OPEN SOURCE

MiniMax launched H3, an omni-modal generation model that takes text, image, video, and audio input and outputs 2K video with native stereo sound at 0.80 CNY per second. Open weights are promised in the coming days.

A companion guide to the Buzz video: Block's open-source Nostr relay workspace where humans and AI agents share the same rooms, with agent-first CLI, git integration, and workflows. Here is what it does and where it fits in the agentic dev stack.

Mitchell Hashimoto (Vagrant, Terraform, Ghostty) launched Superlogical - a new company building a terminal multiplexer that aspires to unify local dev, remote access, agents, and production work. The 703-point HN discussion went deep on the vision, the team, and whether the problem is real.

Block open-sourced Buzz, a team workspace where agents are cryptographic identities instead of bot tokens. Every message is a signed Nostr event, the relay is yours to run, and the CLI is JSON in, JSON out.

TurboFieldfare is a custom Swift and Metal inference engine that runs Google's 26B-parameter Gemma 4 MoE model in roughly 2 GB of RAM on any Apple Silicon Mac, including 8 GB base models.

PGSimCity is an explorable 3D city that models PostgreSQL internals - shared buffers, WAL, autovacuum, checkpoints, and replication. Built with three.js and TypeScript, it hit #1 on HN with 682 points.

Debian is voting on four proposals to regulate LLM-generated contributions - from an outright ban to full acceptance. The HN discussion reveals the fault lines in open source's biggest AI policy debate yet.

Ruff v0.16.0 ships 413 default rules (up from 59), Markdown code-block formatting, and a new ruff: ignore system. Here is what changed, what HN is saying, and why zero-config linting matters more with AI coding agents.

A technical deep dive into AM halftoning with ImageMagick hit the HN front page at 195 points. We break down the technique, the HN debate on dithering vs halftoning, and why this matters for developers.

Tobi Knaup, co-founder of Mesosphere, argues that open-weight AI has reached the same inflection point as Kubernetes in 2014. We break down the argument, the HN reaction, and what it means for developers building on open models.

A new multi-model orchestration system routes requests across open-weight models to match frontier performance at reduced inference cost. Here is what we know.

Kimi K3 is the first open-source 3T-class model with a 1M-token context window, native vision, and OpenAI-compatible API. Here is what it does, how to call it, what it costs, and how it benchmarks against Fable 5 and GPT-5.6 Sol.

The Gleam programming language has migrated to Tangled, a new ATProto-based code hosting platform. Here's what this means for developers and the future of decentralized forges.

A developer built a complete X11 server in 20,000 lines of assembly language using Claude as a compiler, running Firefox and GIMP with one-third the CPU usage of Xorg.

Kimi K3 brings 2.8 trillion parameters, native vision, a 1M-token context window, and long-horizon agent workflows. Here is what developers should know before adopting it.

LM Studio launches Bionic, a standalone agent harness for open models with local inference, voice input, and zero data retention cloud options.

Mozilla's inaugural report reveals open models now match closed AI on capability, but only 51% reach production. The harness layer and permission model gaps explain why.

A developer got Google's Gemma 4 26B running on 2013 Xeon hardware for under $300. The fix for a silent MoE bug is now upstream - here's what it means for local inference.

Days after getting caught uploading entire codebases to xAI servers, Grok Build is now open source on GitHub. The HN community isn't convinced it's enough.

A new American open-weights frontier model with multimodal capabilities, 1M token context, and competitive benchmarks. Here's what the HN community thinks.