The Typing Was the Safety Harness
18 min read
Typing code was doing load-bearing QA work nobody invoiced for. Agents removed the slowness, and now the work has to live somewhere on purpose.
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Ai
6 posts
How AI is changing engineering work, team design, and the quality bar leaders need to maintain.
No, AI didn't break PRs
Updated:8 min readAI didn't break pull requests; it exposed the review queues, slow integration, and weak collaboration habits engineering teams already had.
Read articleThe Senior Engineer Crisis Isn't Coming. It's Already Here.
Updated:15 min readAI is cutting junior hiring. But the engineers that won't exist in 10 years are being decided right now. Here's what I think actually happens next.
Read articleAI Is an Amplifier. What Are You Amplifying?
Updated:9 min readAI doesn't care about quality. It accelerates whatever direction your team was already heading. Here's what engineering leaders need to change.
Read articleVerification Debt Is Your Next Headache
Updated:5 min readVerification debt is accumulating quietly in AI-assisted codebases. What engineering leaders need to watch for.
Read articleThe Work Moved: What the AI Coding Debate Actually Agrees On
Updated:11 min readAI agents generate 98% more PRs but reviews take 91% longer. The work didn't disappear — it moved. A synthesis of eight perspectives on where it actually went.
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