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annot8
FeaturesBuilt for the whole loop

Everything you need to close the feedback loop.

Pin comments to live elements. Auto-capture browser context. Let AI triage. Ship fixes with full traceability — from the pixel to the PR.

Capture with precision

Pinned to the pixel, anchored to the DOM.

Every comment lives on a real element with full environment metadata. No screenshots, no guessing.

Pixel-accurate pinning

Click any element, anywhere on your live site. Comment anchors to the DOM path, not a pixel coordinate.

Auto browser context

Viewport, browser, OS, build hash, route, DOM selector, and console trace attached automatically.

Shadow-DOM safe

One script tag, lazy-loaded under 12kb. Zero impact on your CSS, bundle, or CSP.

AI that earns its keep

Triage, summarize, route — automatically.

Stop spending Mondays grooming inboxes. Annot8 groups duplicates, tags severity, and routes each thread to the right owner.

Auto-triage

AI tags severity and owner on arrival.

Machine-learned from your team's past decisions. Adjust once, it learns forever.

  • Duplicate detection across threads
  • Severity auto-labels (P0–P4)
  • Owner suggestions based on route + history
  • Confidence scores you can tune
Auto-summarize

Every thread starts with the TL;DR.

Long threads get a short summary you can forward or paste into Linear. Generated in real time.

  • One-line headline
  • Repro steps extracted
  • Decisions highlighted
  • Export as Markdown
Delivery loop

Pixel to PR, without the Slack DMs.

Every handoff is a thread. Every thread has a receipt. Engineers get the file, the line, the trace.

A receipt for every decision.

A single timeline from the pin to the merge, synced across Linear, GitHub, and Slack.

  1. 0:00captured
    Priya pinned CTA on /checkout
  2. 0:01triaged
    Annot8 grouped with 2 duplicates
  3. 0:02assigned
    Routed to @mira via Linear
  4. 1:24shipped
    Fix merged, preview re-verified

The file. The line. The trace.

Engineers never hear “can you repro?” again. Every thread ships as structured JSON.

// context.json
build: "3a7f1c9",
env: "preview",
selector: "button.cta.primary",
viewport: "1440×900",
trace: "TypeError: u is not defined"
And the essentials

Zero ops. Zero footprint. Zero surprises.

Installs in minutes

One script tag. Any framework. Lazy-loaded under 12kb.

Two-way sync

Linear · Jira · GitHub · GitLab. Statuses stay in lockstep.

Secure by default

SOC 2, GDPR, HIPAA. Zero impact on CSS, bundle, or CSP.

Scoped environments

Scope threads to prod, preview or localhost. Verify in context.

Try every feature free for 14 days.

No credit card. Works on localhost, preview, and production.

See pricing