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512 postsCacheTracer Exposes Hidden Dependencies in LLM API Reseller Chains
CacheTracer uses prefix-cache side channels to reveal hidden dependencies among LLM API resellers, finding shared cache reach in 37% of tested pairs.
SIMURG: Real-Time Guard Stops LLM Decoding Corruption Mid-Stream
SIMURG is a numpy-only real-time monitor that detects and aborts LLM decoding corruption mid-stream, with zero training and conformal calibration.
Prompt Injection Is Now an RCE Primitive for AI Agents
Prompt injection in tool-using AI agents can now lead to remote code execution. A reachability-graph defense model based on Microsoft's Semantic Kernel flaws.
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.comCertiK Uncovers Five DoS Vulnerabilities in Ethereum's Besu Client
CertiK found five DoS vulnerabilities in Ethereum's Besu client, patched in v26.7.1 with advisories following two weeks later.
n8n-decanter: An MCP Guard That Turns Code Nodes Into TypeScript Files
An MCP guard proxy extracts n8n Code node source into typed files in git, blocking the jsCode write while keeping full agent access to structure.
How AI-Assisted Debugging Made jsdom 43% Faster for React Tests
Sentry engineers used AI-assisted debugging to fix three jsdom bottlenecks, making a React Testing Library suite 43% faster without changing any tests.
Satd: A Guided Code Tour of a Rust-Based Bitcoin Core Compatible Node
A guided tour of satd, a Rust-based full Bitcoin node compatible with Bitcoin Core, covering its architecture and storage design.
SoLo Lets Static musl Binaries Load glibc GPU Drivers
SoLo lets fully static musl Linux binaries dlopen glibc GPU drivers at runtime — no container, no AppImage, one file.
Python Bytecode: The Security Blind Spot Beyond Source Review
Study of over 1M PyPI packages shows Python .pyc bytecode bypasses source-level security review, exposing CPython to crashes and memory-corruption bugs.
MongoDB BSON Symbol Type Bypasses Authorization Check (CVE-2026-18690)
MongoDB CVE-2026-18690: a BSON symbol-typed collection name bypasses authorization checks, letting limited users reach protected system collections.