An archive of decisions, failures, changes, and shipped work. The record stays useful by keeping the sequence—and the limits—visible.
Long-running agent recovery depends on preserving execution state, pending decisions, artifacts, and side-effect history rather than simply retrying the last request.
A retry is easy to reason about when the request is the whole unit of work. It fails, you try again, and — provided the operation is safe to repeat — nothing particularly complicated has happened.
A May 2026 Liminal Tarot paywall failure showed why a build instrumented to expose a runtime defect was not yet the artifact that should cross the release boundary.
A multi-model gateway can reduce coupling to individual models while concentrating routing, billing, observability, and policy in the abstraction layer itself.
A reconstructed decision note on why Dream Atlas separated its public archive, noindex workspace, and mutable demo into distinct authority lanes.
A reconstructed Liminal Tarot release incident about stale native assets, candidate identity, and why a green source tree cannot prove what reached a device.