signalGitHub Trending2026-09-19
TencentCloud/Octop
Octop is an open-source, self-hosted AI assistant built on Python 3.12+ and FastAPI, featuring a multi-user, multi-agent architecture that runs as a single process serving a web dashboard, CLI, and IM channels (Feishu, DingTalk, QQ, Discord, WeCom). It includes 16 MBTI personality templates, RAG-based knowledge bases, browser automation via headless Chromium, remote desktop access, and ACP integration for delegating tasks to OpenCode/Claude Code, with data stored locally under ~/.octop/ (SQLite or PostgreSQL) and support for Docket, COS/S3 backends. Key capabilities include multi-user isolation with JWT, shell command guardrails, PII redaction, and pluggable expert/plugin ecosystems.
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score 9 out of 10. 0-10: how dense the facts are, multiplied by how much you can do with them after reading. 8+ means the topic's evidence bar is met: benchmarks and availability for a new model, amount and investors for a funding round, revenue figures for a solo-money story. Below 5 an item does not enter the digest. A press release scores 3 or less, a reprint loses 2, anything older than 14 days loses 1, a headline that misleads loses 3.
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