Fetching from the wire…
OSS2026-07-28 · source-backed
Triple-stream retrieval (BM25 keyword, vector embeddings, knowledge-graph traversal) fused via Reciprocal Rank Fusion on the iii engine, with SQLite for state and an in-memory vector index, no external database. The economic claim: 170K tokens/year ($10) versus 650K tokens ($500) for the LLM-summarization approach most session-memory tools use. Exposes itself to 30+ agents via MCP or REST including Claude Code, Codex CLI, Copilot CLI, Cursor and OpenClaw. Apache-2.0. (GitHub)
Each link below shares sources, entities, or timing with this story.
Three things happened this month that only make sense together. Agent Plugins 1.0 shipped co-signed by six competitors: AWS, Anysphere, Microsoft, OpenAI, Vercel and Google (GitHub Changelog). It makes skills-plus-MCP bundles portable across clients. OpenAI's August 11 Codex c...
iOfficeAI/OfficeCLI is Apache-2.0 C#/.NET giving agents read/write control over .docx, .xlsx, and .pptx with no Microsoft Office install, no external dependencies, and no .NET runtime at execution time (GitHub). Its differentiator over python-docx-style libraries is a native f...
1. Use claude agents --json to build session dashboards. Claude Code v2.1.145 outputs all live agent sessions as structured JSON with status, model, elapsed time, and parent relationships. Pipe it into a tmux status bar widget or session picker script for switching between bac...
v0.10.0 (~84.8k stars, Apache-2.0) ships no agent of its own and drives whichever CLI you already have, Claude Code, Codex, Cursor, Copilot, OpenClaw, Gemini, Kimi, Qwen, Cline, plus BYOK OpenAI-compatible endpoints, via od mcp install <agent>. It produces single-page HTML pro...
affaan-m/ECC (36.3k forks, MIT) bundles 67 agents, 284 skills, 94 legacy command shims, and "instincts", patterns learned from prior sessions with confidence scores that auto-recall when relevant, plus a .ecc/memory/ markdown vault that's explicitly cross-harness, so context s...
Anthropic invented a file convention. It's now shipping GA inside a competitor's product. Nobody wrote a spec, nobody held a standards meeting, it just happened. On July 29, GitHub made agent skills and MCP server support generally available in Copilot code review for all Pro,...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.