Your codebase analyzed by AI, explained for humans.
Like having a senior consultant review your entire codebase — at a fraction of the cost.
Your first report is on us —
No credit card required
Are we building on a solid foundation?
Why does shipping new features take so long?
Are we getting what we're paying for?
AI built my app — is it actually good?
Is this codebase sustainable?
Flying blind
You see missed deadlines and recurring bugs but can't diagnose what's going wrong in the codebase.
Unverified AI code
AI tools help you build fast, but nobody's checking whether what they built is actually good.
Expensive, biased answers
Your options are a $200/hr consultant or trusting the team to grade their own work.
You shouldn't need to read code to know if your project is healthy.
Visibility into health, risks, and team performance
Engineering Managers
Make the case for tech debt
Turn your technical debt assessment into a business case leadership can act on. Clear health grades, trend data, and prioritized recommendations — with data, not opinions.
Vibe Coders & AI Builders
The map you never made
You shipped fast with Cursor, Claude, or Lovable. Now features are harder to add and every fix breaks two other things. StackGrit reads the whole codebase and shows you what's actually there: what's risky, what to fix first, before the next change makes it worse.
Agencies & Service Providers
Prove quality to your clients
Independent code quality reports that build trust at every project handover. Show clients exactly where their project stands — not just your word for it.
Project Owners & Clients
Know what you're paying for
Hired a dev team or agency? Verify the quality of outsourced development without reading a single line of code. Independent, plain-language reports you can actually understand.
From repository to report in three steps
Connect
Connect any Git repository, upload your source code, or invite a team member to set it up for you — it takes them 2 minutes. Read-only — we never modify your code.
Analyze
Our AI reviews your entire project the way an experienced consultant would — but in minutes, not weeks.
Act
Get clear health grades and prioritized recommendations — then act on them. Share with your team, export for stakeholders, or push findings to Jira, GitHub and your AI coding tools.
From insight to action
Health scorecard
Your project's health at a glance — clear grades for architecture, quality, security, and more. Anyone can understand them.
Plain-language insights
Every finding explained so you can act on it without asking a developer. Built for the people who make decisions, not just the people who write code.
AI chatbot
Ask anything about your project and findings. Get plain-language answers grounded in your analysis — no more digging through reports.
Teams & organizations
No per-seat pricing — ever. Invite your whole team to a shared workspace.
Track progress
Compare analyses over time.
Share with anyone
Send a report link — no account needed.
Fix with AI
Drop findings into Claude, Cursor, or ChatGPT and fix them together.
Scheduled reports
SoonWeekly or monthly digests emailed to your team or board — what changed, what got done.
Create issues & export
SoonPush findings to Jira or GitHub, or export polished PDFs, slides, and custom reports.
Ask follow-ups your report can't answer
The chatbot has every metric from your analysis at its fingertips — bus factor, code ownership, churn, contributor history. Ask in plain language. Get a structured answer with the data behind it.
Example questions
One real conversation about a real open-source project. Click a question to scroll, or click the screenshot to read the full conversation.
Don't just ship — know what you're shipping
Built my app with AI, ran StackGrit, and it found problems I didn't know existed. The best part — I fed the report straight back into Claude and fixed everything. My score improved with every iteration.
Siim Puskai
Vibe Coder at Drywall Quote
Honestly skeptical at first — what would AI find that I'd miss? Turns out, quite a lot. We fixed the issues it found, improved our score, and now I want to run it on every project.
Martin Mikson
Senior Full-Stack Developer at Stagnation Lab
84% of developers now use AI coding tools.
Is your team actually shipping more?
AI is changing how your team ships software. StackGrit shows you who's adapting, what's actually shipping, and whether the speed comes at the cost of quality.
Start free. Upgrade when you need more.
Your first analysis is free — no credit card required. When you need more, pick a plan.
Starter
For solo founders and small projects
- ~2 analyses per month*
- Unlimited projects
- Unlimited team members
Team
For teams managing multiple projects
- ~8 analyses per month*
- Unlimited projects
- Unlimited team members
Business
For organizations that need full visibility
- ~20 analyses per month*
- Unlimited projects
- Unlimited team members
* Estimates for medium-sized projects.
Pick a plan after you see your first report.
Your code stays yours
We analyze your code to help you understand it — not to keep it, sell it or learn from it.
What we do
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Never store your code
Source code is cloned, analyzed and immediately deleted. Nothing persists.
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Encrypt everything
All data encrypted in transit and at rest.
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You control access
Choose exactly who on your team sees what. Full role-based permissions.
What we never do
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Train on your code
Not ours, not anyone else's. Ever.
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Share with third parties
Never shared, sold or made available to anyone.
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Access without permission
No one at StackGrit touches your data without explicit consent.
We built StackGrit the way we'd want a tool to handle our own code. Security isn't a feature — it's the foundation.
Questions you might have
How do you handle my source code?
Your code is cloned for analysis and immediately deleted when done. Nothing persists on our servers. We never train on, share or retain your source code.
Do I need to be technical to use StackGrit?
No. Invite a team member to connect your repository — it takes them 2 minutes. You own the account and get the full report. Everything is written in plain language.
What languages and frameworks do you support?
All major languages and frameworks are supported. The AI adapts its analysis to the specific stack your project uses.
How long does an analysis take?
Most analyses take 30 minutes to an hour and a half, depending on project size. You get an email when it's ready — no need to wait around.
Is this just ChatGPT with my code pasted in?
No. StackGrit runs a multi-stage analysis pipeline that cross-references architecture patterns, git history, dependency databases and known vulnerabilities. A single prompt can't do cross-file architecture analysis, historical trend tracking or real-time CVE lookups.
What if the AI gets something wrong?
Every finding includes a confidence score and links to the specific code that triggered it. You can flag anything as incorrect and the analysis improves over time. We're transparent about what AI can and can't do.
We already use SonarQube / Snyk. Do we need this too?
StackGrit isn't a replacement for developer tools. It's the executive layer on top. Your team keeps their tools — we translate technical signals into business decisions. If you're a manager or project owner who needs to understand project health without diving into developer dashboards, StackGrit is for you.
Can I share reports and control who sees what?
Yes. Share links with anyone — no account needed. Role-based access controls what your team sees.
Will this expose individual developer performance?
StackGrit maps who knows what and where knowledge is concentrated — so you can spot bus-factor risks and growth opportunities. It's about building a stronger team, not ranking individuals.
Can StackGrit review AI-generated or vibe-coded projects?
Yes — that's where it's most useful. Whether you built with Cursor, Claude Code, Lovable, or Bolt, StackGrit reads the whole codebase and gives you a plain-language map of what's there: architecture, risks, security gaps, and what to fix first. Especially valuable once a project starts feeling brittle — when every new fix breaks something else.
Can I use StackGrit to verify outsourced development work?
Yes. Connect your vendor's repository and get an independent quality assessment. Many agencies and clients use StackGrit reports as part of project handovers and ongoing quality verification.
Can I cancel anytime?
Yes. No contracts, no cancellation fees. Your reports stay accessible after cancellation.
See what's really going on in your codebase
Your first report is on us — no credit card required. Set up takes less than two minutes.
Analyze your project free