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Guide

OpenCode's gateway breach: one legacy box, 1.4% of keys

OpenCode Console lost 1.4% of users' provider keys to a distillation attack through a legacy system. The gateway is the attack surface, and the bills hit users.

Oct 19, 2026

Guide

Twenty-one ways to run a model locally: the engine catalog

The runtimes catalog now carries 21 verified local inference engines. The pick-by-hardware map: GGUF, Metal, GPU serving, NPU specialists.

Oct 18, 2026

Guide

China's export draft leaves published weights alone

China's Announcement 48 draft adds 23 AI technologies to export review, but published weights are exempt. What 2T and top-10 thresholds mean for open models.

Oct 18, 2026

Guide

Hermes Agent ships on NVIDIA's RTX Spark launch

RTX Spark laptops ship October 16 with Hermes Agent on the launch slide, pickable in Windows' agent setup flow, running Qwen 3.8 27B local on 128GB.

Oct 17, 2026

Guide

The budget rig under $3,000 is a repurposed console

PS5LM runs llama.cpp on a jailbroken PS5 GPU at 55 tok/s on a 9B model, and the BC-250 mining board beats it on fit. The budget tier under $3,000, priced.

Oct 17, 2026

Guide

GPU hosting for the rack you already own

GPU Lab, a Grand Rapids BGA shop that doubles 4090s to 48GB, adds SLA-backed datacenter hosting: bring your own node, 5 kW a rack, SXM boards welcome.

Oct 16, 2026

Guide

Muse Spark weights hit the swarm eight hours after the gate

Pirate Face torrents Hugging Face models as a permanence layer. The gated 533 GB Spark Open checkpoint entered the swarm in hours, checksums verified.

Oct 16, 2026

Guide

Rails benchmark: the expensive models did not win

Rails Stage 3 benchmark: 1,485 scored runs across 11 models. GPT-6.1 Sol best all-rounder at 60.8% for $0.80 a run; Muse Wonder lands at 46.6%.

Oct 16, 2026

Guide

Meta asks your birthday for open weights mirrors ship freely

Meta gated the Muse Spark Open weights behind a form asking for legal name, birth date and organization. The same weights ship ungated from mirrors.

Oct 15, 2026

Guide

OpenCode 2.0: one daemon, a new API, three known escapes

OpenCode 2.0 rebuilds the coding agent around a background daemon and a new API. It shipped with three known security escapes, and one of them is still open.

Oct 15, 2026

Guide

GLM-Legal undercuts the legal-agent price ladder 14 to 1

GLM-Legal posts 19.2 percent all-pass on Harvey's legal benchmark and Vals AI verifies it same day at $0.15 a task. The cost ladder and the gating question.

Oct 12, 2026

Guide

Zod's supply-chain attack hid its C2 on Ethereum's mainnet

A Zod commit hid its loader's address in an Ethereum contract nobody can take down. The npm tarball shipped clean; the push-trigger release fire is the risk.

Oct 12, 2026