What does the bleeding edge of AI actually look like inside a small team, before the big labs turn it into a polished product?

In this episode of AI-Curious, we talk with Elijah Spencer, Chief of Staff at Miden, about the practical workflows power users are building right now with AI coding tools, research agents, and custom automation. We explore how Elijah uses tools like Claude Code, Codex, and third-party harnesses to move from idea to MVP fast, build internal apps for real business problems, and create agentic workflows for research, social listening, and outreach.

We also get into a bigger question: who is really at the frontier of AI right now? Not just the CEOs talking about transformation from 30,000 feet, but the practitioners inside teams who are quietly figuring out what these systems can actually do. From a startup finance dashboard built in a week, to a research agent that briefs him every morning, to a workflow that can surface breaking developments and help a team respond in hours instead of days, this conversation is a grounded look at how AI is changing day-to-day work.

Along the way, we talk about context management, memory files, Slack bots, agentic development, and why Elijah thinks the next generation of companies may be built more like Rick Rubin makes albums: not by touching every knob directly, but by directing the system and the people around it with taste and intent.

Guest
Elijah Spencer — Chief of Staff, Miden

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