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agent-detective

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on PyPI and has been in the index since 27 Jul 2026. How this is checked

agent-detective reads OpenTelemetry (OTEL) traces from multi-agent runs and performs blame analysis to identify where quality issues originated. It helps developers debug and improve reliability in complex LLM-powered agent systems by naming the specific component or step responsible for failures. Part of a suite including blame-engine and detective-ci.

Inferred · not functionally tested

Open SourceBUSL-1.1CLI
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Overview

3 features

Purpose: Pinpointing the exact point where quality broke down in multi-agent LLM runs.

Inferred · not functionally tested

Audience: developers

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: BUSL-1.1 · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

agent-detective is an Agent monitoring & governance project. Inferred · not functionally tested: It focuses on pinpointing the exact point where quality broke down in multi-agent LLM runs. Inferred · not functionally tested: agent-detective is an open-source project aimed at developers. Basis unknown · not verified: The project is open source (BUSL-1.1). Basis unknown · not verified: agent-detective is available on the command line.

agent-detective first shipped in 2026. Inferred · not functionally tested: Among its 3 catalogued features are OTEL Trace Analysis, Blame Attribution, and Quality Breakdown. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • OTEL Trace Analysis
  • Blame Attribution
  • Quality Breakdown

Topics: Inferred · not functionally tested

Tags
multi-agent-observabilityotel-tracingblame-analysisllm-debugging
AI capabilities
Structured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
API
Runs on
CLI

Trust & compliance

License
BUSL-1.1
Public signals
HTTPSOpen Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed27 Jul · 16:35 UTC
    agent-detective seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about agent-detective

What does agent-detective do?
Inferred · not functionally tested: Agent-detective focuses on pinpointing the exact point where quality broke down in multi-agent LLM runs. It is catalogued under Agent monitoring & governance on PulseGate.
Who should use agent-detective?
Inferred · not functionally tested: agent-detective is an open-source project built for developers.
Does agent-detective have a free plan?
Basis unknown · not verified: Yes — agent-detective is open source under the BUSL-1.1 license and free to use.
What platforms does agent-detective run on?
Basis unknown · not verified: agent-detective runs on the command line.
Is agent-detective still active?
PulseGate's liveness check found it on 14 Sep 2026.
What are alternatives to agent-detective?
Similar projects tracked by PulseGate include agent-blame, agent-diagnostics, and agent-alibi.agent-blameagent-diagnosticsagent-alibi
When did agent-detective launch?
agent-detective first shipped in 2026.
Is agent-detective open source?
Basis unknown · not verified: Yes — agent-detective is open source under the BUSL-1.1 license.

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