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Moondream is joining Prime Intellect
Moondream announces it is joining Prime Intellect: models stay open, get Prime’s training stack, and Moondream Cloud shuts down November 13, 2026 with unspent credits refunded and migration help.
1 min · 255 words
EvoGrain: Algorithmic Sound Design with L-Systems and Granular Synthesis
Nathan Ho walks through building EvoGrain, an open-source system that randomly generates L-systems, expands them into command sequences, interprets those as sets of grains, and renders them with granular synthesis, covering inspirations like Iamus, the design of each pipeline stage, and generated sound examples.
30 min · 6,813 words
Adrian Vovk announces GNOME OS Preview, a new edition built from the latest stable GNOME release, so GNOME OS is no longer only a nightly OS for developers and testers. He recaps recent improvements such as zswap support, the Test Center app and Toolpak, and explains who should try Preview now.
4 min · 923 words
Native Prometheus integration with NGINX
Categorica open-sources nginx-stats-prometheus, an MIT-licensed NGINX module that exposes Prometheus metrics directly from NGINX instead of running the separate NGINX Prometheus Exporter sidecar with its own web server, and explains the design and trade-offs.
5 min · 1,150 words
Faster than earcut: triangulating 3.7M map polygons in 489 ms
Evgen Bodunov of Globus Software explains how the GLMap engine's polygon triangulator, now open-sourced as earstrip (one C++ header plus a WebAssembly npm build), beats earcut: 14% faster in C++ and 1.4–2.1x faster in the browser, covering convex shortcuts, triangle strips and branch-free counting.
17 min · 3,810 words
Hyper Optimizing Kimi K3 in vLLM: Moving Fast and Responsibly
The vLLM team and NVIDIA describe using coding agents to build a unified CuTe DSL decode path for Kimi K3 on NVIDIA GB300, reaching over 840 tokens/s at batch 1 on 16 GPUs, and the guardrails (isolated changes, correctness tests, reproducible benchmarks) used to land agent-written kernels responsibly.
10 min · 2,277 words
Reflection releases the weights of Beam, its first open-weight model, a 501B-parameter sparse Mixture-of-Experts with 23B active parameters, on Hugging Face under Apache 2.0, with a model card and safety technical report. The post covers early developer demos, BF16/FP8/NVFP4 builds, the open-source Mirror CLI harness, fine-tuning and RL recipes, and more than 40 launch partners.
6 min · 1,393 words
AI is driving a boom in modestly successful software projects
Sean Goedecke answers the question of where all the AI-built software is by comparing install counts across about twenty marketplaces, plugin registries and modding platforms between 2022-24 and 2025-26. He finds 2x to 20x more new software overall, roughly 2x more modestly successful projects, and no growth in wildly successful ones, then speculates on why.
4 min · 1,008 words
Welcome Beam: a 501B open model you can own, customize, and scale
context window of 1M tokens, and is released under the Apache 2.0 license. Beam is focused on coding and agentic use cases. It is for teams that want a frontier-scale model on their own hardware, infrastructure, or cloud, and want to customize it to their own use cases. Beam ships with its own dedicated open source Rust based harness that delivers the best performance from the model.
18 min · 4,113 words
Daniel Stenberg recounts how curl moved off the GPL in 1998, landed on a MIT/ISC-style license, and why the Open Source Initiative has now formally approved the curl license as its own listed open-source license.
3 min · 603 words
The decomp.dev operators announce they are sunsetting the matching-decompilation progress hub launched in 2024, explain what the site achieved for the community, and outline what comes next for the data and tooling.
4 min · 884 words
Black Forest Labs releases FLUX 3 Image Klein, a 5.6B-parameter open weights model for text-to-image generation, editing and multi-reference generation with up to 10 references, with native 4K output and bounding-box control. It ships base and step-distilled checkpoints plus FP8, INT8 and NVFP4 builds under the FLUX Kommunity License, and is available through the BFL API.
5 min · 1,130 words
This Month in Ladybird — September 2026
Ladybird's September 2026 update covers a week of security hardening with Trail of Bits through Patch the Planet, cutting CPU and memory waste on idle pages, hardware video decoding on macOS with a separate media process, more animation off the main thread, page darkening and auto-updating content-blocking filter lists, image pasting, WPT progress and crash reporting ahead of alpha.
7 min · 1,687 words
A critical essay arguing the Linux kernel is going all-in on AI: dropping Assisted-by tags for LLM-generated patches, what that means for tracing defects and copyright, and the attitude that AI never fails, only the humans using it.
6 min · 1,461 words
Introducing Timestral: Mistral's time-series foundation models
Mistral releases Timestral, its first family of time-series foundation models in four sizes from 5M to 209M parameters. The largest ranks first on GIFT-Eval, TIME and fev-bench, delivers probabilistic multivariate forecasts with past and known-future covariates, runs efficiently on CPU, and ships under a modified MIT licence.
6 min · 1,385 words
Day 0 support for Muse Spark Open on vLLM
The vLLM team explains its day-0 support for Meta's Muse Spark Open, an 816B-total, 42B-active MoE model with 1M context and multimodal inputs: usage, model architecture details, DSpark speculative decoding, NVIDIA, AMD and initial TPU serving, and reinforcement learning support in vLLM.
7 min · 1,561 words
Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta
Hugging Face's guide to Meta's Muse Spark Open, an 816B-parameter (42B active) open-weight multimodal mixture-of-experts model with a 1M-token context: architecture, perception and audio encoders, and how to run it with Transformers, llama.cpp, SGLang, vLLM and MLX, deploy it, fine-tune it with TRL, plus demos.
19 min · 4,307 words
Ryan Dahl announced last week that the Deno team is joining Cloudflare. The Deno runtime winds down over the next year, JSR keeps running on Cloudflare's infrastructure, & the team's new job, per Cloudflare's post, is merging Deno's celld into workerd. The announcement came two years to the day after Deno 2 shipped. Bun joined Anthropic ten months ago. The tempting conclusion is that the alternative-runtime experiment is over & Node has won by default. In reality, the ecosystem has gotten the benefits Deno was pushing, just not from Deno itself.
6 min · 1,305 words
Comparing Chromium Development at Google and Igalia
Sharon Yang compares building Chromium inside Google versus at Igalia: process differences, review culture, release cadence, and what changes when the browser is your product versus one of many engines.
13 min · 2,902 words
The Rust team released 1.99.1, a point release fixing regressions from 1.99.0. The post lists the notable fixes and points users at rustup update as the upgrade path.
1 min · 321 words