Software development in 2026 is unrecognizable from even two years ago. The best engineers orchestrate AI agents, build with Copilot and Claude, and automate testing through AI-powered workflows. This is agentic development.
Esta guía incluye recursos en español para desarrolladores de LATAM.
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Tier 1: AI Tool Proficiency (Start Here)
1. GitHub Copilot Mastery
Platform: Microsoft Learn | Link: https://learn.microsoft.com/en-us/training/modules/introduction-to-github-copilot/
Cost: Free (course) + $10/month (Copilot) | Duration: 2 hours | Language: English
If you're not using Copilot daily, you're leaving 30-40% productivity on the table. Essential.
2. Cursor AI for Developers
Platform: Cursor Docs | Link: https://docs.cursor.com/
Cost: Free (docs) + $20/month (Pro) | Duration: Self-paced | Language: English
Cursor understands your entire codebase, not just the current file. Multi-file edits, codebase-aware chat, AI refactoring.
3. Claude for Developers (Anthropic)
Platform: Anthropic | Link: https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering
Cost: Free | Duration: Self-paced | Language: English
Architecture design, code review, debugging, documentation. The prompt engineering guide is the best in the industry.
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Tier 2: Building with AI APIs
4. Building AI Applications with Claude API
Platform: Anthropic | Link: https://docs.anthropic.com/en/docs/quickstart
Cost: Free (pay per use) | Duration: Self-paced | Language: English
Messages API, tool use, streaming, embeddings, AI agents. The skill that separates a $120K developer from a $200K developer.
5. LangChain for LLM Applications (DeepLearning.AI)
Platform: DeepLearning.AI | Link: https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/
Cost: Free | Duration: 1 hour | Language: English
Andrew Ng's course on LLM chains, agents, and RAG applications.
6. Full Stack AI (Vercel AI SDK)
Platform: Vercel | Link: https://sdk.vercel.ai/docs/introduction
Cost: Free | Duration: Self-paced | Language: English
Add AI features to Next.js apps — streaming UI, tool calling, multi-step agents.
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Tier 3: Agentic Development (The Future)
7. Building AI Agents (Anthropic)
Platform: Anthropic | Link: https://docs.anthropic.com/en/docs/build-with-claude/agentic-systems
Cost: Free | Duration: Self-paced | Language: English
The definitive guide to AI agents that use tools, make decisions, and complete complex tasks autonomously. This is where software development is heading.
La guía definitiva para construir agentes de IA. Aquí es donde va el desarrollo de software.
8. MCP (Model Context Protocol)
Platform: Anthropic/GitHub | Link: https://modelcontextprotocol.io/
Cost: Free | Duration: Self-paced | Language: English
The open standard for connecting AI to tools. At Ruzora, we use MCP for LinkedIn automation, analytics, and more.
9. Desarrollo de IA con Python — Platzi
Platform: Platzi | Link: https://platzi.com/cursos/python-ia/
Cost: ~$24/month | Duration: 30 hours | Language: Español
El curso más completo en español sobre desarrollo de IA. APIs de LLMs, agentes, embeddings, y RAG.
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What Ruzora Tests (Stage 4: AI Proficiency)
1. Copilot fluency — working naturally with AI suggestions
2. Prompt engineering — solving complex problems with structured prompts
3. AI-assisted debugging — using AI to diagnose root causes faster
4. Test generation — comprehensive test suites via AI
5. Agentic thinking — breaking tasks into steps an AI agent could execute
Engineers who pass all 5 ship at 2x velocity.
Los ingenieros que pasan las 5 pruebas producen al doble de velocidad.
Start with Copilot (#1), then Cursor (#2) and Claude (#3). If comfortable, go straight to agents (#7).
