Sub-agents & orchestration

Split work across agents with clean, isolated contexts: agent frameworks, sub-agents, handoffs, workflows.

17 listed entries

Screenshot of the DSPy website

DSPy

Framework for programming, not prompting, language models: modules and optimizers that compile prompts.

tool

Website captured Oct 19

Context engineering

The set of strategies for curating and maintaining the optimal set of tokens during LLM inference, including everything that lands in context outside the prompt.

term

    Keep errors in context

    Leave failed actions and error messages in the history so the model learns from them instead of repeating them.

    process

      Sub-agent isolation

      Give focused tasks to sub-agents with clean context windows; they return condensed summaries to a lead agent.

      process

        Write, select, compress, isolate

        LangChain's four buckets of context engineering: save context outside the window, pull the right parts in, shrink it, or split it across agents and environments.

        term

          How they connect