Unverified50% confidenceSolutionExact time
ThinkRail introduces the concept of "Living specs": a graph of specification files maintained alongside the code, which the agent both reads and maintains.
1
Sources
50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA living spec is a continuously updated specification corresponding to a current capability (such as billing, authentication, or member profiles) that is automatically loaded before each coding task involving that capability begins, and automatically written back after the task is completed.65% similarUnverifiedWrite-back content is written into the feature specification and appears in the same PR diff as the code, so that changes to the living spec are actually reviewed.62% similarUnverifiedThinkRail's review feature allows users to mark code as a 'problem', record pending items, and later jump to the corresponding location or mark it as resolved; the agent will also try to fix the marked problems.62% similarUnverifiedA Feature Store is used to solve the training-serving skew problem, i.e., to ensure that the feature computation logic used during model training is completely consistent with that used during online inference.60% similarUnverifiedLiveness Probe and Readiness Probe in Kubernetes are engineering implementations of the heartbeat detection concept in the container orchestration domain.58% similar
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