The Volcano by MagmaLabs | AI, Software Development & Product Engineering - The Volcano is the MagmaLabs blog covering AI, software development, QA, design, product engineering, and practical insights for modern digital teams.

Scalability Testing for AI-Built Apps: What Breaks First

Reading Time: 4 minutesThe Production Gap · Scale At 500 users, everything feels fast. At 50,000, the same code takes your…

Reading Time: 4 minutesHere’s how to add a favicon: put four files at the root of your site (favicon.ico, icon.svg, apple-touch-icon.png…

Reading Time: 3 minutesTo convert Celsius to Fahrenheit, multiply by 9/5 (or 1.8) and add 32: °F = °C × 9/5…

Reading Time: 5 minutesSelling to Enterprise · Security Review The champion loves your product. Then a spreadsheet with hundreds of questions…

Reading Time: 4 minutesFounders & Investors · Technical Due Diligence The term sheet looks great. Then the investor asks for read…

Reading Time: 5 minutesYour app works, and your first customers are live. Then one day, a customer sends you a screenshot…

Reading Time: 4 minutesThe Production Gap · Fix or Rebuild Every new feature breaks two old ones. Then someone on your…

Reading Time: 4 minutesAI Engineering · AI FinOps Tokens got cheaper. Your AI bill didn’t. Per-token prices have dropped sharply since…

Reading Time: 3 minutesProduct Engineering · Agent-Ready Software Your next power user won’t log in. It will call your API. Salesforce…

Reading Time: 4 minutesAI Engineering · Debugging Agents Your agent does not crash. That is the problem. When traditional software breaks,…