The View from the AI Frontier
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Overview
AI-native infrastructure, product thinking, and dispatches from the frontier of agent-driven automation. By Paul Stack.
News
Black Box Tests Are Your Most Valuable Asset
Every engineer who's worked in a mature codebase already knows this principle: you can't safely refactor without tests. Nobody argues with that. If you're about to restructure something significant, the first question is always "what's the test coverage l
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Continuous Delivery Built the Floor AI Stands On
If you've spent any time in the AI engineering conversation this year, you've probably noticed a pattern. The teams moving fastest are the ones who already had strong delivery discipline before any of this started.I keep seeing two types of teams. Enginee
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Practices Have a Half-Life. Architecture Shouldn't.
The real reason AI engineering never stands still.If you're exhausted by how fast this space moves, that's a reasonable reaction. It can be genuinely disorientating, and you're not falling behind because of it.The last year in agent engineering has looked
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An Open Letter to Leaders: Your Job Isn't to Have the Answer
I've had versions of this conversation with founders, CTOs and engineering leaders pretty much every week this year. If you're leading a team right now and you haven't committed on AI, I can almost guarantee you're hearing three things. The output isn't g
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The Standard Didn't Change. The Author Did.
Engineers have been using code they didn't write for as long as software has existed. NPM packages with hundreds of transitive dependencies for a single job. Stack Overflow answers pasted directly into production. Terraform modules pulled from the registr
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