Who Directs the Agents? Vibe Coding, AI Orchestration, and Human Judgment with Brent Rager
AGI - Advance, Grow, Innovate with AI
AI can now write code, call tools, coordinate other agents, and keep working long after a single chat ends. Brent Rager and Jason Padgett trace what that shift means for builders, businesses, junior engineers, educators, and the people responsible for directing the work.
Brent brings more than 20 years of engineering and technology leadership to a conversation that moves from transformers and GPUs into agent harnesses, model routing, autonomous workflows, local AI, cost, safety, and the future of technical work.
The practical thread running through the episode is simple: the human role is moving upward. More people will define outcomes, select systems, judge results, and decide when an agent needs to stop and ask for help.
WHAT YOU'LL TAKE AWAY
Why customer understanding may matter more than coding speed
How agent harnesses turn language models into systems that can act
Where human review belongs in autonomous workflows
Why junior engineers still matter when AI handles more of the code
How local models, smaller models, and routing affect business costs
What educators need to teach when AI becomes part of every profession
Try this after the episode: choose one recurring workflow and write down the goal, the tools an agent may use, what success looks like, and the moment it must stop and ask a person.
ABOUT BRENT RAGER
Brent Rager is a Staff Software Engineer at Topstep and the founder and CEO/CTO of Smoo AI. He is a technology leader, full-stack engineer, and named AI patent author with more than 20 years of experience building products and leading teams.
Website
https://rager.tech/
https://www.linkedin.com/in/brentrager/
Smoo AI
https://www.smoo.ai/
EPISODE SPONSOR
Chakra AI Solutions
https://chakrasolutions.ai/
RESOURCES MENTIONED
Attention Is All You Need
https://arxiv.org/abs/1706.03762
TopstepX
https://www.topstep.com/topstepx
Smoo AI
https://www.smoo.ai/
TOOLS AND PLATFORMS MENTIONED
ChatGPT
Claude
Codex
OpenCode
OpenRouter
AWS Bedrock
NVIDIA DGX Spark
DeepSeek
CONNECT WITH JASON PADGETT
Jason Padgett | AI Solutions Architect | Co-Founder, Wooden Boy Industries | Host, AGI Podcast | AI Adoption, LLM Systems & Human-AI Workflows
AGI - Advance Grow and Innovate with AI Podcast Network
🌐 https://schoolsout.agipodcast.ai/
CoFounder, Wooden Boy Industries
🌐 https://woodenboyindustriesai.com/
Chief Solutions Architect, Chakra AI Solutions
🌐 https://chakrasolutions.ai/
📧 jason@agipodcast.ai