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Danube Labs

Insights

Notes from the work.

Practical guides on AI coding agents, LLM costs, websites and custom software: what we built, what it cost and what we would do differently.

Articles tagged Security

  • 8 min read

    Keys and Secrets in Development: Accidents, Not Attacks

    Most leaked credentials were never hidden well: they were committed, pasted, logged or shipped to the browser. The practical rules that keep them out, and how to rotate one that got through.

    • Developer tools
    • Security
  • 8 min read

    Row-Level Security in Supabase: Test It Before You Ship

    In Supabase the database is reachable through an API, so row-level security is the access control. Here is what it does, the mistake that exposes a table, and how to test a policy as anon and as a signed-in user.

    • Databases
    • Security
  • 9 min read

    Anatomy of an Autonomous Security Agent

    An autonomous security agent is an architecture problem before it is a model problem. Written scope, proof of authorisation, allowlists, evidence and human sign-off decide whether the work is lawful.

    • Security
    • AI
  • 9 min read

    Prompt Injection Is the New SQL Injection

    Every business that adds a chatbot or an agent now owns an input-validation problem it did not have. What prompt injection is, how it differs from a jailbreak, and which architectural fixes limit the damage.

    • Security
    • AI
  • 9 min read

    A Security Reading List That Stays Useful

    Security reading lists rot faster than any other kind. We publish the method we use to judge, prune and date one, plus fifteen entries checked in October 2026.

    • Security
  • 7 min read

    Client Accounts Do Not Belong in Your Main Browser

    A shared browser profile puts every client session in one cookie jar, under extensions that can read them all. Here is what a stolen session grants, and what real isolation means.

    • Security
    • Privacy
    • Developer tools
  • 8 min read

    Zero Data Retention in AI Routers: Does ZDR Survive Every Hop?

    Zero data retention means a provider stores neither your prompt nor the answer. Through a router the promise must hold at every hop. Here is what OpenRouter, OpenCode and Command Code document as of 4 October 2026.

    • Security
    • AI
    • LLM
  • 7 min read

    Does ChatGPT Use My Data for Training? Privacy Settings Guide

    On personal plans, ChatGPT may train on your chats unless you opt out. Compare ChatGPT, Gemini, Claude, Copilot and others: training defaults, opt-outs, temporary chats and retention, checked 4 October 2026.

    • AI
    • Security
    • Guides
  • 8 min read

    Cybersecurity for Small Business: The 10 Steps That Matter

    Cybersecurity for small business starts with ten habits: unique passwords, 2FA, payment checks, updates, tested 3-2-1 backups and an incident plan. Checklist and Romanian contacts included.

    • Security
    • Small business
    • Guides
  • 7 min read

    Manage Multiple Vercel Accounts Without Logging Out

    Give every Vercel, Netlify, Cloudflare, Supabase or Gmail account its own isolated browser session and you can switch without logging out. Here are the options, the security trade-offs and the rules to check.

    • Developer tools
    • Productivity
    • Security