AI Daily Digest · 2026-11-11

🔬 New AI Craft

1. Bind review and test evidence to the code tree being shipped
Brian Woods demonstrates associating review and test records with a Git tree and checking that the shipped tree is the one assessed. His example distinguishes failed and unavailable checks from passes, and notes that a signature without a trust root cannot authenticate its signer; verification does not prove correctness.
https://brian.biz/blog/ai-agents-verify

2. Vulnerability scanning still requires maintainer triage
VulnCheck examines Anthropic’s Glasswing disclosure ledger alongside curl maintainers’ triage of one batch, highlighting the distinction between reported findings, duplicates and fixes. The author counts 19 non-vulnerabilities, six low-severity confirmations and nine pending assessments among 34 reports then public; this is an interim sample from one project.
https://www.vulncheck.com/blog/anthropic-glasswing-november-update

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🛠️ Tools & Tips

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⭐ Open Source Highlights

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📰 Industry News

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🚀 Major Releases

1. Google DeepMind introduces AlphaProof Code for formal verification