Articles for people who
ship the stack
Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: career
A six-month roadmap from beginner to working AI engineer
Follow a month-by-month plan covering Python, LLM APIs, RAG, agents, evaluation, deployment and cost, with four portfolio projects that show you can ship AI systems.
10 min readWhen AI Writes the Code: Engineering Skills That Gain Value
Coding agents now draft features end to end. What to study, how to review generated code, and why judgment, systems knowledge and verification matter more than typing.
5 min readFour AI Agent Roles for Engineers: Coordination, Creativity, Clarity, Coaching
Four AI agent roles engineers can hand real work to: coordination, creativity, clarity and coaching, from a morning briefing to mock interview practice.
6 min readFive Levels of AI Engineering Projects, From Chatbot to Self-Improving Agents
A ladder of five AI engineering project levels, from API wrappers to RAG, agents, multi-agent systems and self-improving loops, with a practice step for each rung.
7 min readBecoming an AI engineer in 2026 without a CS degree
A zero-to-hired plan for becoming an AI engineer in 2026 with no CS degree: the seven skill areas, small projects, real-world experience and smart networking.
11 min readA Six-Stage Roadmap to Becoming an AI Engineer in 2026
Learn what AI engineers do, how much math you need, and the six stages from Python to RAG and agents, plus a six-month plan, three portfolio projects, common pitfalls.
9 min readMERN Stack vs Full Stack Development: How to Choose What to Learn
Clarify MERN versus full stack: what each means, who should start with MongoDB–Express–React–Node, common learning traps, and what hiring actually rewards.
8 min readFrontend Developer in 2026: A Realistic Roadmap to Getting Hired
A practical breakdown of what frontend developers actually do, what they earn, and which skills separate hired candidates from overlooked applicants in 2026.
13 min read
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