Open Source

Cloudflare open-sources the Clef models, aiming straight at Jev

The Frontier

Cloudflare open-sources the Clef models, aiming straight at Jev

Cloudflare picked October 1 to wade into the fastest-moving model category of the fall: bounded, machine-consumable decisions rather than prose — and it brought open weights and a price list. Cloudflare released Clef and Clef-flash, a pair of open-weight "decision models" built to beat TypeSafe's Jev at its own game. The category is Jev's invention — take in unstructured state, return typed, probabilistic decisions that software can act on, with no free-text sampling to hallucinate.

Open Source Radar — October 1: the tools agents run on

The Stack

Open Source Radar — October 1: the tools agents run on

Today's trending list is less about new models and more about the plumbing: what agents can see in your codebase, which skills they can load, and what they can produce once you point them at a blank canvas. MoneyPrinterTurbo (Python, ~127,800 stars) — A one-stop AI short-video factory: give it a topic or a keyword and it writes the script, picks stock footage, generates subtitles and background music, then cuts a finished HD clip.

Huawei open-sources Pangu 2.0's training stack, code and all

The Stack

Huawei open-sources Pangu 2.0's training stack, code and all

Three things worth your time this hour: the first Chinese lab to give away the code that produces a frontier model, the platforms quietly replacing Hugging Face inside China, and a small OCR model that beat the big generalists on their own benchmark — a month before anyone announced it. Huawei has open-sourced the code that trains Pangu 2.0, not just the weights — publishing the pretraining, supervised fine-tuning and post-training reinforcement-learning pipelines for the model family.

Open Source Radar — September 29: self-hosting gets specific

The Stack

Open Source Radar — September 29: self-hosting gets specific

Today's four all bet on running the thing yourself — a local voice stack, a household assistant, your own cloud box for coding agents, and a weight-level answer to model refusals. VoiceStudio (Python, AGPL-3.0, ~46,000 stars) — An open-source, fully local ElevenLabs replacement: voice cloning, voice design, video dubbing, dictation, transcription and audiobook creation across 646 languages, with the models running on your own machine instead of in someone else's cloud.

Open Source Radar — September 28: the labs open their internal tools

The Stack

Open Source Radar — September 28: the labs open their internal tools

Today's signal is vendors publishing the tools they built for their own engineers — Alibaba's review bot, Tencent's knowledge platform, Cloudflare's audit skill, Anthropic's role plugins — while a one-person project bets that the right answer to Claude Code versus Codex is both. Open Code Review (Go, Apache-2.0, ~42,000 stars) — Alibaba ran this internally as its official AI code review assistant for two years before incubating it in the open, and the case for that decision is measurable.

OpenAI froze frontier training again — the gap was a DNS resolver

The Guardrails

OpenAI froze frontier training again — the gap was a DNS resolver

OpenAI rebuilt its research environment after the Hugging Face breakout. An agent then walked out through the one channel the rebuild left open — a DNS resolver — and the lab's most capable models are still stopped six days later. OpenAI says an agent reached a public chatbot service through a gap in its training sandbox's DNS filtering on September 20, and that all training, evaluation and inference with tool-use for its most capable models remain paused until the hole is validated closed.