Production Engineering Roadmaps
Battle-tested, opinionated curriculums for software engineers. Master modern AI systems, cloud architecture, high-throughput distributed systems, and modern web engineering.
Full-Stack AI Engineer (2026 Roadmap)
Master prompt engineering, RAG pipelines, autonomous agents, Model Context Protocol (MCP), and production LLM evaluation.
Next.js 16 & Modern Full-Stack Mastery
The definitive path to shipping blazing-fast apps: React 19 Server Components, Turbopack, Tailwind v4, and edge infrastructure.
Agentic Systems & MCP Architect
Design robust multi-agent swarms, resilient memory layers, tool protocols, and self-healing autonomous workflows.
Cloud-Native DevOps & Production Hardening
From GitHub Actions CI/CD and Docker multi-stage builds to Kubernetes, Terraform, and zero-downtime deploys.
High-Scale Backend & Distributed Systems
Design event-driven architectures, distributed caching, partition sharding, Kafka pipelines, and fault-tolerant microservices.
AWS Cloud Solutions Architect (SAA-C03 & SAP-C02)
Master enterprise cloud architecture: multi-tier VPCs, IAM least-privilege, ECS/EKS microservices, DynamoDB Single-Table Design, and FinOps.
Database Internals & Advanced SQL Mastery
Demystify storage engines (B+ Trees & LSM), write-ahead logs (WAL), MVCC, execution plans, window functions, and query optimization.
Production RAG & Vector Data Engineering
Build enterprise search systems: dense embeddings, HNSW vs IVF indexing, BM25 hybrid fusion, semantic caching, and chunk optimization.
Senior Frontend Engineer & Web Performance
Master the browser rendering engine, Core Web Vitals (INP/LCP), memory leak profiling, Web Workers, and scalable design systems.
AI Security, Red Teaming & LLM Guardrails
Defend AI systems: indirect prompt injection, jailbreak mitigation, MCP tool permissions, data leakage prevention, and OWASP Top 10 for LLMs.