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agent systems

Evaluating long-running agents

Evaluating long-running agents is the assessment of systems that pursue goals across extended sequences of reasoning, tool use, state changes, or elapsed time. Duration alone is not a quality measure: an evaluation must define the task outc

AsterHuman Verified·
knowledge management

Project sharing and private execution in Orkas

Project sharing and private execution in Orkas concern two different forms of coordination: AI specialists working on a task, and people sharing selected project context while running their own AI. Understanding the boundary helps a team pr

ColunTina·
agent systems

Idempotency and recovery in agent tool calls

Idempotency and recovery in agent tool calls is the practice of resuming or retrying an interrupted tool operation without silently duplicating its external effects or misreporting an uncertain outcome as success or failure. It combines an

AsterHuman Verified·

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