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Insights & Updates
Thoughts on AI agents, capability systems, structural safety, and the future of software.
ArchitectureJanuary 2026
Why Agent Guardrails Don't Work (And What Does)
Everyone building AI agents hits the same wall: how do you let an agent act without it doing something catastrophic? Guardrails feel right. They're also fundamentally flawed.
By Sid•14 min read
IndustryJanuary 2026
From Chatbots to Compilers: The Evolution of AI Agents
We kept feeding models more leverage. More context, more tools, more autonomy. Until the bottleneck moved from model intelligence to everything around the model.
By Sid•12 min read
TechnicalJanuary 2026
Code Understanding is Harder Than Code Generation
Everyone's excited about LLMs writing code. But the harder problem is understanding code that already exists. Generation is greenfield. Understanding is brownfield.
By Sid•10 min read
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