The quality of AI-assisted software depends on unit of work management
The craft of AI-assisted software creation is substantially about correctly managing units of work.
How to Fix Your Context
dbreunig.com6 tactics for fixing your context and shipping better agents. As Karpathy says, building LLM-powered apps means learning to ‘pack the context windows just right’—smartly deploying tools, managing information, and maintaining context hygiene.
Fight context rot with context observability
TL;DR: You can’t fix what you can’t see. I built a tool that pulls apart LLM context into meaningful components that you can see, measure, and then...
Context Engineering for Agents
Patterns for managing agent context.
Episode #295: Agentic Architecture: Why Files Aren't Always Enough – The Real Python Podcast
What are the limitations of using a file-based agent workflow? Why do massive context windows tend to collapse? This week on the show, Mikiko Bazeley from MongoDB joins us to discuss agentic architecture and context engineering.
Simon Willison on llm-tool-use
68 posts tagged ‘llm-tool-use’. Tool use is when an LLM is instructed to occasionally request that an external tool be run on its behalf, with the result passed back to the model for further …