A Security Review Prompt That Does Not Replace Testing
Use a bounded AI security review prompt to produce traceable candidate findings, safe test ideas, and explicit uncertainty without mistaking output for proof.
Security guidance for AI-built apps.
Read LyraShield AI research and practical guidance on securing AI-built apps, interpreting security evidence, verifying findings, and retesting fixes.
Browse by category
6 categories- Builder workflowsVibe-Coding SecurityPractical security habits for builders shipping apps written largely by AI coding tools.92articles
- Identity & data boundariesAccess ControlAuthentication, authorization, row-level security, and sessions — keeping the wrong people away from the right data.44articles
- Browser attack surfaceWeb SecurityHeaders, CORS, injection, and the rest of the browser-facing attack surface of a modern web app.40articles
- Dependencies & pipelinesSupply ChainDependencies, packages, CI/CD, and third-party services — securing the code you didn't write yourself.17articles
- Autonomy & guardrailsAgent SecurityPermissions, prompt injection, sandboxing, and guardrails for coding agents and agent-native applications.24articles
- Evidence & retestingVerificationChecking that findings are real and fixes actually hold: evidence, retesting, and honest security claims.91articles
More practical guidance
100 articles
Stop Exposing API Keys in Frontend Code
Identify secrets shipped in browser bundles, move privileged calls behind a server boundary, and rotate exposed credentials safely.
What an app security score can and cannot mean
Read an app security score as a versioned summary of scoped evidence, not a breach prediction, universal benchmark, or guarantee of safety.
Test Backup Restore Before Agents Touch Production
Prove backup recoverability in an isolated restore drill before a coding agent receives destructive production access.
Secure a Base44 App Before Launch
Separate Base44 app visibility from data permissions, review table access and backend secrets, then verify the deployed app with distinct accounts.
Secure a Bolt App Before Launch
Identify the Bolt backend, protect server functions and webhooks, test database policy, and verify the published deployment.
Stop Brute Force and Account Enumeration
Make authentication responses uniform, throttle online guessing by account and network signals, and test recovery flows safely.
Prevent CI/CD Agents From Becoming a Confused Deputy
Keep untrusted pull requests outside privileged CI jobs with narrow tokens, protected deployments, bound OIDC claims, and verified artifacts.
Secure a Claude Code Project
Constrain Claude Code permissions, sandbox access, MCP tools, and release actions while keeping the coding workflow useful.
Create a Security Report for a Client Handoff
Build a client security handoff with executive context, technical evidence, coverage limits, finding states, retests, owners, and secure delivery.