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helmric

helmric.com·Infrastructure

helmric is an open-source audit and reliability layer for AI agents, providing tools to verify outputs and minimize hallucinations in production. It is aimed at developers and teams deploying large language models and AI agents.

Open SourceMITWebCLIAPISelf-hosted
Hhelmric preview
Visit helmric.com↗

Overview

4 features

In the LLM eval & observability space, helmric takes a focused approach. It helps developers ensure reliability and reduce hallucinations in AI agent outputs in production environments. helmric is an open-source project aimed at AI developers and teams deploying LLM agents. The project is open source (MIT). helmric is available on the web, the command line, and API, and it can be self-hosted.

helmric first shipped in 2026. Key capabilities include audit layer, reliability checks, and hallucination reduction. It exposes integrations via a public API.

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

  • ✓Audit layer
  • ✓Reliability checks
  • ✓Hallucination reduction
  • ✓LLM verification
Tags
ai-auditllm-reliabilityhallucination-detection
AI capabilities
Text

Built with & integrations

Connectors
API
Runs on
BrowserCLIAPI-onlySelf-hosted

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jun · 09:43 UTC
    Listing verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about helmric

What does helmric do?
Helmric helps developers ensure reliability and reduce hallucinations in AI agent outputs in production environments. It is catalogued under LLM eval & observability on PulseGate.
Who is helmric for?
helmric is an open-source project built for AI developers and teams deploying LLM agents.
Does helmric have a free plan?
Yes — helmric is open source under the MIT license and free to use.
What platforms does helmric run on?
helmric runs on the web, the command line, and API. It can also be self-hosted.
Is helmric still maintained?
Unverified. helmric 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.
When did helmric launch?
helmric first shipped in 2026.
Is helmric open source?
Yes — helmric is open source under the MIT license.
Does helmric have an API or integrations?
Yes — helmric exposes a public API.

At a glance

Platforms
Cli · Web
Languages
English
License
MIT
Built for
AI developers and teams deploying LLM agents
Model
Open source
Solves
Helps developers ensure reliability and reduce hallucinations in AI agent outputs in production environments.

Registered as

PyPI
helmric

Index record

Identity confidence
Low · 64
Indexed
29 Jun 2026
Lifecycle
Alive
Last seen
29 Jun 2026
Identity audit (12)
Slug
helmric-helmric-com
Lifecycle last checked
8 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
29 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 a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Canonical URL
https://helmric.com/

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