Engineering
Why we gave our docs assistant a filesystem
How A5kAI, AGNT5's docs assistant, pairs vector search with a jailed read-only shell over a worker-local docs bundle.
AGNT5 Team
9 min read
Blog
News & insights
Stay up to date with the latest from AGNT5.
Engineering
Prompt Caching Explained: Real Benchmarks, Real Savings Across Claude, GPT, and Gemini
We ran identical legal document analysis tasks against Claude, OpenAI, and Gemini - with and without prompt caching. Here are the exact token counts, latency numbers, and cost math at every scale.
AGNT5 Team
16 min read