If I had to start from zero today:
This is the exact roadmap I'd follow.
☑ Phase 1: Learn how software is built.
Before Claude.
Before AI.
Before agents.
Learn:
→ Python
→ APIs
→ Git
→ GitHub
→ JSON
→ Terminal
Most people skip this.
Then wonder why Claude's code breaks.
━━━━━━━━━━━━━━━
☑ Phase 2: Learn Claude properly.
Not prompting.
Claude.
Learn:
→ Projects
→ Artifacts
→ Memory
→ Knowledge Files
→ Claude Desktop
Most people use 5% of Claude.
That's the problem.
━━━━━━━━━━━━━━━
☑ Phase 3: Learn Claude Code.
Start simple.
Open a project.
Then ask:
→ Explain this codebase
→ Find bugs
→ Refactor this file
→ Create tests
→ Generate documentation
Don't generate apps.
Understand workflows.
━━━━━━━━━━━━━━━
☑ Phase 4: Learn Claude Code Structure.
This changes everything.
Create:
/docs
/prd
/tasks
/rules
/context
Every serious AI engineer eventually learns:
Bad context = bad output.
Good context = magic.
Claude becomes powerful when it understands:
→ Product requirements
→ Coding rules
→ Project structure
→ Existing decisions
━━━━━━━━━━━━━━━
☑ Phase 5: Learn Context Engineering.
The new skill nobody talks about.
Learn:
→ CLAUDE.md
→ Project Instructions
→ Rule Files
→ Context Compression
→ Memory Systems
Prompting is temporary.
Context is infrastructure.
━━━━━━━━━━━━━━━
☑ Phase 6: Build AI Systems.
Projects:
→ AI SaaS
→ AI CRM
→ AI Research Agent
→ AI Content Engine
→ AI Customer Support Agent
Don't build tutorial projects forever.
Build products.
━━━━━━━━━━━━━━━
☑ Phase 7: Advanced Claude.
Learn:
→ MCP
→ Agent Workflows
→ Multi-Agent Systems
→ Tool Calling
→ RAG
→ Evaluations
This is where senior AI engineers operate.
━━━━━━━━━━━━━━━
Resources I'd use:
→ Anthropic Docs
→ Claude Documentation
→ GitHub Repositories
→ https://t.co/TKBNQn5i8N
→ OpenAI Docs
And honestly:
Stop buying expensive AI courses.
Follow @vishisinghal_ for more
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People think learning Claude takes days. It doesn't.
I wrote 17 free guides that teach it in hours:
Claude 101: https://t.co/QQDmzBAoH5
Claude Code: https://t.co/o782qegoKu
Claude Skills: https://t.co/RgQUCNMqzQ
Claude Connectors: https://t.co/cSPMBUNmRG
Claude for Excel: https://t.co/ZgmUFXd0Iw
How to Prompt: https://t.co/Sw2tg2PMMc
Claude Certificates: https://t.co/LyV7fegv4c
Claude for your team: https://t.co/NakViTGCAL
Stop Prompting Claude: https://t.co/45xPLDRB6Y
AI Slides (PPT in 2026): https://t.co/OY7cHDTV7l
Claude Design: https://t.co/FhlRSlH0aD
Set up Claude Cowork: https://t.co/4jygw4M1RO
Claude to sound like you: https://t.co/LyV7fegv4c
Stop writing like AI: https://t.co/JXKAVP6hdS
Claude as your computer: https://t.co/tQDrcs8drQ
Claude Cowork + Project: https://t.co/xU97EpdrEe
Stop hitting Claude limits: https://t.co/Yu24rPQafQ
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Casually announcing my @IABC membership with a dash of excitement. This membership is a strategic step in my career growth. IABC is a global community for communicators, & I’m looking forward to the learning, connections & professional development that come with being part of it.
🎉 Huge congrats to the UN Entebbe football team for reaching the semi-finals in the #UNAt80 Games! ⚽🏆
Catch them in action on 25 Oct during #UNDay celebrations as we mark 80 years of the UN Charter — Together, we are #BuildingOurFuture. 🌍💙
Former Kano State Governor Abdullahi Ganduje secretly transferred the state government’s 20 per cent stake in the Dala Inland Dry Port Nigeria Limited to private hands and also made his children co-owners of the company before awarding a contract worth more than N4 billion to provide infrastructure for the project, PREMIUM TIMES can report. https://t.co/I18zKiZLXV
First, they keep you poor and then tell you that the only way out is through corruption. Your years in school, experience, and skills don’t matter; go above and beyond in corruption, and you will be set for life.