cognisn-spark 0.2.0b16
Secure Personal AI Research Kit - Multi-provider LLM web interface with MCP tool integration
Secure Personal AI Research Kit - Multi-provider LLM web interface with MCP tool integration

REMIT: Rust-core enforcement of the Resume Contract (PC/EO/FD/CV/CO/RD) for LLM-agent checkpoint, interrupt, and resume semantics, with a decision-free LangGraph checkpointer shim. Companion artifact of the paper 'Resume Means Resume'.
REMIT: Rust-core enforcement of the Resume Contract (PC/EO/FD/CV/CO/RD) for LLM-agent checkpoint, interrupt, and resume semantics, with a decision-free LangGraph checkpointer shim. Companion artifact of the paper 'Resume Means Resume'.
Reproducible KV-cache tiering benchmark suite and signed results for LLM inference storage (Qwen3-480B class on 8x AMD MI308X): throughput +29-40%, TTFT -26-32% vs local NVMe.
Reproducible KV-cache tiering benchmark suite and signed results for LLM inference storage (Qwen3-480B class on 8x AMD MI308X): throughput +29-40%, TTFT -26-32% vs local NVMe.