Model 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 readEngineeringA migration worksheet for MCP’s stateless 2026-07-28 wire model
The MCP 2026-07-28 revision documents a stateless transport model, per-request metadata, and standardized HTTP requirements. This worksheet turns those documented changes into bounded inventory and test questions for teams upgrading remote servers, with the official C# SDK as an implementation lens.
Super Genius Labs Editorial · Aug 19, 2026 · 3 min readEngineeringA two-plane worksheet for agent operating systems—and an explicit infrastructure boundary
A two-plane worksheet helps platform teams separate governance decisions from runtime coordination, then make deployment context and infrastructure ownership reviewable at every boundary.
Super Genius Labs Editorial · Aug 18, 2026 · 3 min readEngineeringGive 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 readEngineeringWhere to place the trust boundaries for shared agent memory
Persistent memory can carry influence across agent runs. An SGL decision map separates storage, provenance, retrieval, authority, and recovery so one session boundary does not bear the entire security model.
Super Genius Labs Editorial · Aug 16, 2026 · 5 min readEngineeringSelf-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 readEngineeringAn admission gate for third-party agent skills
Third-party agent skills can combine runtime instructions with executable scripts. A bounded admission process can verify provenance, content, permissions, isolation, updates, and revocation before granting access.
Super Genius Labs Editorial · Aug 14, 2026 · 5 min readThinkingWhat evidence should healthcare AI operators retain for non-device software?
FDA’s patient-safety inquiry gives healthcare AI operators a bounded prompt: preserve intended use, observed benefits, safety signals, implementation lessons, governance practices, and evidence ownership without treating an operational record as a legal classification or proof of safety.
Super Genius Labs Editorial · Aug 13, 2026 · 4 min readEngineeringA 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 readThinkingRead Cortex AI Gateway as an announced control plane—not a verified operating result
Snowflake has announced one control layer for agent access, activity records, interoperability, and AI spending. Preview status leaves its behavior, coverage, and enforcement open to operator verification.
Super Genius Labs Editorial · Aug 11, 2026 · 3 min read