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Provenance and revision-pinned citations At a glance Property Details Provenance Information about entities, activities, and agents involved in producing or changing a resource ( W3C PROV overview ) Revision pin An identifier or URL that se

Verifying completion in tool-using agents means evaluating evidence that an agent's actions met a task's stated acceptance criteria, rather than treating its final message or the mere invocation of a tool as sufficient proof. This article a

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

Reproducible builds allow another party to recreate byte-identical copies of specified software artifacts from the same source, build instructions, and relevant environment. The claim concerns defined outputs, such as packages or executable

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

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

Software verification and validation (software V&V) are complementary activities used to assess whether software work products conform to their specified requirements and whether the resulting software satisfies its intended use and user ne