The 3am Engineer Who Couldn't Find the Answer
Your best engineer quit. Your on-call just got paged. The service is down. Nobody who's awake has ever touched this code. This is the cost of undocumented identity.
Thinking on software identity, agentic development, and the engineering decisions that persist.
Your best engineer quit. Your on-call just got paged. The service is down. Nobody who's awake has ever touched this code. This is the cost of undocumented identity.
Spec-driven development is a paradigm where specifications are the primary artifact and AI agents generate code from them. Here's how it works, who's doing it, and where it's heading.
AI 10x'd code generation. Code review capacity didn't scale. Senior engineers are drowning.
Werner Vogels coined verification debt. Addy Osmani coined comprehension debt. 96% of developers don't trust AI output, but only 48% verify it. That gap has a name now.
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