Show HN：Cosmic AI - 以美元量化技術債，加速修復

See Your Tech Debt in Dollars — Fix It Before It Slows You Down

Developers lose up to 42% of their time on tech debt —
garbage code, flaky tests, poor docs. We make it visible so you can fix what matters most.

Watch a demo walkthrough of Cosmic AI

Tech Debt Is Killing Your Team

Developers spend 42% of their time dealing with technical debt.
The worst part? Management doesn't see it.

Garbage Code Digging

Hours wasted navigating legacy spaghetti code and undocumented functions.

Flaky Tests & Tooling

CI pipelines that fail randomly, tests you retry "just in case."

Management Misalignment

"Why can't you just add this feature?" Because the foundation needs fixing.

Poor Documentation

Knowledge silos where only one person knows how something works.

The cost compounds. Every sprint you ignore tech debt,
the problem grows 23% worse.

How Cosmic AI Works

From repo connection to exec-ready report in minutes.

Connect Your GitHub Repo

One-click OAuth integration. We only need read access to analyze your codebase structure.

We Scan for Debt

Our AI analyzes code complexity, duplication, outdated dependencies, flaky tests, and documentation gaps.

Visualize Hotspots

Interactive heatmap showing exactly where debt lives. Red zones = urgent, yellow = watch, green = healthy.

Get ROI Report

See the dollar cost of your debt based on team size and salaries. Finally, numbers management understands.

Prioritize & Share

Get a prioritized fix list with effort estimates. Export to PDF or share directly to Slack for exec approval.

When Tech Debt Becomes Visible

Teams using Cosmic AI report these outcomes within the first quarter.

2x Faster Shipping

Stop wasting half your sprint on cleanup.

Easier Exec Buy-In

Show the dollar cost and ROI.

Reduced Burnout

Less context switching, fewer fire drills.

No Knowledge Silos

Critical knowledge doesn't walk out the door.

Get Your Free Debt Report

Join the waitlist and be among the first to see what your tech debt really costs.
First 100 teams get a free custom analysis.

Join the Waitlist

We'll prioritize private repo scanning for early submissions

By joining, you agree to our Privacy Policy

Making tech debt visible in dollars.

© 2026 Cosmic AI. All rights reserved.