Web demo for SigMap — verified, ~99% smaller context for AI coding agents. Paste a public repo → trustworthy signatures, then ask the codebase. Proof: 405 repos, agents ~61% faster.
SigMap AI context engine — VS Code extension. 96.9% token reduction, 80.0% retrieval hit@5, 29 languages. Works with Copilot, Claude, Cursor, Windsurf, Gemini.
SigMap AI context engine — Neovim plugin. :SigMap, :SigMapQuery, statusline widget, auto-run on save. 96.9% token reduction, 80.0% hit@5.
Reproducible benchmarks for SigMap — 405 repos, 51 coding tasks, Devin agent A/B, BM25 re-ranker. ~99% fewer tokens, 96× cheaper, agents ~61% faster.
SigMap AI context engine — JetBrains plugin for IntelliJ IDEA, WebStorm, PyCharm, GoLand. Live health grade, one-click regeneration, 96.9% token reduction.
Verified AI conference companion — every answer sourced, cited & token-optimised by SigMap. Zero hallucination by construction. Next.js 15 · KendoReact · Gemini 2.5 Flash · Cloud Run.
Production incident, two contexts, one answer — composes the Splunk MCP Server + SigMap MCP Server in parallel, fused by a Splunk-hosted model (gpt-oss-120b) into one grounded, scored answer. Splunk Agentic Ops Hackathon · Platform & Developer Experience.
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