» curated · synthesized
Skip the noise.
Read the signal.
Curated tech news and synthesis for developers and technology professionals.
» Latest posts
1032 postsA Green Test Suite Isn't Proof: Authority Gaps Slipped Past 16/16
A 16/16 passing test suite hid three critical gaps in an authority model. Why a green scoreboard alone was never sufficient proof.
AI Migrates COBOL to Java Fast — Proving It's Correct Is Hard
AI speeds up COBOL-to-Java migration, but proving correctness is the hard part. How an SMT-based equivalence verifier catches hidden bugs before they ship.
We gated CI on six LLM eval frameworks — only two survived
An eight-month CI test of six LLM eval frameworks found only Promptfoo and DeepEval reliable as merge-queue gates, thanks to deterministic checks.
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.comMCP's Confused Deputy Problem: Provenance Gaps, Injection, DNS Rebinding
MCP's confused deputy flaw explained: provenance gaps, prompt injection via fetch servers, DNS rebinding, and concrete detection rules.
MIT Method Detects AI Models Fine-Tuned for CSAM Without Generating It
MIT and Thorn's Gaussian probing technique flags AI models fine-tuned for CSAM generation with 100% accuracy, without producing any illegal images.
A Practical Pre-Deploy Security Checklist for Solana Anchor Programs
A systematic pre-mainnet security checklist for Solana Anchor programs, covering account validation, arithmetic safety, CPI checks, and Wormhole exploit lessons.
Claude Code Skills Guide: Automating Your Dev Workflow
How Claude Code's Skills evolved into a directory-based standard, with frontmatter controls and a real /code-review workflow example.
A CRM That Changes Its Schema via Typed Tools, Not LLM-Written SQL
A Show HN CRM lets users edit database schemas via chat using typed tools instead of LLM-generated SQL, with dual validation and safe undo.
Report Alleges Unisoc/Longcheer Supply Chain Compromise via System Apps
A forensic report claims signed system apps on Unisoc/Longcheer devices enable covert C2 tunnels and anti-forensic kernel panic attacks.
Reverse-Engineering Samsung Notes' Locked Handwriting Format
A developer reverse-engineered Samsung Notes' undocumented .sdocx stroke format, decoding NEON-optimized native code to unlock trapped handwriting data.