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Foundations of AI-First Product Development

Tier 01

computerVirtualcalendar_monthStarts August 17, 2026scheduleMonday · 6:00 PM EDThourglass_topApplications close August 10, 2026

Course Overview

Have an idea for a product, service or tool that you wish you could build? Using AI, you no longer need a computer science degree to build real-world applications. This instructor led course introduces structured, AI-first product and tools development. Participants will learn how to design, build, and deploy AI-enabled applications using a production-oriented workflow. This is not a coding bootcamp, this is a systems-based introduction to AI-assisted product creation. By the end of the course, you will be able to use any of the to AI tools to turn your ideas into real products.

Goal Outcome

Design, build, and deploy AI-enabled web applications

Who This Is For

Participants seeking to learn AI-first product development

$1,500

Program Fee

Prerequisites

Basic computer literacy

Core Tools

Next.js, Supabase, OpenAI/Anthropic, Vercel, GitHub

Start Date

August 17, 2026 · 6 weeks

Next Cohort

Applications close August 10, 2026

Your Instructors

David Nelson

David Nelson

Executive Director, FoundersForge

David Nelson is the Executive Director of FoundersForge, a nonprofit entrepreneur center located in Johnson City, East Tennessee State University Faculty in the Entrepreneurship Program, and a member of the Johnson City Chamber of Commerce Board of Directors. Through FoundersForge, David provides free mentorship to startups in Northeast Tennessee and across the country as they validate their startup ideas, launch, scale, and negotiate successful exits from their startup ventures. David is a 5-time tech entrepreneur with experience spanning across healthcare, software, and agencies. His most successful venture, Duffek Mobile, specialized in developing mobile apps and dynamic websites. He has built over 87 products that were released to market, including data visualization for the VA that was used in Whitehouse briefings and a healthcare app that was used in the Olympics. As tools for AI development came out, David saw an opportunity to empower entrepreneurs and developers to build products and streamline operations in their existing jobs. AI is truly a force multiplier and David looks forward to teaching you the tools from the ground up so you can build anything in the future.

Jason A. Oglesby

Jason A. Oglesby

Founder, Ergon Insights

Jason A. Oglesby is a technology leader and AI transformation strategist with 30+ years of software development experience. As the former CTO of Rev.io, a leading SaaS company, he led a 70+ person IT organization through a full-scale AI transformation where they created more software over his last 12 months than they had completed in the previous decade, all by embedding AI-first practices across every layer of the engineering process. Now running Ergon Insights, Jason consults with organizations on practical AI adoption, coaches technology leaders, and builds AI-powered software solutions using AI-first development practices and tools as core accelerators. Jason holds an MS in Business Analytics from the University of Nebraska-Lincoln and brings deep experience from leadership roles at IQVIA, Healthcare Data Solutions, and other technology companies. A veteran of the Army National Guard and a leadership practitioner grounded in Extreme Ownership principles, he's passionate about building people up alongside building technology. Based in Johnson City, Tennessee, Jason is committed to growing the Tri-Cities region into a technology hub, making Forge Academy a natural extension of that mission: equipping everyday problem-solvers with AI tools to build real software solutions in just six weeks.

Course Curriculum

1
Week 1AI-First Foundations & Shipping Fast
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Participants ship software in Week 1. Psychological shift: "I can build and deploy real software."

Topics

  • What AI-First Product Development means
  • Frontend vs Backend vs Database
  • Using AI as a structured development partner
  • Git fundamentals: commits, branches, and your first pull request
  • Deployment fundamentals

Deliverables

  • checkBuild and deploy AI Meeting Intelligence v0
  • checkLive deployed URL on Vercel
  • checkGitHub repository with at least 3 meaningful commits
  • checkScreenshot submission
  • checkWritten reflection: What I learned about AI-assisted development
2
Week 2Introduction to AI Integration: Refinement, Structure & Cost Awareness
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Participants integrate AI into a functioning product and understand how it fails. Psychological shift: "I can build AI-enabled tools, and I know what happens when they break."

Topics

  • API fundamentals
  • Environment variables
  • Secure API key handling
  • Prompt structure basics
  • Structured outputs
  • Deliberate failure exercise: bad prompts
  • token overflows
  • rate limits
  • revoked keys
  • Prompt refinement techniques
  • Structured JSON responses
  • Parsing AI output safely
  • Token awareness
  • Cost modeling basics
  • Responsible AI use

Deliverables

  • checkBuild AI Meeting Intelligence v1 with LLM integration
  • checkGenerate executive summaries, key decisions, and action items
  • checkDeploy updated product to production
  • checkComplete Failure Lab: document 3 failure modes with resolution strategies
  • checkReflection on prompt iteration and response quality
3
Week 3Authentication & User Systems
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Participants understand production-level user systems and collaborative development. Psychological shift: "This is now a real product, and I work like a real developer."

Topics

  • What authentication is
  • Role of Supabase Auth
  • Protected routes
  • User-specific data storage
  • Row-level security fundamentals
  • Git branching and pull request workflow

Deliverables

  • checkBuild AI Meeting Intelligence v3 (multi-user version)
  • checkImplement user signup/login
  • checkCreate protected dashboard
  • checkSave transcript history per user and enforce data separation
  • checkSubmit all changes via pull request (not direct push to main)
  • checkComplete peer code review: give and receive written feedback
4
Week 4From Demo to Product
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Participants understand product reliability. Psychological shift: "I think like a product builder, not a hobbyist."

Topics

  • Observability basics
  • Logging principles
  • Reliability and failure modes
  • UX polish
  • Basic SaaS thinking
  • Branch-based workflow: all changes via PR from this point forward

Deliverables

  • checkBuild production-ready AI Meeting Intelligence v4
  • checkImplement usage limits (e.g., 5 summaries per day)
  • checkAdd basic analytics tracking (count summaries generated)
  • checkImprove UI states and error boundary handling
  • checkSubmit Product Maturity Checklist: API failure plan, cost limits, heavy-use risks
5
Week 5Capstone Design & Architecture
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Design and plan capstone project with instructor approval.

Topics

  • Product brief creation
  • Architecture design
  • Database schema planning
  • Scope definition

Deliverables

  • checkSubmit 1-page product brief (problem, target user, 3 core features, value prop, monetization)
  • checkCreate basic architecture diagram (frontend, backend, database, AI integration)
  • checkOutline database schema
  • checkSign scope contract committing to exactly 3 core features — no additions after approval
  • checkObtain instructor approval before development begins
6
Week 6Demo Day
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Present final capstone project with full product walkthrough and technical explanation.

Topics

  • Product presentation
  • Architecture overview
  • AI integration explanation
  • Cost modeling
  • Risk assessment
  • Future roadmap

Deliverables

  • checkPresent live deployed application — failure to deploy = incomplete
  • checkDeliver product walkthrough and architecture overview
  • checkExplain AI integration and demonstrate it live
  • checkPresent estimated cost model and risk considerations
  • checkShare future roadmap

Ready to Build?

Join the inaugural cohort and start shipping AI-powered products from week one.

Foundations of AI-First Product Development | FoundersForge AI Academy