New 80 sourced stories and incidents →

What really breaks when you ship with AI, and the prompt that fixes it.

Real, sourced stories from people building with Lovable, Cursor, Claude Code, Bolt and Replit: leaked keys, open databases, broken payments, fix loops. Each one ends with a copy-paste prompt for your own AI tool.

48 build stories32 security incidents15 topicsEvery story links to its source
shipsafe / stories
Build storyLovableGitHub

Cut Lovable credit use on small fixes

The builder likes the finished site but says small fixes were the expensive part. Moving edits to GitHub plus Claude helped.

Fix promptCopy prompt
I keep running out of usage or credits with Lovable. Help me work more efficiently without lowering quality. 1) Suggest how to split my current task into small checkpoints I can commit, so a limit pauses me instead of losing work. 2) Tell me which kinds of edits I can do myself or with a cheaper model or mode (plan/chat mode, smaller model). 3) Write a short project brief (stack, key files, rules) I can reuse so I don't spend tokens re-explaining. 4) Give me a checklist to review my plan's usage dashboard and set alerts or a spending cap. Don't start coding yet.

Latest stories

Fresh from the builder community

Summarised in plain English, with the original post linked.

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Build story·Reddit r/ClaudeAI·Aug 2026

Start simple and use git branches early

A non-coder lists lessons from six months: start simple, stop working on main, plan features first, and don't let it become a 14-hour-a-day habit.

Claude CodeSource ↗
Build story·Reddit r/vibecoding·Aug 2026

Understand the auth code your AI wrote

A beginner had auth, a Postgres schema and deployment running in a weekend, then realised they couldn't tell whether the server-side permission checks were secure.

Claude CodeSource ↗

Security incidents

Latest security incidents

Public incidents involving AI-built apps and agents, and how to avoid the same thing.

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Security incident·X·Oct 2026

Protect your Anthropic API key from theft

The builder behind PurePath says someone got hold of their Anthropic API key and ran up roughly $500 of model usage. A follow-up post says support called the credits non-refundable.

Anthropic APISource ↗
Security incident·X·Oct 2026

Lock down MCP servers that can deploy

Apiiro disclosed a CVSS 10 vulnerability in argocd-mcp, the MCP server linking AI coding agents to Argo CD; exposed HTTP servers could allow unauthorized deployments.

MCP · Argo CDSource ↗

How it works

Learn from someone else's bad day

1

Read a real story

What went wrong, what it cost, and how they found out, with the source linked.

2

Copy the fix prompt

Paste a ready-made prompt into Lovable, Cursor, Claude Code or any AI tool to check your own app.

3

Ship safer

Launch knowing the common traps: keys, database rules, auth, payments and deploys.

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