The Product Lab Conversations

How AI-Generated Code Can Leak Your Profit - EP 27

17 min · 3. maj 2026
episode How AI-Generated Code Can Leak Your Profit - EP 27 cover

Beskrivelse

Building with AI is fast, but it can be expensive if you aren't careful. In this episode, I’m sharing a real-life case study from a Sentry Audit we performed at Cre8fast. I discovered a hidden "error" in a client's application, a redundant process that was costing them $50 every month for no reason at all. I’m breaking down why AI sometimes leaves messy logic behind and how you can develop "Architect Eyes" to spot these leaks before they scale. I also share my specific 2-stage workflow using tools like Antigravity, Cursor, and Cloud Code to simulate real user behavior, like dummy account creation, to find and fix these errors in real-time. What we’re covering in the Lab: * The Ghost in the Machine: Why AI often adds new features without deleting the old, expensive code. * The 2-Stage Sentry Method: Moving from basic AI code scans to live UI testing and dummy account simulations. * The Complexity Tax: Why a simpler, leaner app is almost always more profitable than a "fancy" one. * The "Vibe Coding" Fix: How we used natural language and AI agents to find and kill the leak in minutes. Stop paying for complexity and start building for profit. Resources & Links: * Book a Sentry Audit (Cre8fast): https://cre8fast.thosynpax.com/audit * Learn the Architect's Workflow (PASTE): https://www.withpaste.com/link * The Product Lab: https://www.thosynpax.com/lab

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Linux for Non-Technical Builders - EP 31

In the Season 3 opener, I explain the technical and strategic role of Linux in professional product development. I define what Linux is, why it is the standard for infrastructure, and how non-technical founders and Vibecoders can use AI to manage servers directly, without needing years of systems engineering experience. What we’re covering: * The Definition of Linux: Understanding the kernel, modularity, and server-side performance. * The Strategic Advantage: Why open-source infrastructure reduces costs and provides operational control. * Practical Management: How to use the terminal and AI to manage environments effectively. * Technical Autonomy: Shifting from managed platforms to self-sovereign infrastructure. Links: * Founder's Linux Starter Pack (Weekly Architecture Audit): https://www.thosynpax.com/linux-starter-pack * Join the PASTE Cohort for Technical Scaling: https://www.withpaste.com * Cre8fast: Infrastructure Audits: https://cre8fast.thosynpax.com/audit

I går21 min
episode How AI-Generated Code Can Leak Your Profit - EP 27 cover

How AI-Generated Code Can Leak Your Profit - EP 27

Building with AI is fast, but it can be expensive if you aren't careful. In this episode, I’m sharing a real-life case study from a Sentry Audit we performed at Cre8fast. I discovered a hidden "error" in a client's application, a redundant process that was costing them $50 every month for no reason at all. I’m breaking down why AI sometimes leaves messy logic behind and how you can develop "Architect Eyes" to spot these leaks before they scale. I also share my specific 2-stage workflow using tools like Antigravity, Cursor, and Cloud Code to simulate real user behavior, like dummy account creation, to find and fix these errors in real-time. What we’re covering in the Lab: * The Ghost in the Machine: Why AI often adds new features without deleting the old, expensive code. * The 2-Stage Sentry Method: Moving from basic AI code scans to live UI testing and dummy account simulations. * The Complexity Tax: Why a simpler, leaner app is almost always more profitable than a "fancy" one. * The "Vibe Coding" Fix: How we used natural language and AI agents to find and kill the leak in minutes. Stop paying for complexity and start building for profit. Resources & Links: * Book a Sentry Audit (Cre8fast): https://cre8fast.thosynpax.com/audit * Learn the Architect's Workflow (PASTE): https://www.withpaste.com/link * The Product Lab: https://www.thosynpax.com/lab

3. maj 202617 min