Tooling9d ago
Microsoft Research and UC Berkeley open-source TokenEconomizer, a plugin that cuts Claude Code and Codex costs by 18.4–30.9% on SWE-Bench without changing the agent
Microsoft Research, Microsoft Security and UC Berkeley open-sourced TokenEconomizer on GitHub (Apache 2.0, v0.1.0 released October 26), a plugin for Claude Code, Codex, GitHub Copilot CLI and Pi, with experimental opencode support. It learns from earlier sessions in the same repository: micro-skills remember repo facts, tool pruning drops tool definitions that go unused, and a loop guard nudges an agent that is stuck. The paper reports 18.4–30.9% lower mean cost across five agent and model combinations on 277 SWE-Bench tasks (paper figures).
Tooling45d ago
Interceptor: CLI and MCP that drive your signed-in Chrome/Brave/Safari session and macOS apps
@DanKornas highlighted Interceptor (github.com/Hacker-Valley-Media/Interceptor), an agent browser and macOS control stack: one CLI plus extension drives your existing Chrome/Brave/Safari session (cookies, logins, tabs intact), with page actions, passive network capture, record-and-replay, and macOS accessibility/trusted input plus on-device vision/speech. Wires into Claude Code, Codex, Gemini CLI, and Cursor.
Tooling45d ago
MarkuprPlus open-sources desktop/CLI/MCP bug capture: window recording plus on-device Whisper to agent Markdown
@DanKornas highlighted MarkuprPlus (github.com/hashfunction/MarkuprPlus), an MIT desktop app, CLI, and MCP that turns window-locked screen recordings plus on-device Whisper narration into structured Markdown (one annotated screenshot per mark) for Claude Code, Cursor, Codex, and Windsurf. Local-first session folders keep reports, screenshots, video, audio, and metadata together.
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