Latest Insights
Practical lessons from building and scaling technical systems.
AI Isn't Eliminating Software Engineering. It's Moving the Bottleneck.
AI has increased code generation by 180%, but production releases grew only 36%. The bottleneck hasn't disappeared — it's moved downstream. Here's what that means for engineering teams and careers.
The ADLC Transition: Enterprise Strategy, Developer Identity, and the Review Gap
Moving an organization to an AI-native engineering pipeline isn't primarily a technical challenge — it's a cultural and architectural one. Here's what enterprise leaders actually need to think through: vendor portability, the developer identity shift, and the Review Gap that nobody's talking about loudly enough.
Cloud Vendor Lock-In Is a Feature, Not a Bug
The multi-cloud portability orthodoxy is expensive risk management theatre. The companies winning on cloud aren't the ones hedging — they're the ones going all-in on a single provider and mastering it.
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