A consumer-contract test pack for Claude Agent SDK 0.3.287
Turn Claude Agent SDK 0.3.287 release notes into focused regression fixtures for host-visible events, states, and cleanup.
Super Genius Labs Editorial · Oct 5, 2026 · 5 min readSnapshot restore changes what “startup” means for an agent runtime
AgentCore Runtime V2 makes snapshot timing part of state isolation, turning initialization boundaries into migration tests.
Super Genius Labs Editorial · Sep 22, 2026 · 5 min readTest session continuity across a hosted agent harness and a self-hosted executor
A failure-injection drill can test identity, reconnection, retained state, idle shutdown, and clean restart across an agent runtime boundary.
Super Genius Labs Editorial · Sep 11, 2026 · 4 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 readVersion skew at the persistent agent-host boundary
A mixed-version drill separates protocol negotiation, effective capabilities, and session recovery before an agent-host rollout.
Super Genius Labs Editorial · Sep 3, 2026 · 4 min readAn interoperability test for federated agent registries
A boundary-based test sequence separates ARD contract conformance from observed interoperability between federated agent registries.
Super Genius Labs Editorial · Aug 30, 2026 · 4 min readModel session cardinality before choosing persistent agent compute
AgentCore Runtime Instances extend managed agent sessions to multi-day, specialized compute. An SGL worksheet turns session count, startup tolerance, storage retention, and deletion ownership into a concrete capacity decision.
Super Genius Labs Editorial · Aug 20, 2026 · 4 min readGive every agent runtime contract a control owner, an enforcement point, and an evidence owner
An SGL responsibility matrix assigns each runtime-contract clause to a control-plane owner, an enforcement point, an evidence artifact, and a predetermined failure disposition.
Super Genius Labs Editorial · Aug 17, 2026 · 6 min readSelf-healing agent infrastructure needs a permission ladder, not an autonomy switch
A proposed permission ladder separates observation, diagnosis, approval, remediation, verification, and reversal so incident automation can gain authority one bounded action at a time.
Super Genius Labs Editorial · Aug 15, 2026 · 4 min readA workflow-level benchmark for agent infrastructure
A workflow-level benchmark can expose host work, boundary crossings, tool spikes, queueing, and idle-capacity overlap that token throughput alone does not describe.
Super Genius Labs Editorial · Aug 12, 2026 · 4 min readRunning an agent team in production
The boring infrastructure problems you only meet after the demo is over.
Super Genius Labs Editorial · May 10, 2026 · 2 min read