AI pair programming

Five Projects in One Day: What AI Pair Programming Actually Looks Like

TL;DR On March 21, I shipped meaningful work across five repositories in a single day: a 13,674-line stock trading platform from scratch, a Harbor container registry replacing AWS ECR across 13 CI workflows, API key authentication and an HA proxy for digital signage, inventory sell signals for a trading card tracker, and an OpenClaw cost optimization that killed an idle token burn. Every commit was co-authored with Claude. This post breaks down the mechanics of how that actually works – the prompting patterns, the failure modes, the things I would not let the AI do, and the real throughput multiplier. ...

March 22, 2026 · 6 min · zolty

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