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LLM session-id header injection for DeepSeek Harness: registers a provider route whose requests carry the live session id in a configurable HTTP header, reusing the pi-ai openai-completions wire implementation so a gateway can correlate every request with

Storage — a filesystem abstraction over local and cloud disks for Mahi.

Brickly 真宿主测试工件：HostGrpcServer + 控制面（故障注入/请求录制/host→runtime 驱动面），供各端 SDK 契约测试使用

Offline JSON Schema diff diagnostics for LLM structured outputs and tool calling, with example validation and TypeScript types

Dual-repository knowledge CLI for llmdoc

Boruna: a deterministic, capability-safe programming language and framework for LLM-native applications