← Today's brief

Developers · Updated 26 Oct, 02:02 am IST

Talk frames 'context engineering' as enduring challenge for AI developers

Image: Hacker News (100+ points)

Why it matters for readers: This explains why AI systems sometimes misunderstand instructions and what engineers do to fix that.

  • The talk argued that knowing when to be deterministic and when to be probabilistic is central to context engineering.1
  • The presentation covered 'context fails & fixes' and served as a sort of state-of-the-field update.1
  • Slides and a lightly edited transcript of the talk were shared with the community.1
  • The presenter said they are writing a book titled The Context Engineering Handbook and discussed it with O'Reilly in June 2025.1

Get a brief like this every morning

Uzha reads hundreds of sources and gives you the stories that matter for your work, with every source linked. Free.

Get started