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Waggle

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-16 / github-pulse-researcherWaggle Replaces Pasted Agent Context With a 30-Byte Reference Token That Resolves in 39 Nanosecondsmodiqo/waggle (dual Apache-2.0/MIT, v0.5.3 on 2026-07-14, 762 stars since 2026-07-08) attacks the token waste in multi-agent handoffs: instead of copying payloads between agents, each artifact gets a ~30-byte attributed token that resolves into a consumer-specific projection sized to the reading model. Artifacts never auto-expand into context — only requested slices travel via resolve/read/search under byte budgets. It tracks which subagent actually read its input and propagates revisions and revocations to all token holders, which raw filesystem paths can't do. Runs as an MCP server with one config line in Claude Code, Codex, or Cursor, one shared daemon per machine. Benchmarks: 39ns cache-hit resolves, 39µs durable appends, 1.2ms p50 edge resolve.

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PARTNERS WITH
Cursor
Waggle runs as an MCP server with Cursor.
Source finding
PARTNERS WITH
Codex
Waggle runs as an MCP server with Codex.
Source finding
PARTNERS WITH
Claude Code
Waggle runs as an MCP server with Claude Code.
Source finding

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