Sabitlenmiş Tweet

Damnn 😱
Most developers are using Claude Code wrong.
They open the terminal...
write a prompt...
and expect magic.
That’s not where the real power is.
Claude Code is actually a 4-layer AI engineering system:
1️⃣ CLAUDE.md → project memory
Architecture, rules, commands, conventions
2️⃣ Skills → reusable knowledge packs
Testing workflows, code review guides, deploy patterns
3️⃣ Hooks → deterministic guardrails
Security checks, enforced rules, automation
4️⃣ Agents → specialized sub-agents
Break complex tasks into parallel workflows
Once you structure these properly, something interesting happens:
Claude stops behaving like a chatbot.
It starts behaving like a real AI dev system.
Most engineers miss this because they jump straight to prompting.
But the difference between average output and production-level results usually comes down to setup.
If you're building with AI agents in 2026, learn the system — not just the prompt.
I made a Claude Code Starter Pack explaining everything.
If you want it:
Follow me @codi_fyy
Like + RT
Comment CLAUDE
I'll DM it to a few people.
Future AI dev workflows won't be prompt-first.
They’ll be system-first. 🚀
#AI #Claude #AIAgents #LLM #GenAI

English












