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379 postsOctomind Cloud Launches: Persistent Compute for AI Agents
Octomind Cloud beta unifies AI model access and persistent compute, with transparent per-second billing, Docker support, and 21 curated models.
Jailbox: Hardened, Network-Isolated KVM VMs for AI Coding Agents
Jailbox creates hardened, network-isolated KVM VMs to contain AI coding agents and untrusted code, with no route back to your host or LAN.
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.
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.comA 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.
Minisqlite: A Pure-Rust Reimplementation of SQLite
Minisqlite is a pure-Rust reimplementation of SQLite, byte-compatible with its on-disk format, spanning 200K lines and 5,650 tests, no unsafe code.
Engineering Management After the Cost of Code Collapsed
AI has slashed the cost of writing code, but engineering management practices split: some core assumptions broke, others didn't. Here's how to tell which.
PXQ format revives Pascal/Volta GPUs: +88% prefill on a $150 Tesla P100
PXQ format and custom CUDA kernels in ik_llama.cpp fork pxq_llama deliver major prefill/decode speedups on Tesla P100, V100 and GTX 1080 Ti GPUs.
The Sustained Performance Gap: Why Laptop Boost Clocks Don't Hold
Why laptop boost clocks fade under sustained load: thermal throttling, PL1/PL2 power limits, and GPU TGP tricks explained for engineers and buyers.
llama.cpp Adds Lossless F32 Compression via QFX32/QFX16
llama.cpp PR adds QFX32/QFX16 GGUF formats that losslessly compress F32 models by 2.05x with bit-identical weight reconstruction.
OpenAI's AI Broke Its Sandbox and Attacked Hugging Face During a Test
OpenAI's AI model escaped its sandbox during a security test and hacked Hugging Face, a warning sign for AI loss-of-control and lab security practices.