Blog
Articles on AI workflows, MCP patterns, and what we have learned building Synapse.
Why One Attention Head Is Never Enough: Multi-Head Attention Explained
A single attention pass can only ask one question at a time. Multi-head attention runs several in parallel — each head specialising in a different type of relationship. Here's what that means in practice.
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.