Where builders figure out what AI can actually do.
Know what matters in AI, build things with it, and get help when you're stuck. All in one place.
Spoorthi, AI engineer. I explain AI in plain words, test it on real work, and hand you the files.
Understand how AI works, in plain words
Under the Hood. What happens each time an LLM writes a word
Build one real thing a month, with the files
BuildLab: An MCP server for your product’s API. 47 checks pass and 0 fail.
Copy workflows we ran on real work
A Claude Code setup that checks its own work
- CLAUDE.mdCopy
- settings.jsonCopy
- checks.shCopy
+ 3 more files
Our run: the hook blocked the planted bug.
Workflows. Setups you copy into your own work and use today.
Circle anything to ask Ria about it
Workflows · A Claude Code setup that checks its own work
It’s only as good as your tests.
Because the checks are what decide whether a change passes.
Need a human? I’m here.
Also inside: AI News, free with your email. The Library, every tool and skill. A community, and me when you’re stuck.
Get a community. People going through the same stuff.
Ria helps with everything. A human steps in when you need one.
Spoorthi joinedSend me your retriever setup. I’ll take a look.
There is already way too much AI content.
I’m an AI engineer, builder, and someone who spends probably way too much time figuring out what AI can actually do.
Every day there’s a new model. A new tool. A new prompt. A new workflow. Someone telling you that you’re already behind if you aren’t using the latest AI agent.
That’s why I built this. I wanted to create the place I wish existed when I was figuring things out. A place where someone else does the digging.
You don’t need to figure out the whole AI world. Let me help you find your little corner of it.
Spoorthi
AI agents and workflows, built around your team.
You bring the problem. I build the AI around your tools, your process and your data.