⭐ **From Coder to Conductor — Day 1: Foundations & Mental Model | AI Coding Series**

Stop writing code. Start directing AI. This is Day 1 of a 5-day series on AI-orchestrated development for engineering teams. We rewire how you think about coding before you touch a tool. By the end you'll know: ✦ How language models actually work — tokens, embeddings, context windows. ✦ How to write prompts that compile — Role, Context, Task, Format. ✦ When Chain of Thought beats a naive prompt (and when it doesn't). ✦ How to drop an AI agent into a codebase it has never seen. ✦ Why the same concept lands in all five tools — Claude Code, Google Antigravity, Cursor, GitHub Copilot, Amazon Kiro. ⏱ Chapters 0:00 - Foundations, Mechanics & Mental Model — welcome 0:27 - The 5-day series at a glance 0:49 - Today's five pillars 1:12 - Mental model — language is the new compilation layer 2:05 - Pillar 1 — AI Landscape (single tools → multi-agent systems) 3:17 - Pillar 2 — LLM Internals (tokens, embeddings, context windows) 6:00 - Pillar 3 — Prompt Engineering (zero/few/many-shot, R·C·T·F) 7:50 - Pillar 4 — Reasoning (Chain of Thought, cost vs accuracy) 9:42 - Pillar 5 — Context Engineering & Repo Mapping 11:48 - Day 1 recap — five takeaways 12:24 - Coming up — Day 2 📦 Demo project A real Recipe & Meal Planner: .NET 8 + MySQL 8 + Angular 17 + Material. Same repo grows across the 5-day series from empty folder to a tested, secured, deployable mini-app. 🛠 Tools covered (equal time, baselined on Claude Code) ✦ Claude Code (Anthropic) ✦ Google Antigravity ✦ Cursor ✦ GitHub Copilot ✦ Amazon Kiro 📥 Free downloads ► Master cheat sheet (1-page PDF): ► Planner repo, docs and resources (v0 → v3): https://github.com/robin-net-in/robin-coder-to-ai-orchestrator-training-series 🎬 Other days in this series ► Day 2 — Agentic Development & Multi-Agent Workflows: ► Day 3 — QA Automation & Software Quality: ► Day 4 — Security, Deployment & Capstone: ► Day 5 — Builder Day (coming soon): 👤 About the trainer Robin Mathew · robin.net.in · Benzy Infotech Pvt. Ltd. Engineering training and consulting based out of Kerala, India. We help mid-sized engineering teams adopt AI orchestration without the hype. #AIOrchestratedDevelopment #ClaudeCode #PromptEngineering #VibeCoding #JuniorEngineer