Blog / Tag / rag
Tag archive
rag
4 posts tagged rag from Building Agentic AI. Practical writing on agentic AI.
4 posts · All posts →
- Jul 23 2026
When the Small Language Model Isn't the Bottleneck
On an offline 350M assistant, model choice mattered, and then stopped being the limit. Several failures I blamed on the model started in the system around it.
· Enterprise · 27 min read
- May 22 2026
RAG vs Agents: The Interview Question Candidates Get Wrong
RAG and agents are not competing alternatives. They operate at different layers and compose. Why "RAG or an agent?" is a category error, the four mistakes candidates make answering it, what agentic RAG actually is, and the template for answering it in an interview.
· Enterprise · 8 min read
- May 20 2026
Agentic AI Glossary: 40 Terms, Plainly Defined
Forty core agentic AI terms in plain language, grouped from foundations to production: the agent loop, tool calling, memory, design patterns, guardrails, MCP, and more. A reference you can scan or cite.
· Beginner · 10 min read
- Jan 23 2026
Sharing My AWS Certified Generative AI Developer (AIP-C01) Prep Notes
Architecture-focused prep notes for the AWS Certified Generative AI Developer Professional (AIP-C01) exam: Bedrock, RAG, agents, guardrails, cost and latency, evaluation, and common exam traps.
· Enterprise · 55 min read