26 topics curated from 2026 reports · McKinsey · Gartner · Stanford · IBM · Databricks
Pick a topic.
Real Docker images · 4-min lessons · From engineers, for engineers.
AI ENGINEERING — TOP TRENDS8 TOPICS
Agentic AI / AI agentsHOT
7 lessons · ~1.1 h · 4,128 learners
Multi-agent systemsTRENDING
8 lessons · ~1.3 h · 2,317 learners
Generative AI & foundation modelsHOT
11 lessons · ~1.9 h · 9,472 learners
Multimodal AITRENDING
8 lessons · ~1.4 h · 1,340 learners
RAG, vector DBs & enterprise searchHOT
10 lessons · ~1.8 h · 6,890 learners
Domain LLMNEW
8 lessons · ~1.4 h · 1,290 learners
AI security & prompt-injection defenseHOT
10 lessons · ~1.8 h · 2,410 learners
Physical AI · robotics, world models & VLAHOT
8 lessons · ~1.4 h · 720 learners
DATA ENGINEERING — TOP TRENDS11 TOPICS
AI Governance & EvaluationHOT
8 lessons · ~1.5 h · 0 learners
Real-time data streamingHOT
9 lessons · ~1.5 h · 3,640 learners
AI-ready data qualityTRENDING
8 lessons · ~1.4 h · 1,980 learners
AI Governance & ComplianceTRENDING
8 lessons · ~1.4 h · 1,180 learners
Semantic & context layersNEW
6 lessons · ~0.45 h · 640 learners
Vector DBs & embedding pipelinesHOT
8 lessons · ~1.1 h · 2,980 learners
Lakehouse architecture & open tablesTRENDING
9 lessons · ~1.2 h · 2,210 learners
ETL/ELT, CDC & real-time integration
7 lessons · ~0.9 h · 1,740 learners
DataOps, orchestration & automationTRENDING
8 lessons · ~1.1 h · 1,520 learners
Unstructured data processingHOT
7 lessons · ~0.9 h · 2,140 learners
Distributed processing, OLAP & query opt
8 lessons · ~1.1 h · 1,340 learners
ROLE TRACKS — APPLY AI IN YOUR LANE7 TOPICS
AI-native software developmentHOT
10 lessons · ~1.7 h · 0 learners
ROLE TRACK
AI for Backend Engineers
8 lessons · ~1.1 h · 2,890 learners
ROLE TRACK
AI for Frontend Engineers
6 lessons · ~0.8 h · 1,720 learners
ROLE TRACK
AI for Data Engineers
7 lessons · ~0.9 h · 1,340 learners
ROLE TRACK
AI for SREs / Platform
7 lessons · ~0.9 h · 980 learners
ROLE TRACK
AI for Mobile Engineers
6 lessons · ~0.8 h · 740 learners
ROLE TRACK
AI for QA / Test Engineers
6 lessons · ~0.8 h · 620 learners
ROLE TRACK