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LLM Inference
3 essays tagged with LLM Inference.
September 17, 2026·18 min read·Expert
Agentic Inference: A Practical Guide to KV Cache, Scheduling, and Throughput
Why tool-using agents turn inference into a stateful memory-scheduling problem, and how to measure, design, benchmark, and roll out a better serving path.
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August 14, 2026·14 min read·Expert
Prompt Engineering and LLM Latency: The 10-Day Field Report
A source-backed field report on the last ten days of prompt engineering and LLM latency: OpenAI Ultrafast and long-context Fast mode, vLLM and SGLang releases, new inference research, production best practices, and the roadmap ahead.
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August 14, 2026·16 min read·Expert
LLM Latency Engineering: TTFT, Caching, Routing, and the Road to Real-Time Agents
A production guide to LLM latency optimization across queueing, prefill, decode, output budgets, prompt caching, request topology, model and service-tier routing, speculative decoding, disaggregated serving, observability, and rollout.
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