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Ought
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O

Ought

github.com·Infrastructure

CLI for the ought behavioral test framework

Open SourceMIT
WebCLI
O
Ought preview
Visit github.com↗

Overview

5 features

Ought is a Testing & QA product. Enabling developers to test and validate the behavior of LLM-based systems using a CLI framework. Ought is an open-source project aimed at machine learning engineers. The project is open source (MIT). The product ships for the web and the command line.

Behind Ought is sosein.ai, and the product first shipped in 2026. The project is developed in the open on GitHub with 134 commits in the last 90 days. Among its 5 catalogued features are behavioral testing, LLM evaluation, and CLI interface.

  • ✓Behavioral testing
  • ✓LLM evaluation
  • ✓CLI interface
  • ✓Test specs
  • ✓Open source

Tags

llm-testingbehavioral-testscli-tool

AI capabilities

Code

Built with & integrations

Runs on
BrowserCLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 17, 5:57 PM

    Listing verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Ought

What is Ought?
Enabling developers to test and validate the behavior of LLM-based systems using a CLI framework. It is catalogued under Testing & QA on PulseGate.
Who should use Ought?
Ought is an open-source project built for machine learning engineers.
Does Ought have a free plan?
Yes — Ought is open source under the MIT license and free to use.
What platforms does Ought run on?
Ought runs on the web and the command line.
Is Ought still active?
PulseGate's liveness checks currently classify Ought as active. The GitHub repository shows 134 commits in the last 90 days.
What tools are similar to Ought?
Similar tools tracked by PulseGate include Ought, llm-ide-rules, and gauntlet-cli.Oughtllm-ide-rulesgauntlet-cli
Who develops Ought?
Ought is developed by sosein.ai.
How long has Ought been around?
Ought first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Apr 13, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
machine learning engineers
Model
Open source
Solves
Enabling developers to test and validate the behavior of LLM-based systems using a CLI framework.

Developer

sosein.ai
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
3mo ago
Commits 90d
134
Contributors
4
Authorship
Small team
Default branch
main
Latest release
v0.2.1 · 3mo ago

Live coverage

Confidence
Medium · 70
Indexed
Jun 17, 2026
Lifecycle
Alive
Activity
Active
First seen
Apr 2026
Last seen
1mo ago
Identity audit (9)
Entity ID
cmqidkzgk0pqqbbmboqo18ii9
Slug
ought-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 17, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 17, 2026
Canonical URL
https://github.com/soseinai/ought

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