Who should use agent-failure-debugger?

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?

Yes — agent-failure-debugger is open source under the MIT license and free to use.

What platforms does agent-failure-debugger run on?

agent-failure-debugger runs on the web and the command line. It can also be self-hosted.

Is agent-failure-debugger still active?

Unverified. agent-failure-debugger has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to agent-failure-debugger?

Similar projects tracked by PulseGate include agent-debug, agentbreak, and agent-trace-intelligence.

Is agent-failure-debugger open source?

Yes — agent-failure-debugger is open source under the MIT license.

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agent-failure-debugger

PyPIInfrastructure

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

Open SourceMITWebCLISelf-hosted

Visit PyPI

Overview

5 features

agent-failure-debugger sits in PulseGate's LLM eval & observability category. It focuses on debugging and understanding the causes of failures in LLM agent workflows. It is built as an open-source project for AI developers and researchers working with LLM agents. The project is open source (MIT). 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. Among its 5 catalogued features are failure diagnosis, causal analysis, and fix generation.

Failure diagnosis
Causal analysis
Fix generation
LLM agent support
Deterministic output

Built with & integrations

Runs on

BrowserCLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed16 Jun · 04:01 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about agent-failure-debugger

What does agent-failure-debugger do?: Agent-failure-debugger focuses on debugging and understanding the causes of failures in LLM agent workflows. It is catalogued under LLM eval & observability on PulseGate.
Who should use agent-failure-debugger?: 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?: Yes — agent-failure-debugger is open source under the MIT license and free to use.
What platforms does agent-failure-debugger run on?: agent-failure-debugger runs on the web and the command line. It can also be self-hosted.
Is agent-failure-debugger still active?: Unverified. agent-failure-debugger has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to agent-failure-debugger?: Similar projects tracked by PulseGate include agent-debug, agentbreak, and agent-trace-intelligence.agent-debug agentbreak agent-trace-intelligence
When did agent-failure-debugger launch?: agent-failure-debugger first shipped in 2026.
Is agent-failure-debugger open source?: Yes — agent-failure-debugger is open source under the MIT license.

At a glance

Platforms: Cli
Languages: English
License: MIT
Built for: AI developers and researchers working with LLM agents
Model: Open source
Solves: Debugging and understanding the causes of failures in LLM agent workflows.

Registered as

PyPI: agent-failure-debugger

Developer

Pypi

Index record

Identity confidence: Medium · 77.4
Indexed: 16 Jun 2026
Lifecycle: Alive
Last seen: 16 Jun 2026

Identity audit (12)

Slug: agent-failure-debugger-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 16 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by the 2026 taxonomy migration.
Summary from: Taken from the package registry entry.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/agent-failure-debugger

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