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· Past edition · 6 stories
Retrospective edition reconstructed from later captures. Paper versions may include later updates; coverage labels describe the evidence used.
Agent frameworks & orchestration
A useful enterprise agent needs more than retrieval: it needs maintained context about people, projects, priorities, and obligations—and runtime controls that keep context from becoming authority.
Why it matters: For agent builders, separating evidence from derived memory makes errors easier to trace, while user corrections and runtime boundaries help keep recommendations from turning into unauthorized actions.
Agent frameworks & orchestration
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A Python preview package adds durable, cross-session memory to Microsoft Agent Framework through a context provider that retrieves before a run and processes new turns afterward.
Why it matters: Developers can add retrieval and memory processing as a composable provider rather than orchestrating a separate pipeline. Cross-session recall depends on supplying a stable user_id, which the source advises deriving from the authenticated user rather than accepting an arbitrary request value.