[Core/Resilience] Deploy Hardware-Level In-Flight Packet Replay Buffers inside internal/storage/ring_buffer.go

Commercial Objective

Eliminate data leaks, duplicate workflow invocations, and expensive long-context AI agent token re-tokenization capital losses under multi-tenant production scenarios .

High-Volume Technical Specifications

1. Unacknowledged Window Caching: Dynamically track unacknowledged in-flight stream byte footprints directly within our pre-allocated lock-free circular pointers array .
2. Deterministic Replay Primitives: Upon sudden container crash signatures detection (<2ms flat), the engine must trigger an automatic transport-layer replay of the unacknowledged bytes pool onto the healthy standby destination node .
3. State Consistency Clamping: Prevents out-of-order execution anomalies and ghost reads natively without changing application-level SDK source code configurations or prompt templates parameters .

Start by reading internal/storage/ring_buffer.go and tracing how its pre-allocated circular buffer is used. Clarify the crash-detection, standby replay, acknowledgement, ordering, and performance requirements before implementation; done means unacknowledged bytes can be replayed after a container failure without duplicate or out-of-order execution.