✦ New for 2026 β€” 10 Modules, Real Code

Build AI Agents That
Actually Work

Stop watching tutorials. Start shipping agents. The complete kit to go from zero to production-ready AI agents β€” with real code, real patterns, and zero hand-waving.

$97 $49 Launch Price
βœ“ Instant access
βœ“ Copy-paste code examples
βœ“ No frameworks required
βœ“ Free updates forever

10 Modules. Every Layer Covered.

From understanding what agents actually are to deploying multi-agent pipelines in production. No gaps, no hand-waving.

Guide
πŸ“–
Complete Agent Guide
  • What agents really are (vs. the hype)
  • Chatbot vs. agent vs. simple API call
  • Anatomy: perception, reasoning, action, memory
  • 5 core architectures with diagrams
Patterns
🎨
6 Design Patterns
  • Tool-using agent β€” the foundation
  • Router + specialist agents
  • Pipeline (sequential) pattern
  • Reflection, human-in-loop, multi-agent
Code
πŸš€
Build Your First Agent
  • 7-step walkthrough from scratch
  • Full research agent with real tools
  • Copy-paste ready Python code
  • Deploy and run in under an hour
Resource
πŸ’¬
50 System Prompts
  • Researcher, writer, analyst, support roles
  • Sales, security auditor, project planner
  • Each prompt tested and production-ready
  • Annotated so you understand why it works
Security
πŸ”’
Security Checklist
  • Prompt injection attack patterns
  • Output validation before any action
  • Cost controls and rate limiting
  • Sandboxing tool execution safely
Code
πŸ”§
Tool Integration Guide
  • Web search, file I/O, REST APIs
  • Databases, email, Slack, webhooks
  • Model Context Protocol (MCP) intro
  • Error handling and retry patterns
Resource
πŸ’°
Cost Optimization
  • Model selection matrix with real cost tables
  • Prompt caching β€” save up to 90%
  • Batching and tiered routing strategies
  • Real token budgets for 5 agent types
Advanced
πŸ•ΈοΈ
Multi-Agent Blueprints
  • Orchestrator + worker agent pattern
  • Message passing and shared state
  • Parallel execution and aggregation
  • Monitoring distributed agent systems
Debug
πŸ›
Troubleshooting Guide
  • 20 real agent failures with root causes
  • Accordion UI β€” find your bug fast
  • Debug prompts to diagnose each issue
  • Loop detection and graceful fallbacks
Interactive
🎯
Foundations Quiz
  • 25 questions across all 9 modules
  • 80% passing score required
  • Explanations on every answer
  • Certificate unlocked on completion
Bonus
πŸ†
Certificate of Completion
  • Canvas-generated PDF certificate
  • Download as PNG or print
  • LinkedIn and Twitter sharing links
  • Proof you shipped, not just watched

Built for Builders, Not Watchers

If you're serious about shipping agents β€” not just understanding them in theory β€” this kit is for you.

πŸ‘©β€πŸ’»
Developers Who Want to Ship Fast

You know how to code but haven't built agents yet. You want production-ready patterns, not toy examples. Skip the month of research β€” get the distilled playbook.

πŸ—οΈ
Technical Founders Adding AI

You're building a product and need AI agents as a feature. You need to understand architecture tradeoffs, cost at scale, and where agents break before you commit to one.

πŸ”₯
Builders Tired of Tutorial Hell

You've watched 20 YouTube videos and still can't debug your agent loop. This kit gives you the mental model, the real code, and the troubleshooting guide to get unstuck for good.

What You'll Be Able to Build

Real agent architectures you can adapt and ship. Each one covered in the kit with full code examples.

Research Synthesizer

Give it a topic. It searches the web, reads sources, cross-references, and writes a structured report.

Topic In
β†’
Search
β†’
Analyze
β†’
Report
Web Search File I/O Multi-step
Customer Support Bot

Reads support tickets, looks up order data, drafts responses, escalates edge cases to humans.

Ticket
β†’
DB Lookup
β†’
Draft
β†’
Send / Escalate
Database Email Human-in-loop
Code Review Agent

Point it at a PR diff. It reviews for bugs, security issues, and style violations, then posts inline comments.

PR Diff
β†’
Analyze
β†’
Issues
β†’
GitHub API
GitHub API Code Analysis Structured Output
Data Analysis Pipeline

Upload a CSV. It explores the data, runs analysis, generates charts, and writes an executive summary.

CSV Upload
β†’
Explore
β†’
Analyze
β†’
Summary
Code Execution Charts Pipeline Pattern

Before the Kit vs. After

This is the gap between people who talk about building agents and people who actually ship them.

❌ Before the Kit
  • 😡Confused about what "agents" actually means vs. the hype β€” every article says something different
  • πŸ’ΈBurning money on the most expensive model for every call, including trivial ones
  • πŸ”„Agent stuck in infinite loops or hallucinating tool calls that don't exist
  • 🧱No idea how to structure multi-step tasks so the agent stays on track
  • 🀯Copy-pasting code from three different tutorials that all contradict each other
  • πŸ”“No awareness of security risks β€” prompt injection, unchecked outputs, runaway costs
βœ… After the Kit
  • 🧠Clear mental model of agent anatomy and which architecture fits which problem
  • πŸ“ŠCost optimization strategy with real numbers β€” right model for every task tier
  • πŸ›‘οΈRobust agent loops with iteration limits, error handling, and graceful fallbacks
  • πŸ—οΈProven design patterns for pipelines, routers, reflection, and multi-agent systems
  • πŸ“‹50 battle-tested system prompts ready to customize and deploy
  • πŸ”’Security checklist applied β€” output validation, sandbox execution, cost guardrails
πŸ‘©β€πŸ’»
Denise Mathews
Software Engineer Β· AI Builder Β· Tech with Denise

I've spent the past two years building AI-powered products from scratch β€” research tools, automation pipelines, customer-facing agents. I've made every mistake in this kit so you don't have to. Through the Tech with Denise YouTube channel, I break down technical concepts for builders who want real explanations, not just vibes. This kit is everything I wish existed when I started.

Stop Reading About Agents.
Start Building Them.

10 modules. 50 prompts. Real code. Full architecture. One kit.

$49

One-time payment Β· Instant access Β· Free updates

Get the AI Agent Starter Kit β†’
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