Open Source

DeepSeek open-sources Harness — everything is a plugin

The Stack

DeepSeek open-sources Harness — everything is a plugin

DeepSeek is moving up the stack from models to the software developers actually use, and Uber is scaling robotaxis across Europe. Two open-source and mobility moves to start your Friday. DeepSeek released DeepSeek Harness (dsh), an open-source agent harness under the MIT license in developer preview, built on an architecture where "every capability is a plugin" — from the model adapter and tool registry to the session log and the agent loop itself.

Open Source Radar — August 14: agents get an operating system

The Stack

Open Source Radar — August 14: agents get an operating system

Coding agents still own the trending board, but today's freshest signal is the layer around them: two all-in-one agent workspaces, an NVIDIA router that points closed-agent tools at open models, and the leading open-source RAG engine holding its daily spot. Four projects worth your attention. holaOS (TypeScript, ~6.9k stars) — An all-in-one agent workspace that calls itself "the computer for you and your agent": Claude Code, Codex, or its built-in agent run side by side over the same tools…

Zhipu's GLM-5.3 ships with 'emergent' cyber capabilities

The Frontier

Zhipu's GLM-5.3 ships with 'emergent' cyber capabilities

China's open-weights race just produced its most awkward win: Zhipu's GLM-5.3 landed Thursday with frontier-level coding and a cyber capability its own makers admit outgrew their expectations — and Moonshot AI is racing a closing window toward a Hong Kong listing. Zhipu released GLM-5.3 on Thursday, an open-weights flagship whose every gain comes from post-training — including an "emergent" cyber capability the company says developed faster than it expected.

Xiaohongshu open-sources dots3-note, its IMO perfect-score LLM

The Frontier

Xiaohongshu open-sources dots3-note, its IMO perfect-score LLM

China's AI week keeps delivering: a social-commerce giant just opened the weights of the first model family to ace the International Mathematical Olympiad, and the country's top foundry is cashing in on AI demand like never before. Xiaohongshu's dots lab open-sourced dots3-note preview, the first public release from the dots3 series — the same family as dots-note-3.0, which last month became the first AI system to score an official perfect 42/42 at the International Mathematical Olympiad.

Open Source Radar — August 13: decks, video & a 14MB agent

The Stack

Open Source Radar — August 13: decks, video & a 14MB agent

The coding-agent parade paused and the daily board filled with makers instead: a deck generator that ships real PowerPoint files, a financial-market foundation model, Lightricks' one-model audio-video release, and a tool-calling agent small enough to live on a thermostat. Four projects worth your attention. PPT Master (Python, ~46k stars) — An AI workflow that turns PDFs, documents, or topics into native PowerPoint decks: real slide masters, native shapes with working adjustment handles…

Qwen open-sources Qwen3.8-2.4T-A95B, its first Max-class model

The Frontier

Qwen open-sources Qwen3.8-2.4T-A95B, its first Max-class model

Wednesday's wire: Alibaba opened the weights on its most powerful model ever, Honor put a robotic arm in a phone and sold 400,000 of them before lunch, and Europe's booksellers started refusing suspicious bulk orders. Alibaba's Qwen team open-released Qwen3.8-2.4T-A95B on Wednesday — the first Qwen-Max-class model to ship as open weights, with 2.4 trillion total parameters and 95 billion active in a 512-expert mixture-of-experts architecture.