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Month: June 2025

Building agentic systems

AI workflows vs. AI agents When building applications with large language models (LLMs), it’s tempting to reach for complex frameworks or fully autonomous agents. But Anthropic’s recent reflections show that simpler, well-structured systems often outperform heavyweight setups. A key takeaway: success doesn’t come from sophistication, but from clarity and fit-for-purpose design. One major distinction Anthropic […]