AI Coding Teams Need a Model Deprecation Playbook
A practical model deprecation playbook for AI coding teams: track retiring models, test replacements, plan safe fallbacks, and prevent user outages.
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Production AI, system design, and interview lessons arranged for quick scanning and comfortable deep reading.
Why AI Agents Fail in Production: 7 Guardrails That Matter
A practical review of the controls that turn an impressive agent demo into a system a team can operate safely.
System Design Interview: A 45-Minute Answer Framework
A calm, repeatable structure for requirements, scale, architecture, bottlenecks, and tradeoffs under interview pressure.
Senior Engineer Interviews: Turn Project Work Into Strong Evidence
A practical way to turn architecture, delivery, and incident work into concise senior-level interview stories.
How (And Why) To Make Your Screen Brighter Than Maximum
A 100% brightness slider may still leave display headroom. Check power limits, HDR, monitor controls and gamma to find what is making…
From Prompt to Production: Evaluate AI Features Before Launch
A lightweight evaluation loop for teams shipping LLM features without relying on vibes or cherry-picked demos.