AtRisk - Continuous security platform for AI-built applications

What is AtRisk

If you've been shipping with AI, you know the drill. You vibe-code a feature, push it to staging, and before you know it, it's live. The speed is exhilarating — but there's a nagging thought in the back of your mind: did anyone actually check this for security? For teams building fast with AI, security review often falls by the wayside, not because you don't care, but because traditional security tools weren't built for this pace.

That's exactly where AtRisk comes in. It's a continuous security platform designed specifically for AI-built applications. Instead of asking you to bolt on a separate security process, AtRisk creates one unified loop that covers your entire tech stack: it autonomously reviews your live URLs, scans your connected GitHub repositories, and inspects your pull requests — all in one place.

Think of it as a security reviewer that never sleeps. When you paste a URL into AtRisk, it runs 100+ security checks covering everything from HTTP headers and secrets patterns to redirects and AI-surface exposure (think exposed LLM keys or unguarded AI endpoints). Every scan produces a Ship/Block score — a clear, tangible metric that tells you whether your code is safe to ship or needs attention first.

What makes AtRisk different from a standard vulnerability scanner is the integration. It's not a one-shot report that you get and forget. It connects live site findings to the exact lines of code in your GitHub repos, groups related issues in a shared inbox, and gives you AI fix prompts you can use right inside Cursor or Claude Code. You discover the problem, fix it, and re-scan to prove it's resolved. For teams running in production, the Pro plan adds a CI/CD deploy gate that can block unsafe deployments before they happen.

AtRisk's Core Features

Live URL Security — Instant Answers Without Setup

You can use it to scan any public URL — production, staging, or even a vibe-coded prototype you're not sure about — and get a Ship/Block score in seconds. No GitHub connection needed, no configuration, just paste the URL, click scan, and you have a verdict. This is the fastest way to get a security baseline on anything you've shipped.

Linked Findings — Connect the Dots Between Site and Source

You can use it to stop playing detective. When AtRisk finds an issue on your live URL, it maps that finding directly to the corresponding code in your connected GitHub repository. Matching issues are grouped together in a single inbox, so instead of juggling vulnerability reports alongside your codebase, you see exactly where the problem lives in your source. One place, one view, no guessing.

Code & Pull Request Reviews — Catch Problems Before They Merge

You can use it to automatically review qualifying pull requests for ship-safety. Every review scans for secrets, dependency risks, authentication issues, and AI-surface exposure. The results are concrete and actionable — for example, AtRisk might flag a Client LLM key in response (Critical), a Missing CSP in next.config (Warning), a Hardcoded secret in repo (Critical), or an Auth cookie without Secure (Warning). These reviews are built into both the Starter and Pro plans, so your team gets security feedback right where you already work.

IDE Integration & Fix Workflow — Fix Without Leaving Your Flow

You can use it to turn findings into fixes. AtRisk surfaces each issue alongside the linked source file and a ready-to-use AI fix prompt. You can copy the prompt directly, or use MCP (Model Context Protocol) support to feed it straight into Cursor or Claude Code. The workflow is simple: discover and rank issues → open the linked file → deploy the fix → re-scan the live URL to confirm it's resolved. No tab-switching, no context loss.

CI/CD Integration (Pro) — Security Gates in Your Pipeline

You can use it to make security a hard checkpoint in your release process. The Pro plan includes a GitHub Action with SARIF support that acts as a CI deploy gate — unsafe changes fail before they ship. There's also a Vercel production deploy signal that warns your team (warn-first) before a risky deployment goes live. Security stops being a separate step and becomes part of the pipeline itself.

Who Is Using AtRisk

Vibe-coders & AI-First Builders

You're prototyping fast with AI tools, and features go from idea to deployed in a single sitting. AtRisk fits your flow because there's zero setup — paste a URL, get a Ship/Block score in seconds. You don't even need to connect a GitHub repo to get value from a URL scan. It answers one question instantly: is what I just built safe to share?

Solo Founders Shipping Full-Stack Apps

You're wearing every hat — product, marketing, support, and yes, security. When you're building a full-stack app alone, vulnerabilities can hide in the gap between your live site and your source code. AtRisk's linked findings bridge that gap, giving you one inbox where issues from your deployed app and your repository are grouped together. You fix things in the right place, the first time.

Small Engineering Teams

Your team is moving fast and shipping often. The automatic PR reviews built into the Starter plan are a quiet safety net — they scan every qualifying pull request for secrets, dependency issues, and auth problems before code hits the main branch. It's like having a security reviewer on every merge, without slowing anyone down.

Teams Standardizing on Cursor or Claude Code

If your team lives inside AI-powered IDEs, AtRisk meets you there. The MCP support and paste-ready fix prompts mean you can go from a flagged finding to a proposed patch without leaving your editor. Remediation is no longer a separate task — it's part of your normal workflow.

Teams Needing Release Confidence

When shipping to production, there's no room for "we'll check later." The Pro plan's CI deploy gate (GitHub Action + SARIF) blocks unsafe deployments at the pipeline level, and the Vercel production deploy signal gives you a warn-first heads-up. You ship with confidence because the gate already did its job.

Technical Capabilities & Design

Source-Linked Findings — Bridging Deployment and Development

Most security tools give you a list of problems without telling you where the code lives. AtRisk closes that gap by mapping live URL findings to the actual code in your connected GitHub repositories. When a vulnerability shows up on your deployed site, you see the source file responsible — no archaeology required.

Read-Only, Non-Invasive Scanning

AtRisk is deliberately not a penetration test. All scans are read-only, running against public URLs and connected repos without any exploitation or site modification. It observes, analyzes, and reports — it never touches your systems in ways that could cause damage or downtime. That makes it safe to run continuously, even in production.

100+ Live Checks Across Multiple Attack Surfaces

The live scanning engine runs over 100 checks covering HTTP headers, secrets patterns, redirects, and AI-surface exposure — including LLM keys and AI endpoints that traditional scanners might miss. This broad coverage means you're not just checking the basics; you're getting a security posture read on the parts of your stack that AI builds make uniquely risky.

PR Security Analysis with Actionable Detail

Pull request reviews aren't just a pass/fail. AtRisk flags critical issues like client LLM keys leaking in responses or hardcoded secrets in the repo, and it goes further by providing suggested hunks (the specific code changes needed) and fix prompts. Your team doesn't just know what's wrong — it knows exactly how to fix it.

The Verification Loop — Proof, Not Promises

AtRisk never hands you a one-shot report and walks away. The workflow is built around verification: mark a finding as fixed → re-scan the live URL → confirm the issue is genuinely resolved. This proof loop ensures that "fixed" actually means fixed, not just "we hope it's better now."

AtRisk's Pricing Plans

The pricing philosophy is straightforward: let you see what's happening before you commit. The free account shows you finding counts with blurred details — enough to know there's an issue, but not enough to act on it. When you're ready for full remediation, linked findings, and CI controls, Starter and Pro plans unlock everything.

Monthly pricing is $29 for Starter and $49 for Pro. (Yearly billing is available only if Polar, our billing provider, offers it at checkout — public pricing is monthly.)

Frequently Asked Questions