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Tools & Coding

833 summarised stories in Tools & Coding, each linking back to the original source. Browse all topics →

Monday, 16 March 2026

Leanstral: Open-Source foundation for trustworthy vibe-coding

Mistral AI 4 months ago

Mistral released Leanstral, an open-source AI agent designed to generate and formally verify code in the Lean 4 proof assistant, addressing the bottleneck of human review in high-stakes software development. Leanstral achieves a score of 26.3 on the new FLTEval benchmark with two inference passes at a cost of $36, compared to Claude Sonnet's score of 23.7 at $549. The model is available free through Mistral Vibe, a free API endpoint, and under Apache 2.0 license for local use, enabling developers to use formally verified code generation without manual proof checking.

Why Codex Security Doesn’t Include a SAST Report

OpenAI Blog 4 months ago

Codex Security uses AI-driven constraint reasoning and validation instead of traditional static application security testing to identify vulnerabilities. The approach reduces false positives compared to conventional SAST tools by focusing on real exploitable issues rather than generating reports on potential code patterns. This shifts security analysis from flagging suspicious code patterns toward confirming actual vulnerability conditions.

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