Blog

Notes from the boundary.

A monochrome scene of cubic structures and a small figure perched on a cliff edge, with metallic liquid drifting out into a starfield — a visual metaphor for the structured output cliff where well-typed schemas meet unstructured model behaviour
Deep Dive

Benchmarking LLM Structured Outputs

Three Providers, Three Symmetric Ways They Break

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A torrent of stone spheres cascading down a narrow canyon — agents producing work faster than the pipeline below can absorb it
Essay

The Agentic Bottleneck

Why We Need to Rethink CI

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A figure stands atop a precarious tower of stacked containers wedged between cliff walls — the human cost stacked on top of every cache-miss reload
Essay

Why Coding Agents Are Getting More Expensive

Prompt Caching, Idle Sessions, and the Real Cost of a Million-Token Window

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A figure leaps between three isolated concrete cubes floating in space, each carrying its own cityscape — a visual metaphor for crossing type boundaries between microservices
Deep Dive

The Multi-Repository TypeScript Problem

Navigating Type Safety Across Service Boundaries

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