AI & Cloud Infrastructure
April 30, 2026AI Agent Cost Economics: Why 100x and How to Cut It
Agent loops cost 10x to 50x what a chatbot interaction costs; multi-agent systems add another order of magnitude. The cost compounding is structural, not a bug. The cost reduction is structural too. Decomposing where the tokens go and how to bring agent economics back from runaway to acceptable.
AI Agents
Cost Optimization
LLM Cost
Agentic AI
Tokens
By Technspire Team
AI & Cloud Infrastructure
January 20, 2026Prompt Caching: Cutting LLM Costs Without Quality Loss
A technical guide to prompt caching across Claude, Azure OpenAI, and GPT — what belongs in the cache, how to structure cache breakpoints, TTL realities, hit-rate optimization, and the anti-patterns that erase the savings.
Prompt Caching
LLM Cost
Claude
OpenAI
Optimization
By Technspire Team