
A better way of tool calling for AI agents
Why asking an AI to write a program is better than asking it to press buttons—and how the Model Context Protocol makes it viable.
Read moreArticles on AI workflows, MCP patterns, and what we have learned building Synapse.
GPT-4 can't count letters. Here's why — and how embeddings give token IDs the meaning the tokenizer strips away.

Why asking an AI to write a program is better than asking it to press buttons—and how the Model Context Protocol makes it viable.
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It asks the kind of questions senior engineers do, sketches diagrams with you, and forces you to defend every architectural choice so your ideas are ready for interviews or production reviews.