Skip to main content

New: the Vector Databases track is live. Explore vector search, hybrid search, rerankers, and GraphRAG with hands-on labs.

Few-Shot Academy

Overview
Foundations
Intermediate
Advanced
MCP
Vector Databases

Advanced Concepts

Overview
Forward-Deployed Engineer (FDE)
Applied / Agentic AI Engineer
AI Solutions Architect / Presales Engineer
SRE / Reliability Engineer for AI Agent Applications
AI Product Manager

Overview
Technical Round
Case Studies
Behavioral Round

Recent posts

2026

October

Agent skills: read past the summary
Your MCP servers need a bouncer
How to budget tokens

September

The AI industry is building its own referee
Goose: An Open-Source Agent You Can Assemble Yourself
Agent security starts before the first prompt
AGENTS.md: one guide for your coding agents
GPT-6 Astra: the harness is the product

August

Stop calling LLM APIs directly
MCP is done pretending agents are people
MCP just went stateless
Frontier models don't make safer agents
Managed AI platforms trade one lock-in for another
OWASP checked its LLM Top 10 against real incidents
Every major AI lab shipped an agent model this week
OpenAI's cyber-hunting model just found a real Chrome vulnerability
A new toolkit unifies three ways to catch a hallucination
NVIDIA shows KV caches can move between different-sized models
Agent memory just became its own product category
The EU AI Act deadline moved. The obligations didn't.
OWASP published a security top 10 for MCP
What the 'rogue agent' headlines got wrong

Authors

Mangat Rai
22
Creator, Few-Shot Academy

Project

Disclaimer
Privacy
Privacy settings

Get in touch

Contact Us / Share Feedback

Copyright © 2026 Few-Shot Academy. Code under MIT, content under CC BY 4.0. Written with AI assistance, reviewed by a human.