Articles

AI engineering notes from real workflow work

Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.

Local AI • Mar 01, 2026

Deployment Playbook: local LLM prototyping

How to prepare the workflow for CI/CD and production operations. how local models support demos, privacy-sensitive tests, and offline workflows

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DevOps and CI/CD • Mar 01, 2026

Tooling Map: AI-aware deployment pipelines

A map of useful tools, libraries, and platform decisions. how deployment pipelines should handle prompts, evals, migrations, secrets, caches, queues, and scheduled AI jobs together

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