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Headlines · 52
- Open-source Android app Buddy lets Codex control your phone
Developer /u/3amae404 posted on r/OpenAI about Buddy, an Apache 2.0 open-source Android app that runs as a floating chat bubble: the user gives an instruction and Codex reads the screen and taps and types inside apps. According to the developer, Codex CLI runs in a small Linux environment inside the app without root or Termux, and the phone is exposed as MCP tools through Android's accessibility service; it signs in with the user's ChatGPT plan, and Claude Code and OpenCode also work. Anything that sends, posts or buys first shows an approval card, with the OK covering only that exact message, and unapproved notification replies wait in a list instead of going out.
r/OpenAI · 🔥 0 - MiniMax's finished M3.1 Flash goes live on OpenCode, revealed as anonymous 'Space Bunny'
MiniMax said the finished version of M3.1 Flash is now live on OpenCode and free there for three days, and confirmed that the anonymous model developers had been using under the name "Space Bunny" was M3.1 Flash. The company said that early build spent 12 consecutive days at No. 1 on OpenCode and served 106T tokens, claims that have not been independently verified.
MiniMax_AI (X) · 🔥 0 - Google Research open-sources Harness², an agent harness that rewrites itself
Google Research has open-sourced Harness² (Recursive Agent Harnessing for an Open World) on GitHub under Apache 2.0, a framework that lets agents recursively rewrite their own harness — prompts, memory, tools, skills, subagents and other components — without changing model weights. Task-level recursion runs a Propose–Probe–Compose loop that keeps only edits supported by observed execution behavior and requires no ground truth, while a harnessing-level reflector saves adopted edits and lessons into an experience library for later tasks. The release supports OpenCode and Codex executors (OpenCode by default), and Google Research says it remains a research project rather than an officially supported product; Google's own benchmarks report one-step gains of up to 11.5 points on WorkBuddy-Bench, 4.5 on JobBench and 11.8 percentage points on LAB with GLM-5 and Gemini 3.5 Flash. DoNews noted that default network access is unrestricted and the Codex executor disables the sandbox, so formal evaluation needs network restrictions.
InfoQ 中文 AI&大模型 · 🔥 0 - ai-memory: open-source long-term memory across AI coding agents
The akitaonrails/ai-memory project, trending on GitHub, describes itself as a long-term memory solution for AI coding agent CLIs that carries context between agents from different vendors. Its README says a user can quit Claude Code mid-task, start OpenAI Codex in the same directory and continue without re-explaining the architecture, failed approaches or open questions. It claims more than twenty harnesses feed one shared memory — including Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Grok, Devin, Kimi and Kiro — with memory stored as a git-backed wiki of plain Markdown files on a self-run server, plus multi-user auth and an audit log. These are the project's own claims and have not been independently evaluated.
GitHub Trending（每日） · 🔥 0 - OpenCode Console breach exposes API keys for 1.4% of users
OpenCode said attackers broke into an older system behind its OpenCode Console online service, potentially exposing third-party AI API keys stored in some workspaces and affecting about 1.4% of Console users, who were notified by email. The company described the incident as a large-scale distillation attack, a characterization some researchers and developers have questioned, and said it is working with OpenAI, Anthropic and Google; Anthropic and Google blocked suspected leaked keys, while OpenAI said it would help restore access and refund charges. Co-founder Dax Raad said attackers kept trying for about 48 hours and that AI models the team used for analysis began refusing requests when malicious code triggered safety filters, until OpenCode gained access to OpenAI's Daybreak Blue program; users reported unauthorized API charges from hundreds to about 1,700 dollars.
testingcatalog (X) · 🔥 0 - Volcano Engine's OpenViking pitches a filesystem for agent memory
Volcano Engine has open-sourced OpenViking, a context database for AI agents that organizes knowledge, memories and skills into one virtual filesystem under the viking:// scheme, navigable with file-like operations such as ls, tree, read, write and grep. Each directory carries generated summaries in three tiers — an L0 one-sentence abstract, an L1 overview and L2 full content — so agents can judge relevance before loading details, and committing a session archives the conversation and extracts memories as editable Markdown. The project says version 0.3.22 was evaluated on LoCoMo long-conversation user memory and tau2-bench multi-turn agent tasks, and it ships a no-install browser Studio plus memory plugin installers for Claude Code, Codex, Cursor, TRAE and OpenCode.
GitHub Trending · Python · 🔥 0 - Inside Uber's AI developer infrastructure: Model Gateway, AIFX and agents
The Pragmatic Engineer published an interview episode in which Uber Distinguished Engineer Uday Kiran Medisetty described the company's agent-oriented developer tooling. Uber built a Model Gateway in 2023 with the rule that everything built with AI must be model- and harness-agnostic, letting it switch between Anthropic, OpenAI and other vendor models as well as open models it runs; the gateway now also carries AI Guard, a security-team middleware, per-user spend tracking and audit logs. AIFX is a wrapper over harnesses including Claude Code, Codex and OpenCode that moves an engineer's settings, skills and plugins when they switch. The episode also covers code review, where AI review runs first and changes arrive with screenshots and risk scores, a tiered AI spend model with a CostCheck plugin and roughly 50% lower token costs in recent months, and an internal "code red" declared for CI after jobs more than doubled in 12 months. Medisetty said the tooling looked like a one-year build but rests on a decade of investment such as DevPods, created in 2017 and powering Minion, built in 2025.
The Pragmatic Engineer · 🔥 0 - Vercel Labs' skills CLI installs agent skills across dozens of coding agents
The vercel-labs/skills project appeared on GitHub Trending as a command-line tool for what it calls the open agent skills ecosystem, invoked via npx skills. Its documentation says npx skills add can install skills from GitHub shorthand, full GitHub, GitLab or Azure Repos URLs, any git URL or a local path, while npx skills use generates a prompt without installing and can optionally launch a supported coding agent interactively with --agent. The listed targets include OpenCode, Claude Code, Codex and Cursor, and the project claims support for "75 more" agents, a count that comes from the project itself and was not independently verified. The docs also note anonymous usage telemetry that can be disabled with DISABLE_TELEMETRY or DO_NOT_TRACK, and the project is released under the MIT license.
GitHub Trending（每日） · 🔥 0 - OrcaTerm update adds Tmux session persistence and free AI tokens
Open-source China (开源中国) reports that OrcaTerm has been updated again, this time adding a Tmux session-persistence feature. The report describes splitting tmux into two panes inside OrcaTerm's local terminal, with OpenCode writing features on the left and Claude Code writing tests on the right, each working in separate directories so they do not edit the same file. It says the terminal can be closed while both agents are still processing, though the source text is truncated at that point regarding what happens on reopening; the report also states that OrcaTerm's current AI features offer free, unrestricted token usage and suggests users with daily coding and troubleshooting needs try it.
开源中国 · 🔥 0 - OpenCode 2.0 released with persistent background service
OpenCode 2.0, an open-source AI coding agent, has been officially released and is described by its vendor as a "major overhaul." OSChina reports that the new version lets models write scripts to schedule tools and turns the client/server model — previously used mainly by heavy users — into a persistent background service. The vendor also says the release draws on experience from millions of daily active users and aims to deliver a system that "scales to everything an agent needs"; those claims come from OpenCode itself.
Product Hunt · 🔥 0 - NVIDIA Dynamo adds session-aware routing and KV cache for agentic inference
A PyTorch blog post details how NVIDIA Dynamo turns request-level serving into program-aware serving using one session-level identifier, with child sessions carrying a parent_session_id. Dynamo recognizes the session headers that Claude Code, Codex and OpenCode already emit, while other harnesses opt in via X-Dynamo-Session-ID, and plugins exist for Hermes and OpenClaw. The post also covers session-aware routing and admission control (porting a scheduler from the ThunderAgent paper), a shared KV cache indexer, the Session-Prefix Indexer and proposed KvHint interface, plus DYN_REQUEST_TRACE=1 trace capture with AISimulate offline replay and AIPerf live benchmarking.
PyTorch Blog · 🔥 0 - Step 5 Preview free for a week on OpenCode, Cline, Kilo and Nous Portal
StepFun said its flagship model Step 5 Preview is free for one week in OpenCode, Cline, Kilo and Nous Research's Nous Portal for agentic and professional work. Material relayed by StepFun describes the model as a 600B-total, 27B-active MoE with a 1M-token context window and vision, and the OpenCode post also lists zero data retention. Nous Research is quoted as saying Step 5 Preview scored 33.89 on the Hermes Index, matching GPT-6 Luna, while Cline says it scores ahead of Kimi K3 and GLM-5.3 on DeepSWE; these benchmark comparisons are partner or vendor claims that have not been independently verified.
阶跃星辰 StepFun · 🔥 0 - Uber open-sources ADR agentic AI detection and response system
Uber has open-sourced ADR (Agentic AI Detection and Response), an enterprise security system for AI agents that is deployed in production at the company. The repository includes ADR Discovery, ADR Sensor, ADR-Bench and ADR Detector, which inventory AI apps, CLI agents, IDE extensions, local model runtimes and MCP servers on endpoints, and capture agent intent, tool use and execution traces from 7+ coding tools including Claude Code, Cursor, Codex, GitHub Copilot CLI, DeepSeek Harness, opencode, Claude Desktop and Gemini CLI. The project says ADR-Bench spans 304 tasks and 134 MCP servers across all 17 agent attack techniques; the ADR Prevention component and the ADR Explorer engine are not part of the open-source release, and an accompanying paper was accepted to MLSys 2026.
GitHub Trending · Python · 🔥 0 - cmux: open-source macOS terminal with notifications for AI coding agents
manaflow-ai's cmux is an open-source, GPL-licensed macOS terminal that renders via Ghostty's libghostty and is built natively in Swift/AppKit rather than Electron. Its sidebar provides vertical tabs showing git branch, linked PR status and number, working directory, listening ports and latest notification text, and it hooks into agents such as Claude Code and OpenCode through OSC 9/99/777 sequences and a cmux notify CLI, giving a waiting agent a blue pane ring and a lit-up tab. It also adds a scriptable in-app browser ported from agent-browser, workspaces with horizontal and vertical splits, a CLI and socket API for automation, and resume integrations for Claude Code, Codex, Gemini, Cursor CLI and others; it installs via DMG or Homebrew, with separate nightly builds.
GitHub Trending（每日） · 🔥 0 - Addy Osmani open-sources agent-skills, a 25-skill pack for AI coding agents
Developer Addy Osmani has published agent-skills on GitHub, an open-source pack that encodes senior-engineering workflows, quality gates and best practices as 25 skills (24 lifecycle skills plus a meta-skill) mapped to six phases: DEFINE, PLAN, BUILD, VERIFY, REVIEW and SHIP, with nine slash commands such as /spec, /plan, /build, /test, /review and /ship. The repo says the pack installs via the npx skills CLI into 70+ agents including Claude Code, Cursor, Codex and GitHub Copilot, with native plugin and local install paths; its README also notes that installing a single skill skips the repo-level references/ checklists, a portability gap tracked in issue #361.
GitHub Trending（每日） · 🔥 0 - AI's simmering question: where is all the automation?
A The Information column frames the industry debate over why automation has not arrived even as OpenAI said its unreleased model solved or made major progress on hundreds of significant math and computer science problems. Cognition founder Scott Wu argued that ever-more-capable agents plus more data centers, memory and sandboxes will yield "virtual employees," while ex-OpenAI researcher Diogo Almeida, now at TypeSafe AI, maker of Jev, said today's LLMs are optimized for assistance and fail at unattended automation. Anthropic's Claude Code product lead Cat Wu conceded much automation stalls at a semi-automated stage where Claude does 80% and a human does 20%.
The Information · 🔥 0 - Omnigent open-source meta-harness orchestrates Claude Code, Codex and other agents
Omnigent is an open-source AI agent framework and "meta-harness" that, per its project documentation, mixes Claude Code, Codex, Cursor, OpenCode, Hermes, Pi and user-defined YAML agents in the same session, with sessions that follow you between terminal, browser, phone and a macOS desktop app. The README also claims support for first-party API keys or Claude/ChatGPT subscriptions, cloud sandboxes such as Modal, Daytona, E2B and Kubernetes, and policies that pause for approval, cap spend or limit tool access, plus session sharing for teammates. The repository is currently listed on GitHub Trending for Python.
GitHub Trending · Python · 🔥 0 - Agency Agents ships a native desktop app for its agent roster
Agency Agents is a growing collection of AI agent personas that started from a Reddit thread and months of iteration, spanning engineering categories such as frontend, backend, DevOps, security and data, with each agent given its own identity, workflows and deliverables. The project now offers a native macOS, Linux and Windows app that browses the full roster and installs agents into Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Qwen and Osaurus in one click, alongside script-based installs and auto-updates. The repo describes the agents as "production-ready," a claim that comes from the project itself rather than independent testing.
GitHub Trending（每日） · 🔥 0 - Diagram Design 2.5.10 adds ten more diagram layout grammars
Diagram Design is a diagramming skill/plugin for agent hosts including Claude Code, Codex, GitHub Copilot, Factory Droid and Pi. It emits self-contained HTML + SVG with no build step, JavaScript or external image dependencies, and each visual type ships in minimal-light, minimal-dark and full-editorial variants. Creator Cathryn Lavery (LittleMight) added ten layout grammars in v2.5.10: Sankey, fishbone, Wardley map, kanban, user journey, deployment, dependency graph, UML class, story map and database schema. The skill can also read a website to match brand colors and redraw draw.io, Mermaid or Excalidraw sources at a chosen format, size and detail level; official builds come only from the repository.
GitHub Trending（每日） · 🔥 0 - claude-mem: cross-session persistent memory plugin for coding agents
claude-mem is an open-source persistent memory plugin that captures an agent's tool-use observations during sessions, compresses them into semantic summaries with AI, and injects relevant context into later sessions; it advertises support for Claude Code, OpenClaw, Codex, Gemini, Copilot, OpenCode and more. It installs with a single npx command, stores data in a local SQLite database with Chroma-based hybrid semantic and keyword search, and lets users bring their own OpenRouter or Gemini key, fall back to an Anthropic plan, or subscribe to its hosted memory service (the project claims a 30-day free trial). The repository appeared on GitHub Trending; the usage-gain and trial claims come from the project's own README and are not independently verified.
GitHub Trending（每日） · 🔥 0 - Termexo v0.10.11 released, drives five coding agents over MCP
Termexo v0.10.11 is out. According to its maintainer, Termexo is an MIT-licensed workbench for Windows x64 that uses local MCP to operate the terminals of five coding agents: Claude Code, Codex, OpenCode, Grok Build and Antigravity CLI. This version refines connection onboarding and status reporting. The details come from a maintainer-submitted post, and the accompanying image is a concept illustration rather than a screenshot.
开源中国 · 🔥 0 - Termexo v0.10.10 adds 19 local MCP tools and agent auto-connect
MIT-licensed Windows AI coding workspace Termexo released v0.10.10, exposing its terminal, tasks, and some settings as 19 local MCP tools. These connections are automatically added to newly launched Claude Code, Codex, OpenCode, Grok Build, and Antigravity terminals in Termexo.
开源中国 · 🔥 0
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