to get here. Delegation and orchestration shouldn't come at the cost of that investment, much less shipping your code off to another third party.

Joe Rinehart / March 16, 2026

Everyone's a Team Now

Every developer just became a team lead. Every manager just inherited a department. Claude didn't just change what we build. It changed the job.

Joe Rinehart / March 12, 2026

The Miracle of Compound Context

Teams that ship build more than software. They build a shared body of knowledge that evolves over time: the culture, the communication, what worked, what didn't, what the customer really wanted.