Thursday, August 28, 2025

Ask HN: Best Approaches for Developing Agentic AI Systems (e.g., Claude Code)

šŸš€ Exploring Agentic AI Systems šŸš€

Hello, LinkedIn community! I’m diving into the world of agentic AI systems, similar to Claude Code, with a vision to tailor them for specific areas like healthcare, finance, and education. Your insights could be invaluable on this journey!

šŸ” Key Areas of Interest:

  • Foundational Learning: Recommendations for books, courses, or papers on LLM-based systems.
  • Architectural Patterns: Design patterns for context management, memory, reasoning, and orchestration.
  • Build vs. Deploy: Differentiating between internal systems and packaged solutions (APIs, SDKs, products).
  • Open Source Projects: Valuable projects for decision-making, evaluations, and context engineering.
  • Evals & Observability: Tools to assess quality and performance in real-world applications.
  • Models: Choices for reasoning (“thinking”) vs. execution (“doing”).
  • Learning Path: Steps to transition from theory to a production-quality system.

šŸ’” Let’s share our knowledge and grow together! Comment below with your thoughts, resources, and experiences. Your input can pave the way for innovation in AI!

ArtificialIntelligence #AgenticAI #LearningJourney #TechCommunity

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