Context and Tool Orchestration
The corpus treats context as a limited control resource rather than a passive transcript. The common goal is to keep deterministic work out of model reasoning, reveal tools progressively, retain only useful intermediate state, and preserve enough observability for a person or evaluator to assess the result.
Synthesis
- Prompt caching, compaction, repository instructions, and document-and-clear workflows address context growth across multi-step work. [src] [src]
- Tool Search and programmatic tool calling defer schemas or filter intermediate results, while deterministic data fetching can be implemented as ordinary code before the model handles ambiguity. [src] [src]
- Programmatic orchestration creates new control surfaces for concurrency, guardrails, and result filtering, but it also moves more behavior into code that must be observable and testable. [src]