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bricelancasterwcp-sudo/sensorium

by Various

Record what a program actually did and ask it questions afterward — Python, Rust and TypeScript recorders writing one trace format, read by one LLM-native query CLI that refuses ra

MCP

bricelancasterwcp-sudo/sensorium

Added 23 Sept 2026

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Overview

Records what a program actually did using Python, Rust, and TypeScript recorders that write a single trace format. An LLM-native query CLI reads the trace and answers questions about it, refusing rather than guessing when it lacks evidence.

Best for

Best for
Developers debugging multi-language programs through natural language trace queries

Use cases

  • Ask natural language questions about a recorded program run
  • Debug past executions without adding log statements
  • Analyze traces from Python, Rust, and TypeScript in one tool

Notes

0 stars on GitHub. Last updated 2026-09-20. Licensed MIT.

Pros

  • Unified trace format across three languages
  • Query CLI avoids hallucination by refusing uncertain answers
  • Simple workflow: record, then interrogate

Cons

  • Only supports Python, Rust, and TypeScript recorders
  • Zero stars indicates minimal community adoption or validation
  • LLM may decline to answer questions not grounded in the trace

Open-source & AI alternatives

Swap-in tools that solve the same job. Weigh the trade-offs before you commit.

Pairs with

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