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194 postsA Decade of Vision-Language Models: Why Easy Benchmarks Mask Real Progress
A decade-long study finds vision-language model progress is real but hidden by easy benchmarks; only spatial reasoning errors remain unsolved.
Droidsaw: A Rust Tool for Byte-Perfect Android DEX/Hermes RE
Droidsaw is a Rust-based Android reverse engineering tool that reconstructs DEX and Hermes files byte-for-byte, with built-in security auditing.
VoltMem: A Volatility-Aware Memory Layer for LLM Agents
VoltMem adds domain-specific volatility priors to LLM agent memory, resolving stale-vs-stable fact conflicts that flat memory layers like Mem0 miss.
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.comTactile brings haptic clicks to macOS via the accessibility tree
Tactile is an open-source macOS app that uses the Accessibility tree to trigger trackpad haptics on clickable UI elements, aiding low-vision users.
The New Physics of Columnar Storage: Parquet, Lance, Vortex, Nimble
How AI workloads and modern hardware are reshaping columnar file formats, from Parquet's renovation to new entrants Lance, Vortex, and Nimble.
Flash-MSA: Open-Source Sparse Attention Kernels for Fast Training
Flash-MSA brings open-source CuTeDSL training kernels for MiniMax Sparse Attention on Hopper/Blackwell GPUs, with linear-time backward passes.
Apple's SpeechAnalyzer Beats Whisper Small in On-Device Speech Test
Benchmark shows Apple's SpeechAnalyzer outperforms Whisper Small and the legacy SFSpeechRecognizer on LibriSpeech word error rate and speed.
Clawk Gives Coding Agents a Disposable Linux VM, Not Your Laptop
Clawk runs coding agents in isolated, disposable Linux VMs instead of your host machine, using hypervisor-level isolation instead of prompt rules.
An Open-Source, Assessment-First Course: doerkit and rubric-bench
doerkit and rubric-bench: an open-source course using an LLM as rubric judge, plus a reusable regression-testing framework for any LLM judge.
Supabase's silent defaults: four incidents, one shared root cause
Four Supabase incidents in one week trace back to one cause: silent vendor defaults. Three rules for documenting, linting, and monitoring them.