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software reliability
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Articles about software reliability
- Article · AI Agents
Building AI-Powered Operational Readiness Assessment Tools
Build AI-powered operational readiness assessment tools with .NET to ensure production readiness, reduce risk, and improve software reliability.
- Article · AI
Artificial Intelligence: The GitHub Effect on LLMs - Why Noisy Code Corrupts Training—and How to Build Reliable Autonomous Coders
Public code often lacks production-grade quality, corrupting LLM training and leading to unreliable autonomous coders. This article explores how noisy code skews model internals, causing failures in autonomous code generation. It provides concrete data and system fixes, emphasizing data curation, training corrections, inference guardrails, and evaluations that prioritize operational reliability for building truly useful AI coding tools.
