Why Your LLM Classification Pipeline Fails on Edge Cases (and How to Fix It)
How to build reliable LLM classification pipelines for high-stakes decisions — fixing confidence calibration, output validation, and human escalation.

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Articles tagged with #programming
How to build reliable LLM classification pipelines for high-stakes decisions — fixing confidence calibration, output validation, and human escalation.

Matt Pocock's dictionary-of-ai-coding repo demystifies AI jargon. Here's why shared vocabulary matters and which terms you should actually learn.

Aviation solved the automation skill-decay problem 30 years ago. Here's how their framework applies to AI coding tools and what developers should do about it.

Senior Python interviews often test trivia over real skills. Here's how to handle the gotcha questions and what actually matters for preparation.

AI coding assistants can rebuild the mental context you lost on abandoned side projects. Here's a practical workflow for reviving stalled repos and actually shipping them.

Fix your AI coding assistant's generic outputs by building custom skills — modular instruction sets that give it the domain context it needs.
