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Articles on AI workflows, MCP patterns, and what we have learned building Synapse.

Why We Built AI in a Shell Around Concepts, Not Just Chat

AI can help you move faster, but it can also make you lose the plot. The answer is not less AI. It is a learning loop where the human still reasons.

Stay in the loop

Synapse is your AI systems mentor.

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.