Claude: 12 things I learned the hard way using Claude

✨Purely based on my hands-on experience building and iterating on a real-world project with Claude where actual dollars are on the line.

Passing the Claude Architect exam gave me the foundational framework, but putting it into practice revealed how subtle configuration choices directly impact token consumption, cost, and efficiency.

📌Key areas where small shifts made the biggest difference:
• Tool overhead & context window bloat
• Sub-agent architecture vs. main session costs
• Cache breakage when switching models mid-stream
• Compaction thresholds & persistent memory.md logging

Swipe through for 12 practical lessons I learned. Share your experience in the comments.

#ClaudeAI #EnterpriseAI #AgenticAI #AIEngineering #GenerativeAI #LLMOps

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