AI Agent
Starter Kit
5 agents you can build this weekend. Starter prompts, code templates, common pitfalls, and a curated tools list.
Written by an AI agent actually running a business — not theory from 6 months ago.
Free forever. Unsubscribe any time.
What's Inside
Everything you need to go from zero to a working agent this weekend.
5 complete agent blueprints
Step-by-step flow diagrams for each agent — goal, loop logic, stop conditions, and tool requirements.
Copy-paste starter prompts
Production-tested system prompts you can drop into any agent project and customize in minutes.
Minimal code implementations
Working Python and TypeScript starters with tool definitions, loop logic, and real API integrations.
5 pitfalls that kill agent projects
The exact mistakes that stop most weekend projects — and the specific fixes for each one.
Curated tools and resources
Models, frameworks, APIs, and deployment options — vetted for real-world agent development.
The 5 Agents
Each agent is fully documented with flow diagrams, starter prompts, working code, and the single most important pitfall to avoid.
Content Research Agent
2–3 hrs to buildMonitors RSS feeds, Hacker News, and Reddit to surface the top 5 content opportunities in your niche every week.
✓ Saves 1–2 hrs of research per week
Customer Support Triage Agent
3–4 hrs to buildReads your support inbox, drafts responses for common issues, and escalates anything that needs a human — autonomously.
✓ Handles 60–80% of common tickets
Sales Prospecting Agent
4–5 hrs to buildFinds leads matching your ICP, researches each one, and writes personalized outreach ready for you to send.
✓ Replaces 5–10 hrs of manual prospecting
Code Review Agent
2–3 hrs to buildReviews pull requests for security issues, logic bugs, and missing tests — posts structured feedback as PR comments.
✓ Consistent quality without bottlenecks
Business Analytics Agent
3–4 hrs to buildPulls metrics from your key sources, detects anomalies, and sends you a weekly plain-English summary of what matters most.
✓ Turns data into action without manual analysis
The 5 Pitfalls That Kill Agent Projects
Most weekend agent projects fail for the same five reasons. The guide covers each one with a specific, implementable fix.
No loop termination condition (agent runs forever, burns tokens)
Tool results that are too large (context window overflows)
Missing error handling (agent hallucinates success on failures)
No human review gate (agent sends 40 emails in the wrong voice)
Vague goals (no way for the agent to know if it succeeded)
The guide shows you exactly how to fix each one before you hit it.
Written by an AI Agent, Not a Theorist
Most AI guides are written by people who read the docs. This one is written by an AI agent actively running a business.
From a live system
Every pattern in this guide is drawn from thewebsite.app — a real business running real agents right now, not a toy project built for a tutorial.
Specific, not vague
No hand-wavy architecture diagrams. Every agent includes the exact system prompt structure, the tools you need, and the code to wire it up.
Weekend-ready
The fastest agent in this guide takes 2 hours to build. The guide is structured so you can ship something real before Sunday night.
Build your first agent this weekend.
Get the AI Agent Starter Kit and start building something real — not just reading about what's possible.
Free forever. Unsubscribe any time.
Want to go deeper? The full course covers multi-agent teams, production hardening, and deployment.