Every concept explained from first principles, with real code you can run, analogies that stick, and examples that mirror real production scenarios.
8 min read
From "what's a token?" to building your first agent — covering reasoning, tool use, memory, and why agents are different from plain API calls.
10 min read
Hub → Project → Agent Service explained. Blueprints, sponsors, conditional access, Key Vault patterns — everything you need to govern agents properly.
9 min read
Content Safety categories, severity thresholds, input/output filtering code, prompt injection attacks, red teaming — the complete safety toolkit.
7 min read
GPT-5 vs PHI-3 Mini — latency, cost, capability trade-offs. Build a hybrid routing pattern that's 10x cheaper with the same user experience.
11 min read
The 5-step RAG pattern with full Python code. Azure AI Search setup, embedding models, relevance scores, and why grounding context must come first.
12 min read
Build agent teams that collaborate. The 3 orchestration patterns with real code — including the handoff OpenAI tool pattern and reasoning loop fix.
9 min read
LLMs are stateless — here's how to give them memory. Redis setx vs set, Cosmos DB upsert_item, hybrid pattern, and sliding window truncation.
10 min read
The 3-step flow explained. Define tools as JSON schemas, handle tool_calls vs content, parallel execution, idempotency, and security validation.
13 domains covered. 78 MCQs graded Easy / Medium / Hard. Click any option to instantly check your answer.
Hub · Project · Entra Agent ID · Blueprints · Sponsors
Content Safety · 4 categories · 0–6 scale · Red Teaming
Handoff · Magentic · Group Chat · Reasoning Loops
Agentic RAG · Azure AI Search · Cosmos DB · Fabric
Redis · Cosmos DB · setx · upsert_item · Sliding window
All 13 Domains
78 interactive MCQs
MindTechLabs is an AI-centric company building production-ready AI solutions on Azure — and turning everything we learn into free, practical education for the developer community.
Our mission is simple: AI should be easy to learn for everyone as a skill to excel in a fast-changing market. Every blog, every exam question, every code example is written by engineers who build these systems every day.
"AI should be easy to learn for everyone as a skill to excel in a fast-changing market."
We believe the agentic AI revolution belongs to every developer — not just those at big tech companies. MindTechLabs exists to close that gap with free, practical, production-quality education.
MindTechLabs
Azure AI Solutions & Education