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Coolhand Labs

coolhandlabs.com·AI & ML

Coolhand Labs builds autonomous agents that watch production AI systems, detect silent failures and cost spikes, analyze human feedback from existing workflows, and automatically propose improvements as pull requests. It eliminates the drudge work of prompt tuning, log sifting, and manual testing so engineering teams can focus on building new capabilities. The platform includes an open-source feedback auditing skill and offers a generous free tier.

FreemiumApache-2.0WebCLICloud-managed
CCoolhand Labs preview
Visit coolhandlabs.com↗
9stars
2forks
5features
2025since

Overview

5 features

Coolhand Labs is an AI & ML project. Manually monitoring, debugging, and continuously improving production AI agents at scale. It is built as a B2B product for AI engineering teams. There is a free tier. Coolhand Labs is available on the web and the command line.

Behind Coolhand Labs is Coolhand Labs, and it first shipped in 2025. Development happens publicly on GitHub with 19 commits in the last 90 days. Among its 5 catalogued features are Silent Failure Detection, Automated Pull Requests, and Human Feedback Analysis.

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

  • ✓Silent Failure Detection
  • ✓Automated Pull Requests
  • ✓Human Feedback Analysis
  • ✓Cost Optimization
  • ✓Agent Monitoring
Tags
ai-agent-monitoringagent-feedback-loopautomated-prsai-observability
AI capabilities
Text
Inference: Cloud APIWeights: Proprietary

Built with & integrations

Framework
Rails
Connectors
github
Runs on
BrowserCLICloud-managed
Detected from
Rails
/assets/application- in the HTML

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Free tier✓GitHub · ★ 9✓Active maintenance
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed31 Jul · 02:05 UTC
    coolhand verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Coolhand Labs

What is Coolhand Labs?
Manually monitoring, debugging, and continuously improving production AI agents at scale. It is catalogued under AI & ML on PulseGate.
Who is Coolhand Labs for?
Coolhand Labs is a B2B product built for AI engineering teams.
Is Coolhand Labs free?
Yes — there is a free tier, with paid plans for advanced use.
What platforms does Coolhand Labs run on?
Coolhand Labs runs on the web and the command line.
Is Coolhand Labs still active?
The GitHub repository shows 19 commits in the last 90 days.
What are alternatives to Coolhand Labs?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who develops Coolhand Labs?
Coolhand Labs is developed by Coolhand Labs.
When did Coolhand Labs launch?
Coolhand Labs first shipped in 2025.

At a glance

Pricing
Freemium · pricing page detected · free tier
Platforms
Cli · Web
Languages
English
Open source
Yes · ★ 9
License
Apache-2.0
Built for
AI engineering teams
Model
B2B
Solves
Manually monitoring, debugging, and continuously improving production AI agents at scale.

Registered as

GitHub
Coolhand-Labs/coolhand-ruby

Developer

Team
↗ GitHub

Open source

View on GitHub →
Stars
9
Forks
2
Open issues
4
Last commit
31 Jul 2026
Commits 90d
19
Contributors
6
Authorship
Team
Default branch
main
Latest release
v0.5.0 · 31 Jul 2026

Live coverage

Identity confidence
High · 87.8
Indexed
31 Jul 2026
Lifecycle
Alive
Last seen
31 Jul 2026
Identity audit (13)
Slug
coolhand-coolhandlabs-com
Lifecycle state recorded
31 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
31 Jul 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
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Last updated
2 Aug 2026
Canonical URL
https://coolhandlabs.com/

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