The practice of quickly building functional software prototypes using modern development tools and AI assistance to validate concepts and solutions.
8 episodes
Jim Hasty, founder of Cogle Group, discusses his company's evolution from technology consulting to AI-powered software products. He shares lessons from building Plan Checkers, an AI tool that reduces municipal permit review time from weeks to minutes, and outlines a crawl-walk-run framework for enterprise AI adoption focused on automating emotionally draining tasks rather than chasing adoption metrics.
Kirby Winters discusses launching multiple ventures simultaneously using AI-powered development, including Cyber Savi (a compliance automation platform), a vodka brand, and Unshucked (an oyster tracking app). He explains how agentic AI enables building production-ready software in weeks instead of years, the shift from consulting to outcome-based services, and strategies for selling cybersecurity compliance tools through MSP channel partners.
A CTO demonstrates how Claude AI can autonomously design and build a complete email marketing automation system from a single meeting recording. Starting with meeting notes and a one-line goal, Claude generated technical architecture, wrote Python code, created file structures, and produced sample email sequences—all through conversational prompts without traditional software development.
A CTO demonstrates building a vector database search system in one evening using Claude Code, outpacing weekend projects built with no-code tools. He contrasts Claude Desktop's planning capabilities with Claude Code's implementation power, showing how AI enables rapid development of production-grade infrastructure including AWS deployment, MCP servers, and WordPress plugins.
A CTO demonstrates how to convert Claude Desktop prototypes into production-ready AI agents using Python, Pydantic, and LangGraph. The episode walks through extracting MCP tool configurations and system prompts from chat sessions, then generating deployable code that can run on schedules or respond to events—illustrating how agent development costs are approaching zero.
A consultant demonstrates using Claude Desktop with MCP integrations to automatically generate client proposals by synthesizing meeting transcripts, emails, and web research. The AI system searches Google Drive for templates and meeting notes, analyzes Gmail exchanges, researches the client online, and produces a complete statement of work—all from a single prompt.
Jeff Haynie, serial entrepreneur and founder of Appcelerator (acquired after reaching 1M+ developers), discusses his journey from building cross-platform mobile frameworks in 2006 to launching Agentuity, a cloud platform for AI agents. He shares lessons from raising capital in Silicon Valley, navigating acquisitions, and why he believes agentic systems will require fundamentally different infrastructure than today's human-centric cloud.
Matt Oess, a sales and marketing consultant and executive coach at TechCXO, discusses his coaching practice for C-suite leaders, his deep dive into AI productivity tools over the past 14 months, and his advisory role with Purdue's Croc Institute for Tech Diplomacy. He demonstrates practical AI automation workflows he's built using platforms like Make.com, explains the maturity progression from zero-shot generative AI to multi-agent systems, and shares insights on how AI is transforming business operations and the SaaS industry.
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