AI Systems · Automation · Agentic Workflows
Stop reading about AI.
Start shipping AI systems.
Practical playbooks, real workflows, and battle-tested architectures for
developers, founders, and operators who’d rather build than browse.
No course-funnel fluff. No tool-of-the-week hype.
Builders who already know prompts aren’t a strategy
Shipping Soon
The Playbooks are in production.
Working agents. Real deployments. Full implementation guides
with code, costs, and what broke. Released one at a time —
only when they’re ready to ship.
Lead Generation Agent
In testing
Inbox Triage System
Architecture
Reporting Automation
Planned
You don’t need another “Top 10 AI Tools” list.
The internet has plenty of AI surface-level content. The Agentic Lead
exists for the layer beneath that.
Tool roundups & screenshots
Working system architectures
“What is agentic AI?” explainers
“Here’s the agent we built — and what broke”
Prompt-engineering tips
Production patterns: retries, fallbacks, evals
YouTube demos in sandboxes
Code, infra, and cost breakdowns
Hype about what AI will do
Workflows that work today
Beginner course funnels
Builder-grade documentation
The Agentic Stack Blueprint.
A 27-page architecture guide covering the seven building blocks of
production-grade AI systems — orchestration, memory, tool use, evals,
fallbacks, cost control, and observability.
Annotated diagrams of every production component
For the most common workflows builders ship
n8n vs LangGraph vs custom code — when to use each
Model your spend before you build
The 12 ways agents break in production
When to use SaaS, when to build custom
Free. No course pitch at the end. Sent once, that’s it.
9 years shipping. Now documenting what works.
I’ve spent the last 9 years building production systems — .NET enterprise
applications, mission-critical software for oil & gas, specialized
engineering tools, and leading agile teams as a Scrum Master.
The Agentic Lead exists because most AI content is written by people
who haven’t shipped anything substantial. I write from the perspective
of someone who has actually built systems, led teams, and seen what
breaks under pressure.