Platform

The complete visual QA platform for modern teams.

From mark to merged PR in minutes — not days. SuperDucks connects visual feedback to your codebase with AI precision, so nothing falls through the cracks.

01

Visual mark capture

Draw directly on any live site. SuperDucks captures the full DOM state, component tree, viewport dimensions, and user context — no screenshots, no reproduction steps.

Works on React, Vue, Svelte, Next.js, Astro, or plain HTML. One script tag.

02

Code-aware AI fix prompts

Within 1.8 seconds of a mark, get a suggested fix with the exact file path, line number, and code diff. Not a guess — generated from your actual component tree, git history, and codebase context.

The AI doesn’t look at a screenshot. It reads your source through source maps, understands what rendered the marked element, and produces a PR-ready diff.

03

Autonomous duck patrols

Hire ducks to continuously scan your environments 24/7. They file marks with full context and escalate critical issues before your users see them.

Each duck runs headless Chrome sessions against your staging URLs on configurable schedules.

The differentiator

Fix prompts that actually work — because we read your code, not a screenshot.

Other tools see pixels. SuperDucks sees your component tree, source files, git history, design tokens, and user context. That's why our AI produces PR-ready diffs — not vague suggestions you have to interpret.

Accuracy metrics
94%
correct file on first suggestion
verified across 50k+ marks
87%
correct line number
within ±3 lines of the root cause
71%
PR merged without edits
fix applied exactly as suggested
1.8s
median suggestion latency
from mark submission to fix prompt
Six layers of context — why our fixes are accurate
01
Component tree

SuperDucks maps every pixel on screen to the exact component that rendered it — including props, state, and the full parent hierarchy. Works with React, Vue, Svelte, and more.

When you mark a misaligned button, we don’t see "a button." We see `<PricingCard tier="pro"> → <CTAButton variant="accent">` at line 47 of `src/components/PricingCard.tsx`.

02
Source map resolution

Source maps connect the live DOM back to your original source files. SuperDucks resolves every element to its exact file path, line number, and column — in your actual codebase.

The fix prompt doesn’t say "somewhere in your CSS." It says `padding-top: 24px → 16px` at `src/components/PricingCard.module.css:23`.

03
Git history awareness

SuperDucks reads recent commits touching the affected component. If a bug appeared after a specific PR, the fix prompt references that change and suggests a revert or correction.

The AI knows that `margin-bottom` was changed from 16px to 8px in commit `a3f2b1c` by @sarah 2 hours ago — and suggests reverting that specific line.

04
Intent inference

By analyzing the component name, surrounding context, design tokens used, and prop patterns, SuperDucks infers what the developer intended — not just what’s broken.

If a card’s border-radius doesn’t match your design system’s `--radius-lg` token, the fix prompt references the token, not a magic number.

05
Cross-file dependency graph

Fixes aren’t isolated. SuperDucks traces imports, shared styles, and component composition to ensure suggestions don’t break upstream or downstream consumers.

If the fix affects a shared component used in 12 places, the prompt warns you and suggests a scoped override or variant instead of a breaking change.

06
User session context

The mark carries the full user context: viewport size, scroll position, interaction state, route params, and local storage flags that contributed to the observed state.

The AI knows this bug only appears at 768px width with dark mode enabled — and scopes the fix to that specific responsive breakpoint and theme.

One-click cloud PRs

Because the fix prompt contains the exact file, line, and diff — dispatching a PR is just one click. The PR includes the suggested change, a link back to the mark with full visual context, and a comment explaining what was wrong and why this change fixes it. Review, approve, merge. Done.

Full workflow

End-to-end, from observation to ship.

Six steps. Zero context loss. Every mark carries its full lifecycle from capture to verification.

01
Embed the widget
One script tag in your HTML. Auto-detects your framework, maps your component tree, and connects to your workspace.
02
Mark issues visually
Anyone draws on the live site — a bug, design feedback, accessibility concern, or performance issue. Full context is captured automatically.
03
AI generates the fix
Within seconds, get a file path, line number, and code suggestion. The AI reads your actual source through the component tree — not guessing from a screenshot.
04
Triage & assign
Auto-priority scoring routes marks to the right engineer. Or let ducks auto-triage based on severity patterns and component ownership.
05
Ship the PR
One click dispatches a pull request to your repo with the suggested change, linked to the mark context. Review, merge, ship.
06
Verify & close
Ducks re-scan the environment after deploy. If the fix holds, the mark auto-closes. If not, it reopens with new context.
Platform capabilities

Built for scale. Designed for speed.

🎯
Component tree mapping
Every mark is automatically mapped to the component that rendered it — any framework. No manual file-path guessing.
🔀
Git-native workflow
Connect GitHub, GitLab, or Bitbucket. One click dispatches a PR with the AI-suggested fix, linked to the original mark.
👥
Role-based workspaces
Clients mark issues. Designers flag polish. Engineers see triaged fix queues. PMs track velocity. Everyone gets their view.
🌍
Multi-environment
Staging, preview deploys, local dev, production. One workspace aggregates marks from every environment with full context.
📊
Priority intelligence
AI auto-classifies severity from user impact analysis, component importance scoring, and historical pattern matching.
Real-time collaboration
See marks appear live as teammates and ducks file them. Comments, threads, and status updates sync instantly across all viewers.
🔔
Smart notifications
Route critical marks to Slack, email, or webhooks based on component ownership, severity, and custom rules.
🔒
Enterprise security
SOC 2 Type II certified. Data encrypted at rest and in transit. SSO/SAML. Custom data retention. Self-hosted option available.
📈
Analytics & reporting
Track marks resolved, time-to-fix, duck coverage, and team velocity. Export to CSV or pipe to your data warehouse.
🪝
Webhooks & API
Full REST API with typed SDKs for TypeScript, Python, and Go. Webhooks for every event. Build custom workflows.
🎨
White-label widget
Customize the mark widget with your brand colors, logo, and copy. Your clients never see the SuperDucks brand.
🔄
CI/CD integration
Block deploys when critical marks are open. Auto-close marks when the fix PR merges. Keep your pipeline honest.

Ready to upgrade your QA workflow?

Start free. No credit card. Your first 3 ducks are included forever.