September 10, 2026
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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Practical notes on programming, interviews, systems, and career growth.
July 17, 2026
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.
Read articleJuly 17, 2026
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.
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