Tag
#optimization
4 posts
How I Burned My Claude Token Limit and Built a Cost‑Effective Multi‑Model Research Pipeline
I spent my Claude Max 5x quota in minutes, then engineered a multi‑model pipeline that cuts token costs while preserving research depth.
Boosting LLM Performance: Understanding Speculative Decoding for Faster Inference
Explore how speculative decoding accelerates Large Language Model inference, reducing latency and computational costs. This technique is crucial for deploying efficient, real-time AI applications.
Memory Shortage Impact on Coding Efficiency
Will programmers write more efficient code during memory shortages?
Understanding Database Indexes: When They Boost Queries and When They Hurt Writes
Learn how B‑tree indexes speed up SELECTs, why they add overhead to INSERT/UPDATE/DELETE, and how to balance indexing for optimal performance.