Search “GitHub”

English translation is being prepared.

English translation is being prepared.

English translation is being prepared.

Hands-on Test of the Top 10 DeepSeek Harness Plugins: A Configuration Guide for Building a Personal AI Workbench

More than half a month after DeepSeek Harness was released, a large number of plugins have emerged in the community. This article hands-on tests the top 10 most popular plugins and provides installation commands. The list covers the ecosystem entry point dsh-market, the visual enhancement modlens (3.7k GitHub stars), multi-source search, long-term memory, cost monitoring, and more; dsh-web-all has the most stars at 6.4k. The author recommends that beginners first install the marketplace and visual plugins, then add interface and scenario-based tools as needed, to avoid dependency conflicts caused by installing everything at once.

Explicit markers of LLM use found in LibreOffice project code

An analysis of code submitted to LibreOffice this year shows at least three explicit mentions of LLM use, with community developers saying they used tools such as Claude or GitHub Copilot. The Document Foundation previously stated that LibreOffice would not build in AI features and that core developers do not use LLMs to assist with programming, but in response it said it does require contributors to disclose when they use LLMs, and that overall it does not encourage LLM use.

Modem Launches X Integration: Turning User Tweets into Trackable Feature Requests

Modem has launched an X integration that can search X for posts about its own product, filter out spam and jokes, categorize them by topic, and push them to the #bots-social channel in Slack. Over the past 30 days, Modem read 30,000 X posts and distilled hundreds of actionable bug reports and feature requests. Feedback on the same request from X, Slack, tickets, and sales calls is merged into a single feature request, linked to a Linear issue and a GitHub PR, and once the fix ships, it lists who to notify and where to reply. The integration is included in paid subscriptions and can be enabled under Settings → Integrations → X.

Serro Launches Agentic TPM to Keep Coding Agents in Sync with Decision Changes

Serro has released "Agentic TPM," which keeps coding agents in sync when the decisions they rely on change. It connects to Slack, Linear, GitHub, Jira, Zoom, Notion, email, and code repositories, maintains a versioned record of each project's decisions, owners, risks, and history, and treats agent failures as coordination problems.

Ethan Mollick used Opus to turn JIRA tickets into a horror game

Ethan Mollick said he had Opus build a game: it converts JIRA tickets from any real project into dramatized audio logs, serving as the plot of a 2000s-style horror game set in a mysterious abandoned space station. The post includes a playable demo and a GitHub link.

YC and Olam Labs run a civilization experiment with 50 GPT-6.1 Sol agents in Minecraft

YC Labs, in collaboration with Olam Labs, conducted multi-agent experiments in Minecraft and Mindustry, and open-sourced a self-built Minecraft agent harness (github.com/yc-software/minecraft-agent-harness). In the Civ50 experiment, 50 GPT-6.1 Sol agents ran for 3 hours in a survival world with the goal of building a prosperous civilization, sending a total of about 5,900 messages and spontaneously forming a hierarchy based on directory order, a rationing ledger, and written rules; 22 of the 34 deaths on the first night occurred, after which the agents clearly tended toward risk avoidance. The experiment also recorded collaboration details such as fishing division of labor and a food rationing ledger.

Pico CSS Announces End of Maintenance, Repository Archived

The author of Pico CSS has announced that the project is no longer maintained; the GitHub repository was archived as read-only on October 4, 2026, and will no longer accept new issues, PRs, or release new versions. The author says AI can now generate lightweight, standalone, and accessible HTML on demand, diminishing the significance of minimal CSS frameworks; keeping up with the times would require switching to modern CSS and rewriting, which would be a different project. npm, the jsDelivr CDN, and picocss.com will remain online long-term, and the project remains under the MIT license and can be freely forked, but the name and logo are not covered by the MIT license.

Three model names including deepseek-v5 have appeared in DeepSeek Harness test files. Is V5 coming?

Three undisclosed model names—deepseek-v5, deepseek-v5-open, and deepseek-v5-next—have appeared in the test code of the official DeepSeek Harness GitHub repository, corresponding to three release paths: unrecognized by the current client, usable directly with any version, and requiring a DSH upgrade to use. Among them, deepseek-v5-next requires a minimum version of 99.0.0-alpha.1, while the publicly available DSH version remains at 0.2.x. These entries were uploaded on September 24, 2026, by DSH core contributor Jiang Yichen.

Tripo AI Releases Real-Time Generative Renderer EdenLive and Open-Sources It

Tripo AI has launched EdenLive, a real-time generative renderer dedicated to interactive scenes, as part of its interactive environment world model Project Eden, and it is now open-sourced to developers. EdenLive decouples scene evolution logic from visual rendering; rendering can be started with just a 2D/3D scene or reference video, a target first frame, and text instructions, and it supports both 480p and 720p resolutions; the 5-billion-parameter version can achieve real-time generation at over 24 frames per second at 720p on a single consumer-grade RTX 5090. The open-source release includes the 5-billion and 14-billion parameter model weights, real-time video generation code, the EdenGolem v0.1 skill for converting text into simple games, and a complete prompt-to-game front-end toolchain; the code is released on GitHub under the Apache 2.0 license, and the weights are available on Hugging Face.

Microsoft Opens Copilot Agent Harness Public Preview via Foundry

Microsoft has opened the GitHub Copilot agent harness public preview through the Foundry Agent Service in Microsoft Foundry, offering built-in sandboxes, reusable skills, MCP integration, and sub-agent support; the same harness already supports Copilot Code, Copilot Studio, GitHub Copilot, CLI, and VS Code. When creating a prompt agent, this harness must be selected and cannot be changed afterward; CPU, memory, and idle duration are controlled by Microsoft, and bring-your-own-model is not supported. The service is free until December 1, 2026, after which it is billed at $0.0994 per vCPU hour and $0.0118 per GiB hour, with model inference and some tools billed separately.

Axiom Open-Source Repository: Dozens of AI Agents Generate About 43 Million Lines of Lean Code in 24 Days

Axiom has released an open-source GitHub repository in which dozens of AI agents converted the 15,000-page classification of finite simple groups proof into about 43 million lines of code within 24 days. The code is written in Lean and allows the proof to be verified step by step; the entire result is validated by running the code rather than by rereading hundreds of papers. Axiom's chart tracks the scale of AI-written Lean projects since mid-2025, and by its estimate the scale doubles roughly every 37 days.

Entire Launches a New Generation of Git Hosting for Human-AI Collaborative Coding

Entire, founded by the former GitHub CEO, has launched a new generation of Git hosting that reworks code hosting, review, CI, and Agent session memory around human-AI collaboration. It uses Trail to replace the diff-centric PR timeline; each push is scored by a review Agent in a cloud sandbox and tracks unresolved issues, calling Claude Code, Codex, and others under the hood, with sandboxes provided by Daytona and E2B. Its self-developed Git service offers its own open-source benchmark, claiming pushes are up to about 89 times faster than GitHub, and it has integrated Buildkite and Depot as CI.

Unsloth Lets Local LLMs Autonomously Control the Browser to Complete Tasks

Unsloth announced that local LLMs can now take over the browser and autonomously complete tasks; Qwen3.8-27B completed operations such as playing chess and drawing without human intervention. The tweet also provides links to the GitHub repository and a companion guide.

The author built an "EQ plugin" with Claude Opus 5.5 and used UUMit to turn a local service into a team link

The author used Cursor together with Claude Opus 5.5 to build a zero-dependency local web tool called "EQ plugin," which rewrites emotionally charged drafts according to the four elements of Nonviolent Communication, and includes seven types of communication targets and three tone levels: gentle, firm, and direct. The tool runs on the local machine at 127.0.0.1:8787, and the UUMit client generates a fixed HTTPS link to distribute to colleagues, with no need to buy a server or file for registration, and permissions can be granted and revoked per person. The article also provides an 800-character limit per input, default rate limits of 10 times per minute and 200 times per day, as well as the source code and System Prompt for two GitHub repositories.

AI Daily Brief: Gemini 4 Carbon Tops AA Index with 59 Points

Gemini 4 Carbon topped the AA Intelligence Index with 59 points and is being made available first to cybersecurity defenders. GitHub launched Copilot Fusion, costing about half as much as Claude Code with comparable performance; Alphabet's Q3 revenue reached $127.6 billion, up 25% year over year, with Gemini users reaching 1 billion. An unannounced GPT Image 2.6 appeared in OpenAI's API documentation, supporting marker-guided editing.

iX Workshop: Program efficiently and boost your coding speed with AI assistants

heise online's iX workshop "Programming More Efficiently with AI Assistants" uses GitHub Copilot as an example to guide developers through practicing prompt techniques, Spec-Driven Development and Agentic Coding, and to distinguish Vibe Coding. The course also introduces the architecture, features and pricing of Cursor, Claude Code, OpenAI Codex and Kilocode, and explains how MCP and RAG connect to external tools and your own data. The workshop takes place online on December 15–16, 2026, and is led by Rainer Stropek.

Entire Launches Free Private Repository Hosting, Adds AI Review and Cross-Session Memory

On October 26, 2026, Entire added free direct private repository hosting to its human-AI collaborative development platform, allowing users to use it without keeping the original repository on GitHub. The platform also offers agent-based code review and a Continuous Memory feature that lets AI agents in new sessions refer to policies established in previous sessions; hosting is free, and billing is based only on the amount of AI model usage by agents. The accompanying EntireDB stores complete copies of repositories by region to distribute read load, and is planned to be open-sourced within a few months.