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dependency-hygiene5 Min. Lesezeit

Your AI Assistant Just Shipped a Lockfile-Free Disaster

Missing or outdated lockfiles are a silent dependency-hygiene failure that AI coding tools make worse. Here's why it matters and how to fix it.

resilience5 Min. Lesezeit

Your API Doesn't Need a Bouncer. It Needs a Limit.

AI assistants write fast code, but they often skip basic input validation and size limits. That gap is how tiny requests turn into outages.

security5 Min. Lesezeit

Your AI Assistant Just Committed a Secret: The Hardcoded Credential Problem

AI coding tools are great at generating code, but they often hardcode API keys and passwords. Here's why that's dangerous and how to fix it.

security4 Min. Lesezeit

Make your AI coding agent scan for security issues before you ship

A practical walkthrough of wiring a security scanner into Claude Code or Cursor over the Model Context Protocol, so the agent that writes your code also checks it.

data-exposure4 Min. Lesezeit

Your Error Messages Are Leaking Secrets to Attackers

Verbose error messages expose stack traces, database schemas, and file paths. AI coding assistants often produce these by default, and developers ship them.

configuration4 Min. Lesezeit

Your AI Assistant Wrote a Secret Into main.py Again

AI coding helpers happily hardcode API keys when you ask for a quick demo. Stop storing secrets in source and move them to env vars before it ships.

ops-basics5 Min. Lesezeit

Your AI Assistant Won't Tell You to Handle SIGTERM

AI coding assistants often skip graceful shutdown logic. Here's why that oversight leads to data loss, hung connections, and angry users.

dependency-hygiene5 Min. Lesezeit

Your AI assistant forgot the lockfile, and that's a problem

AI coding helpers often skip lockfiles. That leads to non-reproducible builds and silent supply chain drift. Here is why it matters and how to fix it.

resilience5 Min. Lesezeit

Your AI Assistant Won't Remember Input Validation (You Still Have To)

AI coding helpers write happy-path code fast, but skip size limits and input checks. Here's why that breaks in production and how to fix it.