The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) Building an Immune System for AI Generated Software with Animesh Koratana - #746
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Sep 9, 2025 Join Animesh Koratana, founder and CEO of PlayerZero, as he delves into the exciting world of AI-assisted coding tools. Discover how rapid advancements in AI have created a gap between code generation speed and effective maintenance processes. Animesh discusses the innovative use of code simulations to build a memory bank of past bugs and predictive models to enhance software reliability. He also explores the future of the software development lifecycle, emphasizing the need to adapt organizational workflows for an AI-driven landscape.
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Software As An Organism
- Software must be treated as a living organism that evolves and interfaces with reality.
- Build an "immune system" layer that constantly learns from interactions to protect software over time.
Early Exposure Shaped the Problem
- Animesh traced his interest to helping his father's startup where only two people knew the system.
- That early experience framed his view that future code might be understood by zero humans without new maintenance processes.
Asymmetry Between Output And Process
- The speed of AI code generation outpaces maturity of processes for maintenance and support.
- This asymmetry risks a reckoning unless verification and support processes scale with output velocity.