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Tools2026-09-21 · source-backed
PR #46966, merged September 20, adds LocalAgentMessageBoard: persistent channels, posts, replies and subscriptions scoped by SessionId, with mutations serialized via immediate transactions and retries deduplicated by caller plus request ID. A companion PR exposes nine message_board_tools capped at 8,000 bytes of valid JSON per response, with read limits degraded rather than truncated mid-object. Agent-to-agent coordination as local durable infrastructure instead of an in-memory handoff, with timestamp indexing and pagination merged in the same 48 hours. Qwen Code went the same direction in v0.24.2 with inbound cross-session messages judged for the session they address.
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One number predicts whether your agent finishes the task, and it isn't the benchmark score. Shubhra Mittal's paper (arXiv 2609.01660) analyzed 10,664 trajectories across nine models spanning 1.2B to 671B parameters and found task success follows P(n) = p^n, where p is a single...
Two merged PRs, five hours apart, and together they change what agent tool approval means on macOS. PR #43624, merged at 00:15Z on September 8, implements macOS user verification using P-256 keys in the Secure Enclave, stored in the Data Protection Keychain, with biometric aut...
codenotch is a Swift menu-bar app at 1,011 stars, created September 5, that reads Claude Code's /usage output (falling back to the OAuth token in the login keychain), Cursor's local SQLite session state, Codex's ChatGPT usage endpoint for 5-hour and weekly limits, plus Antigra...
The trick is one line in a file you never read. Manifold Security published eight findings across seven coding agents (Claude Code, Codex, Cursor, Grok Build, Qwen Code, goose, Hermes Agent) that all reduce to the same mechanism. A repository's own .git/config sets core.fsmoni...
A standalone macOS and Windows desktop beta released September 14, moving the open-source agent out of the VS Code extension slot; the releases page shows Desktop v0.0.26 on September 11, v0.0.27 on September 13 and v0.0.28 on September 15, so it's shipping daily (GitHub). It...
xintaofei/codeg is a Rust desktop app, self-hosted server and Docker image pulling transcripts from Claude Code, Codex, OpenCode, Pi and Grok Build into a shared multi-agent workspace, speaking both ACP and ADE. It's at 3,125 stars with 223 open issues, created February 9, pus...
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