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76 postsReverse-Engineering Windows' Undocumented Offline Device ID API
A reverse-engineering deep dive into Windows' undocumented GetOfflineDeviceUniqueID function, tracing its RPC path from clipc.dll to clipsvc.dll.
Maith: A Disciplined Framework for AI-Assisted Math Research
Maith is an open-source workspace enforcing rigorous proof standards when using AI to explore unsolved math problems like Riemann and P vs NP.
Stagehand: AI-Resolved Instructions Meet Deterministic Browser Automation
Stagehand pairs AI-resolved natural-language instructions with deterministic browser actions, surviving redesigns that break hardcoded selectors.
Kimi Linear: Hybrid Attention Architecture Beats Full Attention
Kimi Linear's KDA module outperforms full attention, cutting KV cache by 75% and boosting throughput 6x at 1M context.
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.comLinux kernel edges toward $ORIGIN support via eBPF
How a Nix community effort led to a Linux kernel patch adding programmable $ORIGIN support via eBPF and binfmt_misc, without breaking process identity.
Slater: A Low-Memory GraphDB for Graphs That Don't Fit in RAM
Slater brings disk-native, low-memory graph storage with full neo4j Bolt compatibility, live writes, and built-in vector search.
Lucen parallelizes Python loops via two comments, bit-identical results
Lucen parallelizes Python for loops via two comments, guaranteeing bit-identical results versus sequential execution. Rust-accelerated, v1.1, Apache-2.0.
GPT-5.6 vs Claude Fable 5: Benchmarking Physical AI Simulation
JuliaHub compares GPT-5.6 and Claude Fable 5 in its Dyad agent on five physical modeling problems, revealing cost, speed, and validation trade-offs.
QuantmLayer Locks Down AI Coding Agents with Kernel-Level Sandboxing
QuantmLayer sandboxes AI coding agents with kernel-level containment (BPF-LSM, seccomp, cgroups), blocking attacks default Docker can't stop.
A Portable Passkey Record Format and Go API Proposal
A proposed portable string format for WebAuthn passkey records, plus a stateless Go API draft, aiming to simplify interoperable credential storage.