This desk tracks agent APIs, connector standards, authorization changes, tool controls, observability, deprecations, and verified incidents that affect real deployments.
This recurring review follows official frameworks, classroom guidance, accessibility, teacher development, student competencies, and studies that measure learning rather than novelty.
This desk follows official transparency rules, technical provenance standards, platform implementation, enforcement guidance, and real interoperability results.
This recurring change log filters model, API, agent, connector, evaluation, data-control, and coding-tool updates through one question: what existing workflow could behave differently now?