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All Thoughts

Where I write about AI, engineering, and building in public.

Blog posts coming soon. Stay tuned.

Coming Soon

Why Context is the Real AI Bottleneck

Everyone's racing to build bigger models. I'm more interested in what happens when the model is smart enough but doesn't know what you need.

AIArchitecture
Coming Soon

Coming Soon

Not Everything Needs an LLM

Sometimes a regex, a lookup table, or a well-designed rule engine will outperform any LLM. Here's how I decide what tool fits.

EngineeringHot Takes
Coming Soon

Coming Soon

Building Agent Architectures That Don't Hallucinate

51 files. 14,750 lines of knowledge infrastructure. Here's the framework I built to prevent agents from writing plausible but wrong code.

AgentsRAG
Coming Soon