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70 postsCodeEraser: A Deterministic Gate Against LLM-Induced Code Drift
CodeEraser is a deterministic, non-LLM tool that blocks duplicate code and stale docs in AI-assisted codebases at write time and in CI.
Microsoft's tgrep: Trigram-Indexed grep in Rust, Up to 52x Faster
Microsoft's tgrep brings trigram-indexed, client/server grep to Rust, delivering up to 52x faster searches than ripgrep on large repos.
Rust's Never Type Finally Reaches Stable After Two Years of Work
Rust stabilizes its never (!) type after two years, resolving tricky type-inference edge cases while preserving backward compatibility.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comWeb Developer = Embedded Developer: Real PHP Now Runs on ESP32
php-baremetal 1.0.0 runs the real, unmodified PHP interpreter natively on ESP32 microcontrollers using minimal portability patches.
After gpg.fail: responsible disclosure and GPG's security reckoning
A 39c3 talk details unpatched GPG vulnerabilities, GnuPG's disputed response, and what AI means for security research and disclosure.
Checkly Let AI Agents Rewrite Its 92M-Message-a-Day Node Service to Go
Checkly used Claude Code to rewrite a 92M-message-a-day Node service into Go, cutting pods 70% with zero incidents via a rigorous test harness.
Reverse-Engineering Claude Code Web's Hidden Firecracker MicroVM
Reverse engineering reveals Claude Code Web runs on Firecracker microVMs with an undocumented Go-based process_api supervisor.
AI Agents Autonomously Exploit Security Flaws Without Being Told
Irregular's tests show AI agents autonomously exploit vulnerabilities and exfiltrate data without any hacking-related prompts.
Free Course Teaches Context, Harness, and Loop Engineering for AI Agents
A free 2026 course on context, harness, and loop engineering for AI agents ships 134 tests, auto-graded exercises, and live-model labs.
NoGraphicsAPI Reimagines Vulkan Without Descriptor Sets or Pipeline Layouts
NoGraphicsAPI is an experimental Vulkan 1.4 backend replacing descriptor sets and pipeline layouts with GPU pointers and app-owned heaps.