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Runtime Harness

The core idea behind Agiwo is that an agent system needs more than prompts and model calls. It needs a runtime harness.

In Agiwo, the harness is the combination of:

  • agent execution
  • tool contracts
  • scheduler orchestration
  • persistence and traces
  • memory and skills
  • operator-facing control surfaces
  • context optimization and improvement loops

Many frameworks stop at authoring. Agiwo treats runtime control as part of the product:

  • where execution truth lives
  • how child work is coordinated
  • how state is persisted
  • how traces are inspected
  • how long-running systems stay understandable

The phrase “self-improving agents” does not mean unconstrained autonomous self-modification.

It means the runtime is built for feedback loops:

  • traces and run history
  • skills and memory
  • context rollback
  • tool-result retrospect
  • operator visibility through the Console

These are the ingredients teams need when they want to add evaluation, correction, or adaptive behavior safely.