Blog
How we actually build it.
Practical engineering writing on RAG, AI agents, MCP, extensions and automation — the real decisions, from a studio that ships them.
7 min read
How to build a RAG system that doesn't hallucinate
Most RAG demos look great until they confidently invent an answer. Here's the RAG development playbook we use to make a system admit what it doesn't know.
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7 min read
Building an MCP server: treat your tools like a contract
MCP server development is less about the protocol and more about tool design. Here's how to build tools an agent can actually call without guessing.
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7 min read
Chrome MV3 extension patterns that survive updates
Manifest V3 killed the persistent background page and broke a decade of habits. Here are the Chrome extension development patterns that hold up.
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7 min read
n8n automations that don't break at 2am
AI workflow automation is easy to build and easy to leave fragile. Here's how to make an n8n workflow retry, recover, and page you before it fails silently.
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