spandrift
PulseGate's liveness check found it on 3 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 3 Sep 2026. How this is checked
Spandrift is an MIT-licensed Python package for local-first trace analysis and diagnostics of multi-agent LLM systems. It helps developers inspect observability data from systems using tools such as LangChain, LangGraph, smolagents, and OpenTelemetry.
Inferred · not functionally tested
Overview
6 featuresPurpose: Diagnosing and analyzing traces from multi-agent LLM systems without sending data to a hosted service.
Inferred · not functionally tested
Audience: AI engineers and developers building multi-agent LLM systems
Inferred · not functionally tested
Functions: analytics, monitoring
Inferred · not functionally tested
Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
In the LLM & agent tracing space, spandrift takes a focused approach. Inferred · not functionally tested: It focuses on diagnosing and analyzing traces from multi-agent LLM systems without sending data to a hosted service. Inferred · not functionally tested: spandrift is an open-source project aimed at AI engineers and developers building multi-agent LLM systems. Basis unknown · not verified: spandrift is open source under the MIT license. Basis unknown · not verified: It ships for the command line, and it can be self-hosted.
It is developed by arv20, and it first shipped in 2026. Development happens publicly on GitHub with 21 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include trace analysis, diagnostic engine, and multi-agent tracing.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Trace analysis
- Diagnostic engine
- Multi-agent tracing
- Local-first processing
- OpenTelemetry support
- LangChain support
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about spandrift
- What is spandrift?
- Inferred · not functionally tested: Spandrift focuses on diagnosing and analyzing traces from multi-agent LLM systems without sending data to a hosted service. It is catalogued under LLM & agent tracing on PulseGate.
- Who is spandrift for?
- Inferred · not functionally tested: spandrift is an open-source project built for AI engineers and developers building multi-agent LLM systems.
- Is spandrift free?
- Basis unknown · not verified: Yes — spandrift is open source under the MIT license and free to use.
- What platforms does spandrift run on?
- Basis unknown · not verified: spandrift runs on the command line. It can also be self-hosted.
- Is spandrift still active?
- PulseGate's liveness check found it on 3 Oct 2026. Its GitHub repository shows 21 commits in the last 90 days.
- Who makes spandrift?
- spandrift is developed by arv20.
- How long has spandrift been around?
- spandrift first shipped in 2026.
- Is spandrift open source?
- Basis unknown · not verified: Yes — spandrift is open source under the MIT license, developed on GitHub.
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