Launched March 31, 2026
Jazzberry

Jazzberry

AI Agent for bug finding

SubscriptionAIAI Agents1,328 impressions#21 of its week

Jazzberry is an awesome GitHub pull request bot that is designed to find actual bugs in your code by running it in a secure microVM.

Jazzberry is a GitHub pull-request bot that finds real bugs by executing code in a secure microVM.

for
Developers and teams using GitHub who want automated bug detection in PRs.
pricing
contact sales
works withGitHub

Key features

4 features of Jazzberry
  • GitHub PR Bot — Runs automatically on pull requests to analyze changes.
  • Secure microVM Execution — Executes code in an isolated microVM to safely detect bugs.
  • Actual Bug Detection — Focuses on finding real runtime bugs rather than style issues.
  • Automated Review — Provides feedback directly in the pull request workflow.

Use cases

  • Detect runtime bugs before merging a pull request
  • Automate code review for security-sensitive projects
  • Run tests in isolation for each PR
  • Reduce manual QA effort by surfacing bugs early

Jazzberry vs alternatives

JazzberryFineKubiya.aiQuash BugsHercules
Best forBug-finding PR bot with secure executionGeneral AI-assisted developmentDevOps chat assistanceMobile testing automationOpen-source testing agents
PricingContact salesFreeSubscriptionFreeFree
DevHunt upvotes075372222
LaunchedMar 2026Jan 2023Jan 2023Jan 2024Nov 2025
  • Jazzberry vs Fine: Fine provides general AI agents for software building, not a focused PR bug-finder.
  • Jazzberry vs Kubiya.ai: Kubiya.ai offers a ChatGPT-style assistant for DevOps tasks, not automated bug detection in PRs.
  • Jazzberry vs Quash Bugs: Quash Bugs targets end-to-end mobile testing with UI/API/DB validation, whereas Jazzberry focuses on PR-level bug finding.
  • Jazzberry vs Hercules: Hercules is an open-source testing agent, while Jazzberry is a hosted GitHub bot that runs code in microVMs.

Jazzberry FAQ

How does Jazzberry analyze code?+

It runs the changed code inside a secure microVM to observe actual bugs.

Does Jazzberry require any setup in my repository?+

It is a GitHub pull-request bot, so it is added to the repository like other GitHub apps.

Is the execution environment safe?+

Yes, the code runs in an isolated microVM designed for secure execution.

What kind of bugs does it find?+

It focuses on real runtime bugs that appear when the code is executed, not just linting issues.

How can I get pricing information?+

Pricing details are available by contacting Jazzberry directly.

Summarized by DevHunt from jazzberry.ai · Sep 27, 2026. Details may change; check the official site.