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User reported a bug.
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Embed a feedback widget. Watch your agentic AI triage, branch, code, and merge — without a single human in the loop for high-confidence fixes.

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How it works

Four steps from feedback to production

01

Get feedback

Drop one script tag into your product. Any user — support, beta, power user — can submit feedback without leaving your app.

02

AI triage & scores

The confidence engine scores each submission. HIGH confidence goes straight to the AI agent. LOW confidence surfaces for your Kanban review.

03

Maestrio Opens a PR

Connected to GitHub, the agentic AI creates a branch, writes the fix, runs tests, and opens a pull request — all autonomously.

04

Approve and Merge

High-confidence PRs auto-merge. Complex changes surface with full diff context, ready for your one-click approval from the Kanban board.

Confidence Score engine

You decide how much Maestrio can do alone

01
Auto-resolve

HIGH confidence · ≥70% default

Fix is isolated, low risk, well-understood. The AI opens, tests, and merges the PR without any human in the loop.

02
One-click approve

MEDIUM confidence · 40–69%

AI drafts the PR with full diff and reasoning. You or your PM reviews it in the Kanban board with a single click to ship.

03
Human Review

LOW confidence · <40%

Ambiguous, high-risk, or cross-cutting changes are flagged and routed to your engineering team — never silently dropped.

04
Customize

Tune thresholds per repo

A startup founder might set HIGH threshold to 70% to ship fast. A payments service team might raise it to 95% for near-total human review. Your codebase, your rules.

Features

All your team needs.

Feedback Widget

One script tag. Lightweight, customizable, embeds in any SaaS product. Collects structured reports with metadata, screenshots, and session context.

Kanban Board

All feedback — auto-resolved, awaiting approval, or flagged — lives in a clean board. PMs and Support Leads never need to touch GitHub.

Agentic AI Engineer

Powered by your own Claude or OpenAI key. Reads your codebase, writes targeted fixes, stays within safe directories you define.

Bring Your Own Keys or Use Ours

AI token costs flow directly to Anthropic or OpenAI — or through us, at no markup.

Closed-loop Notifications

When a user's requested fix ships, they're automatically notified. Turn complainers into advocates by closing the loop visibly.

Team Analytics

Track hours of dev time saved, auto-resolved vs. human-approved ratios, and feedback-to-merge velocity — per repo and per team.

Integrations

Plugs directly into where your team already works.

No new tools to juggle — Maestrio connects to your existing stack on day one.

Anthropic
Anthropic
Live
GitHub
GitHub
Live
OpenAI
Live
Slack
soon
Webhooks
soon
REST API
Live
MCP Server
soon
More coming...
soon

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