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261 postsChainDrop worm crawls into npm supply chain, evades standard defenses
ChainDrop, a Shai-Hulud npm worm variant, infected 444 packages and spreads via tarballs, evading standard repository-based defenses.
Labwire: An Open Protocol for AI-Controlled Lab Instruments
Labwire is an open MCP-like protocol letting AI agents safely discover, command, and stream data from lab instruments with signed proof of execution.
License Laundering Exposed Across AI Dataset-to-App Supply Chains
Study of 232,270 AI supply chains reveals systematic license laundering, with obligation-bearing licenses vanishing while permissive ones persist.
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.comTuro: Aggressive Token-Saving Proxy for CLI AI Agents
Turo is an open-source CLI proxy that trims AI agent prompts, cutting LLM token usage by up to 70% while preserving meaning.
Fairphone 6's wide camera gets experimental mainline Linux support
Fairphone 6's OmniVision wide camera now works experimentally on mainline Linux via a ported qcom-camss driver for the milos SoC.
data2prompt: CLI Tool Fits Data-Heavy Projects into LLM Context Windows
data2prompt CLI profiles and samples CSVs, Excel files, and SQLite databases to fit data-heavy projects into any LLM context window.
Shackle Brings Deterministic Runtime Governance to AI Agents
Shackle introduces SP/1.0, an open, hash-verifiable conformance standard for real-time governance of AI agent tool calls and certification.
Kernel devs review two LLM-assisted memory management patch sets
Two LLM-assisted Linux kernel patch sets—1GB huge page allocation and VM memory tracking—reveal how maintainers judge AI-assisted code.
APSS: Encode Repeatable Agent Tasks as Deterministic Code
APSS replaces repeated LLM inference with deterministic Rust standards for coding agents, cutting compute cost while keeping checks reproducible.
Headroom: Open-Source Tool Compresses AI Agent Context by Up to 95%
Headroom is an open-source library that compresses AI agent tool outputs by 55-95%, losslessly, via proxy or library mode. 59K GitHub stars.