Research Report 7.2: Performance and Optimization
A systems view of performance: bottlenecks, caching, batching, and cost-control in LLM orchestration.
Explains how to measure, diagnose, and optimize orchestration systems with a focus on latency, throughput, resource utilization, and cost tradeoffs.
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Documentation on claude 22 research report 7.2! performance & optimization
Research findings: This research report investigates the technical pipeline of ...
The project documentation for a 23-report research initiative that explains how LLM systems actually work - from transformer mechanics through multi-agent coordination, built for technical leaders who need accurate mental models rather than vendor marketing
Every AI product you use runs on the same core mechanism - a pattern-matching engine that processes entire sentences simultaneously instead of word by word, and understanding how it works changes how you build with it
How text becomes vectors, how similarity search works, and why vector databases are the backbone of semantic retrieval.