OffNet Newsroom

Daily topic roundup

Trending on GitHub

Thursday, September 17, 2026 · 3 stories, curated & summarized — click any story for the source.

GitHub Trending (daily) githubrepos ⚠ unverified date/source

Anthropic releases open-source knowledge-work plugins for Claude Cowork and Code

Anthropic has published an open-source repository of plugins designed to transform Claude into a role-specific specialist. These plugins bundle connectors, slash commands, and sub-agents to define how Claude accesses data and executes workflows. They are built primarily for Claude Cowork but remain compatible with Claude Code, allowing teams to standardize outputs and enforce consistent operational rules.

  • Plugins define specific tool access and data sources for tailored job functions.
  • Compatible with both Claude Cowork and Claude Code environments.
  • Enables teams to enforce consistent workflows via slash commands and sub-agents.
  • Open source model allows customization for internal company processes.
GitHub Trending (daily) githubrepos ↺ since 09-14 ⚠ unverified date/source

Alibaba Open-Source AI Code Review CLI with Hybrid LLM and Rule Engine

Alibaba released Open Code Review, an open-source CLI tool born from their internal AI assistant. It combines deterministic pipeline checks with LLM agents to provide precise, line-level comments on Git diffs. The tool supports multiple language-specific rulesets for issues like SQL injection and thread safety, and is compatible with OpenAI and Anthropic model endpoints.

  • Hybrid architecture merges static rule checks with LLM reasoning for higher precision.
  • Built-in multi-language ruleset covers NPE, XSS, SQL injection, and thread safety.
  • Works as a CLI tool; simply configure a compatible model endpoint to start.
  • Validated at Alibaba scale, serving tens of thousands of developers for two years.
  • Reads Git diffs directly, integrating into existing developer workflows.
HOW IT WORKSOpen Code Review Pipeline1Read Git diffs directly2Run deterministic static rules3Invoke LLM agent reasoning4Generate line-level comments
GitHub Trending (daily) githubrepos ↺ since 09-16 ⚠ unverified date/source

Ever Gauzy: Open ERP/CRM/HRM Platform with Agentic Runtime

Ever Gauzy is an open-source business management suite integrating ERP, CRM, HRM, and project management capabilities. The platform leverages a React and Next.js frontend stack connected to headless backend APIs. A key new feature is the Ever Works agentic runtime, which automates business research and maintenance tasks autonomously.

  • Consolidates ERP, CRM, HRM, and ATS into a single open-source platform.
  • New Ever Works runtime enables autonomous business operation and maintenance.
  • Frontend uses React/Next.js with Expo for mobile, connecting to headless APIs.
  • Suitable for collaborative, on-demand, and sharing economy business models.
↑