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Notes from the systems we run.
Practical writing on custom software, healthcare and education platforms, applied AI, cloud and security — by the engineers who build and then operate them.
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4 articles
Why Most AI Agent Pilots Failed in 2026 — And What the Survivors Did Differently
Enterprises poured budget into AI agents this year and quietly killed a large share of the pilots. The projects that …
Small Language Models: How to Cut AI Costs 70% Without Losing Quality
Running every request through a frontier model is the most common and most expensive AI mistake of 2026. Routing most …
The Rise of Agentic AI: From Assistants to Autonomous Digital Workers
AI agents in 2025 are no longer just chatbots — they plan, execute, debug and iterate autonomously. Discover how agentic …
Generative AI in 2025: From Art to Enterprise Mission-Critical Systems
Generative AI has matured from a creative novelty into a backbone of enterprise operations. We explore how GenAI is being …
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