
Anatomy of a Production AI System
From models and prompts to reliable, scalable systems: the layers around the model, and what changes when real users, real costs and real risks arrive.
AI28 November 2026 · 21 min read
Request early accessEssays, deep-dives and notes on systems, data and the odd piece of mathematics.
5 pieces

From models and prompts to reliable, scalable systems: the layers around the model, and what changes when real users, real costs and real risks arrive.
AI28 November 2026 · 21 min read
Request early access
There is no absolute truth accessible through AI. It falls upon us to connect the dots, critically evaluate information, and discern whether it represents a fragment of the broader truth.
AI15 September 2025 · 8 min read

Why the sequence of AI adoption matters more than the technology itself.
AI14 November 2026 · 20 min read

Can the way someone writes become a behavioral fingerprint? Sometimes, with caveats, and the caveats are where the engineering lives.
Math19 September 2026 · 16 min read

The future of Requirements Engineering lies in human–AI collaboration, combining automation and analytical power with human judgment to deliver systems that are both effective and trustworthy.
AI15 December 2025 · 7 min read
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