The Programming Podcast

Coding Just Got Disrupted?!? | Leon & Danny React

Feb 5, 2026
A lively take on Karpathy's claim that coding workflows shifted to agent-driven work. They react to English-first programming, agentic automation and sleeping agents. Conversation covers the builder vs idea-person shift, risks of skill atrophy, and a looming flood of messy AI-generated code. They also explore new tooling and what 2026 might bring for software work.
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INSIGHT

Rapid Shift To Agentic Coding

  • Andrej Karpathy moved from 80% manual coding to 80% agent-driven coding in weeks, showing an inflection in workflows.
  • Leon Noel and Danny Thompson argue this shift reflects both model improvements and better prompting techniques.
ANECDOTE

EventConvo Built Faster With Agents

  • Danny describes building EventConvo with agentic workflows and credits AI as a force multiplier for shipping features fast.
  • He says this output level would have been impossible with 2019 manual coding speed.
INSIGHT

Errors Moved From Syntax To Concept

  • Models now produce fewer trivial syntax errors but more subtle conceptual mistakes that mimic eager junior devs.
  • Danny and Leon recommend watching agents like a hawk and keeping an IDE open for oversight.
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