SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.
Fume: Converts screen recordings into automated Playwright test suites, bridging bug capture and test generation. Fume records 811 monthly visits with +492% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Jam records 570,598 monthly visits with -6% growth and Freemium, Paid pricing.

An AI QA team that writes and maintains Playwright tests from a screen recording
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | fumedev.com | jam.dev |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Freemium, Paid |
| Monthly Visits | 811 (811) | 570.6K (570,598) |
| MoM Traffic Delta | +674 (+492%) | -36.7K (-6%) |
| Primary Market & Share | 🇹🇷 Türkiye (68.6%) | 🇺🇸 United States (22.5%) |
| Direct Visits / mo | 331 | 443.32K |
| User Rating | 4.3 | 4.6 |
| Supported Platforms | Website | Website |

An AI QA team that writes and maintains Playwright tests from a screen recording
Record a Loom-style video while narrating what should be tested, and Fume extracts the test cases and writes them as native Playwright code — covering most key user flows in minutes.
When fragile selectors or changed UX break a script, tests fall back to a browser-using AI agent to continue, and the flaky test is self-healed in the background.
Tests run twice a day automatically on Fume Cloud runners at no extra cost, with results and failure insights delivered straight to your team's channel.
Every test is standard Playwright code you own, so you can run it locally or wire it into CI/CD with one API call and keep running even if you cancel.
Screen recorder that captures bugs with full technical context
Record your screen or grab a screenshot from the browser extension, the iOS app, or the Mac app.
Available console logs, network requests, user events, and device details ride along with every recording.
Automatic title, summary, and reproduction steps give developers and agents a clear place to begin.
Push Jams into Linear, Jira, or Slack for triage, or into AI coding tools for investigation.
SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
AI-augmented quality platform for web, mobile, API and desktop testing
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SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.

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