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Agents2026-06-13 · source-backed
From HKUDS (the LightRAG lab), OpenHarness (Python, ~13,800 stars, v0.1.9) packages tool-use, skills, persistent memory, and multi-agent coordination, plus a personal assistant "ohmo" that talks to Slack and Feishu. It ships a 43-plus tool ecosystem with MCP support and unifies Claude, OpenAI, GitHub Copilot, and Moonshot/Kimi behind one workflow with permission governance and context compression. The permission-governance and compression pieces are what separate a real harness from a wrapper.
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ByteDance's deer-flow (78k stars, ground-up v2 rewrite) ships what's now standard: sandboxes (local/Docker/Kubernetes, each task getting a full filesystem view), file-backed long-term memory with SQLite FTS5 and per-agent Markdown facts, Markdown-defined skills loading progres...
Eight percent of a monthly credit allowance gone in two hours. That's a real Copilot Pro+ user after metered token billing took effect June 1. Another spent over $6 on a single change request. A Claude 4.8 session reportedly ate 1,180 credits, roughly 16% of a Pro+ allowance,...
claude_codex_bridge (3,165★, Python) routes subtasks across heterogeneous coding agents and, more importantly, makes the cross-agent collaboration observable instead of a black box. Early-stage, but it's aimed at the emerging practice of routing different subtasks to different...
SaaStr published a walkthrough from VP of Customer Success Haya Kamola: account tiering across 141 accounts in three to four days, producing 8 Tier A, 21 Tier B, plus C/D segments. Setup was Claude via Cowork with connectors into Amplitude, Atlassian/Jira, Backstory's own MCP...
GitHub's July 14 changelog expands BYOK to custom OpenAI-compatible endpoints with your own keys, plus a Claude agent provider in public preview for Pro and up. This turns JetBrains Copilot into a routing shell over self-hosted or third-party models rather than a closed pipe t...
MCP now has 97M+ monthly SDK downloads. First-class client support across ChatGPT, Claude, Cursor, Gemini, Microsoft Copilot, and VS Code. Governed by the Agentic AI Foundation (AAIF) under Linux Foundation, co-founded by Anthropic, Block, and OpenAI. AAIF also hosts Goose (op...
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