SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.

Jam records 570,598 monthly visits with -6% month-over-month growth and Freemium, Paid pricing. Skyelight records 0 monthly visits with 0% growth and Freemium, Contact for Pricing pricing.

Pin feedback on any live page and hand it straight to your AI coding agent
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | jam.dev | skyelight.ai |
| Pricing Model | Freemium, Paid | Freemium, Contact for Pricing |
| Monthly Visits | 570.6K (570,598) | 0 (0) |
| MoM Traffic Delta | -36.7K (-6%) |
| 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (22.5%) | 🌐 Global (—) |
|---|
| Direct Visits / mo | 443.32K | 0 |
|---|
| User Rating | 4.6 | 4.5 |
|---|
| Supported Platforms | Website | Website |
|---|
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.

Pin feedback on any live page and hand it straight to your AI coding agent
Comment on any element of any page — prototype, staging, localhost or production — so every thread is attached to the exact element it refers to.
Claude, Claude Code, Cursor, OpenAI Codex, Grok, Windsurf, Lovable and Bolt can list threads, apply fixes and reply with the commit that closed them.
Comments are classified as they are typed — bug, feedback, idea, design inspiration or page copy — and can be sorted or bulk-managed by type.
Publish Claude artifacts or design surfaces to a hosted link; external reviewers join free and their comments land back in your workspace.
SpecialistPlans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.


The environments frontier AI trains on, and the agents that do the recurring work

SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
#3
Agentic product management system for customer-driven roadmaps
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
Agentic AI QA engineer for web, iOS, and Android testing

SpecialistAutomates web and mobile testing across platforms, focusing on end-to-end QA rather than instant bug reporting.

Agent-native end-to-end testing that maintains itself

SpecialistExecutes autonomous regression tests per pull request, validating web apps without requiring manual bug reports.

Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read


SpecialistTriages incidents using telemetry and codebase models, offering deeper engineering insights than standard bug reporters.

The debugging agent that connects your coding agent to production
The environments frontier AI trains on, and the agents that do the recurring work
SpecialistUnifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
SpecialistAutomatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
Agentic AI QA engineer for web, iOS, and Android testing
SpecialistAutomates web and mobile testing across platforms, focusing on end-to-end QA rather than instant bug reporting.
Agent-native end-to-end testing that maintains itself
SpecialistExecutes autonomous regression tests per pull request, validating web apps without requiring manual bug reports.
Free / Open-sourceOne living index of your codebase that AI agents and pull requests can actually read
SpecialistTriages incidents using telemetry and codebase models, offering deeper engineering insights than standard bug reporters.
The debugging agent that connects your coding agent to production