Skip to content
Back to the index

agent-failure-debugger

PyPIInfrastructure

PulseGate's liveness check found it on 9 Oct 2026; it is registered on PyPI and has been in the index since 16 Jun 2026. How this is checked

Diagnose why your LLM agent failed. Deterministic causal analysis with fix generation.

Inferred · not functionally tested

Open SourceMITWebCLISelf-hosted
Visit PyPI

Overview

5 features

Purpose: Debugging and understanding the causes of failures in LLM agent workflows.

Inferred · not functionally tested

Audience: AI developers and researchers working with LLM agents

Inferred · not functionally tested

Functions: 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: browser, cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

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

agent-failure-debugger sits in PulseGate's Debugging & profiling category. Inferred · not functionally tested: It focuses on debugging and understanding the causes of failures in LLM agent workflows. Inferred · not functionally tested: It is built as an open-source project for AI developers and researchers working with LLM agents. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: agent-failure-debugger is available on the web and the command line, and it can be self-hosted.

agent-failure-debugger first shipped in 2026. Inferred · not functionally tested: Among its 5 catalogued features are failure diagnosis, causal analysis, and fix generation.

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

Tasks: Inferred · not functionally tested

  • Failure diagnosis
  • Causal analysis
  • Fix generation
  • LLM agent support
  • Deterministic output

Topics: Inferred · not functionally tested

Tags
llm-debuggingcausal-analysisagent-failurefix-generationcli-tool
AI capabilities
TextCode

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
BrowserCLISelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Nothing recorded for this listing in this window.

Frequently asked questions about agent-failure-debugger

What does agent-failure-debugger do?
Inferred · not functionally tested: Agent-failure-debugger focuses on debugging and understanding the causes of failures in LLM agent workflows. It is catalogued under Debugging & profiling on PulseGate.
Who should use agent-failure-debugger?
Inferred · not functionally tested: agent-failure-debugger is an open-source project built for AI developers and researchers working with LLM agents.
Does agent-failure-debugger have a free plan?
Basis unknown · not verified: Yes — agent-failure-debugger is open source under the MIT license and free to use.
What platforms does agent-failure-debugger run on?
Basis unknown · not verified: agent-failure-debugger runs on the web and the command line. It can also be self-hosted.
Is agent-failure-debugger still active?
PulseGate's liveness check found it on 9 Oct 2026.
What are alternatives to agent-failure-debugger?
Similar projects tracked by PulseGate include agent-debug, agentbreak, and agent-trace-intelligence.agent-debugagentbreakagent-trace-intelligence
When did agent-failure-debugger launch?
agent-failure-debugger first shipped in 2026.
Is agent-failure-debugger open source?
Basis unknown · not verified: Yes — agent-failure-debugger is open source under the MIT license.

Similar projects

Closest matches by what these projects do