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Dev.to

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11:22
2026-07-15
dev.to
developer-tools

Build a Bounded JSON Repair Loop for LLM Output in Python

A developer demonstrates a bounded JSON repair loop for LLM output in Python, using only the standard library to classify syntax, shape, and semantic errors. The pattern follows a generate-parse-valid…

10:20
2026-07-15
dev.to
ai-agents

I’m sick of AI “Thinkslop” in my PRs

A developer known as 'Dessinateur Projeteur' built a local-first engine called NexaVerify that runs code through 8 different AI models to catch hallucinations and logic errors in pull requests. The to…

10:07
2026-07-15
dev.to
artificial-intelligence

GitHub Copilot Now Prevents Vulnerabilities Before Code Commits

GitHub has shipped a pre-commit vulnerability scanning feature for Copilot, available to all subscribers including Free tier users. The slash command scans uncommitted diffs for five OWASP vulnerabili…

10:01
2026-07-15
dev.to
artificial-intelligence

When AI Beats a Senior Developer — and When It Doesn't

A senior developer found that an AI agent excelled at interpolation tasks like boilerplate and format translation, completing a 200-line CSV-to-JSON normalizer in 90 seconds, but failed on a multi-ten…

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