AI Coding for Real Engineers

Source: https://www.aihero.dev/cohorts/ai-coding-for-real-engineers-m0k0w

Are you using AI correctly?

I am. And daily development with the help of neural networks has completely changed my perspective on modern engineering work.

The main thing I realized is that AI is both hype and a powerful tool. But the potential is unlocked only for those who possess the skill of systematic design.

Inexperienced use of AI (for example, Claude Code) creates technical debt and chaotic code. Developers usually fall into one of two traps:

Delegate too much. Fall into a mindless generative flow, creating spaghetti code.
Delegate nothing. Fear AI, keep everything in their head, and quickly burn out.

We propose an engineering path—a balanced working model where AI becomes a predictable tool, not a chaotic generator.

Course Program: From “Vibe-Coder” to AI‑Hero

In 2 weeks, you will go from chaotic requests to systematic automation. The program is divided into logical modules:

Course Modules

Pre-course: Rapid immersion into Claude Code, basics of LLM and the Explore/Build/Clear cycle.
Context Management: Working with configuration (AGENTS.md), custom skills, and targeted content delivery.
Architecture and Planning: PRD, multi-step plans, tracer bullets for solution testing.
Feedback Loops: How to build a constraint system ensuring the quality of output code.
Autonomous Work (AFK): Launching agents through Ralph loops with progress monitoring.
Product Design: How to combine research, prototyping, and engineering practices for mature IT solutions.