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dunnit
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dunnit

PyPI·Infrastructure

Dunnit provides tamper-evident verification for AI agent outputs by treating the definition-of-done as executable code. It helps developers confirm that agents actually performed the requested work rather than simulating or shortcutting it. Built as a lightweight MIT-licensed Python package focused on preventing reward-hacking in autonomous agent systems.

Open SourceMIT
CLI
D
Visit PyPI↗

Overview

3 features

In the AI & ML space, dunnit takes a focused approach. It focuses on verifying that autonomous AI agents actually completed their assigned tasks without tampering or reward-hacking. dunnit is an open-source project aimed at developers. The project is open source (MIT). It runs on the command line.

dunnit first shipped in 2026. Among its 3 catalogued features are tamper-evident verification, definition-of-done as code, and reward-hacking prevention.

  • ✓Tamper-evident verification
  • ✓Definition-of-done as code
  • ✓Reward-hacking prevention

Tags

ai-agent-verificationtamper-evidentdefinition-of-donereward-hacking-prevention

AI capabilities

TextInference: Cloud API

Built with & integrations

AI providers
anthropic
Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source

Recent events

Latest indexed changes and source events

  1. IndexedJul 28, 5:01 AM

    dunnit verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about dunnit

What is dunnit?
Dunnit focuses on verifying that autonomous AI agents actually completed their assigned tasks without tampering or reward-hacking. It is catalogued under AI & ML on PulseGate.
Who should use dunnit?
dunnit is an open-source project built for developers.
Does dunnit have a free plan?
Yes — dunnit is open source under the MIT license and free to use.
What platforms does dunnit run on?
dunnit runs on the command line.
Is dunnit still active?
PulseGate's liveness checks currently classify dunnit as active.
What tools are similar to dunnit?
Similar tools tracked by PulseGate include durin-agent, DoneSpec, and attested.durin-agentDoneSpecattested
How long has dunnit been around?
dunnit first shipped in 2026.
Is dunnit open source?
Yes — dunnit is open source under the MIT license.

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
Jul 28, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Verifying that autonomous AI agents actually completed their assigned tasks without tampering or reward-hacking.

Developer

Pypi

Live coverage

Confidence
Low · 64
Indexed
Jul 28, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Identity audit (10)
Entity ID
cms46ukkv0c7uvvt8vrkqr9pq
Slug
dunnit-pypi-org
Lifecycle last checked
Jul 28, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 28, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 28, 2026
Canonical URL
https://pypi.org/project/dunnit

Similar apps

Other apps tracked under the same category.

  • durin-agent
    pypi.org
  • DoneSpec
    github.com
  • attested
    pypi.org
  • determ8
    pypi.org
  • andon-verify
    pypi.org
  • autonomous-audit
    pypi.org