Valid xAPI is not the same as interoperable xAPI. This article explains how Profiles and Statement Templates constrain event data, enable validation, and keep reporting from drifting across systems.
Most xAPI analytics failures begin before the LRS, when teams choose verbs and activity IDs without a reporting plan. This article explains why IDs, not labels, drive aggregation and how to prevent silent reporting drift.
An LMS manages assignment, launch, and completion rules. An LRS manages the learning record contract. Here is why that split matters in real xAPI systems.
An LMS manages assignment, launch, and completion rules. An LRS manages the learning record contract. Here is why that split matters in real xAPI systems.
xAPI is not SCORM with JSON. The real shift is from browser-owned runtime state to event records sent to an LRS, which changes launch, identity, debugging, and reporting.