Reassessing the LLM Landscape & Summoning Ghosts

Reassessing the LLM Landscape & Summoning Ghosts

From The Real Python Podcast by Real Python

April 17, 2026 · 1h 15m · Episode 291

About this episode

Jodie Burchell discusses the current techniques and shifts in the AI coding landscape.

What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape.

People in this episode

Guest: Jodie Burchell

Topics covered

  • LLM-based systems
  • context engineering
  • multi-agent orchestration
  • AI coding landscape
  • data science

Keywords

  • LLM
  • context engineering
  • multi-agent orchestration
  • AI
  • data science
  • JetBrains

Mentioned in this episode

Organizations: JetBrains

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