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Measure repository writes, shared-ref contention, CI fan-out, cache behavior, and review queues before raising agent concurrency.
Super Genius Labs Editorial · Oct 11, 2026 · 5 min readTurn Microsoft Agent Framework’s shared-client concurrency contract into a host-level test grid
Test shared chat clients against event-loop, thread, session, and streaming boundaries before approving a Python agent-host topology.
Super Genius Labs Editorial · Sep 9, 2026 · 6 min read