June 2026 monthly summary for llm-d/llm-d focused on production-grade documentation and deployment guidance for SGLang in disaggregated serving. Delivered comprehensive SGLang Operational Documentation and Deployment Guide that covers dynamic connections, request cancellation, fault tolerance, and rollout strategies, with deployment steps and parity notes against vLLM. Rewritten connection/setup semantics and transfer directions to reflect lazy-connect behavior per P/D pair and the prefill push KV transfer model, reducing operational ambiguity. Added deployment-focused guidance, including a "Deploying with SGLang" section and SGLang-vs-vLLM parity notes, and tightened notes to align with the bootstrap-server model and the sglang connector. These changes improve production readiness, onboarding speed, and scaling safety across the platform.

April 2026 (2026-04) monthly summary for llm-d/llm-d development. Focused on delivering scheduler-ready upgrades, performance improvements, and smarter caching with speculative indexing. Growth in reliability, throughput, and alignment with the 0.8.x release trajectory.

March 2026 monthly summary focusing on the developer's work in jeejeelee/vllm. Key feature delivered: addition of kv_transfer_params to the Responses API to enable data disaggregation for improved processing and response handling. No major bugs reported this month. Overall impact includes enhanced data fidelity, more granular analytics, and clearer API contracts for PD workflows. Technologies and skills demonstrated include API design, data disaggregation concepts, code hygiene, and collaborative commit practices.