Blog
Prompt Caching in Agno — Four Rules
Four rules for cache-aware agents in Agno. A single parameter was costing me 1.25× on every turn. Here is what I learned building with Agno and Claude.
LangGraph Prompt Caching: Patterns and Anti-Patterns
LangGraph prompt caching patterns, the 6 anti-patterns that kill cache hit rates, and how to monitor caching in production agents.
The Static-First Prompt Architecture
Prompt caching is not a feature you toggle on. It is an architectural constraint. Here is the layered structure and 4-breakpoint strategy that makes it work reliably.
The Physics of Prompt Caching
Prompt caching cuts agent API costs by 90%. Here is how the KV cache actually works, what breaks it, and how to read the numbers.
Why Agentic Apps Cost So Little to Build and So Much to Run
Building with AI agents has never been cheaper. Running them in production is another story. Here is the hidden cost paradox of agentic development and the context loop that solves it.