Blog

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

The thing your AI agent is missing isn't a better model

I kept upgrading the model when my agent failed. Turns out I was solving the wrong problem. Here's what a harness is and why architecture beats model quality.

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.