Agentic SDD AutoLearner by Erion BarasuolAgentic SDD AutoLearner | Contra

Learn to engineer AI agents, not just prompt them.

Agentic SDD AutoLearner is a 60-day, hands-on learning system for software engineers who want to understand how AI agents actually work and learn how to direct them through Spec-Driven Development (SDD).
This isn't a collection of prompts or a passive video course.
You work directly with an AI tutor inside a structured local environment. You'll investigate mechanisms, write your own specifications, complete executable labs, test your understanding, and progressively learn how to control the context, constraints, execution, and verification surrounding AI agents.

What you'll learn

How LLMs and AI agents actually operate
Prompt and context engineering
Agent context, memory, tools, and execution loops
Spec-Driven Development
Turning requirements into executable specifications
Directing AI agents without surrendering engineering judgment
Reviewing and verifying AI-generated work
Building reliable agentic development workflows
Testing, QA, and failure analysis for AI-assisted development

What you get

60-day structured curriculum
~1 hour per day
6 progressive learning phases
AI tutor protocol
14 executable hands-on labs
122 automated checks
Written drills and assessments
Persistent learning progress
Built-in verification tools
Final capstone project
Fully local learning environment
Zero external runtime dependencies

Built for engineers

The system deliberately prevents the AI tutor from doing the important thinking for you.
One of its core rules is simple:
The AI doesn’t write your spec. You do.
The tutor can challenge your reasoning, expose gaps, explain mechanisms, and review your work, but the engineering decisions remain yours.
Because watching an AI perform Spec-Driven Development isn’t the same as learning it.

How it works

Download the package, run the built-in environment check and initialization, open it with your AI coding assistant, and begin Day 1.
Your progress persists as you move through the curriculum, labs, drills, assessments, and ultimately the capstone.
No platform subscription. No proprietary learning dashboard. No account required for the AutoLearner itself.
Bring your AI coding assistant. The AutoLearner provides the system around it.

Who it's for

Built primarily for software engineers and technical professionals who already know how to build software but want to become significantly better at working with modern AI coding agents.
If you're already using AI to generate code and feel that “just prompt it better” isn't a sufficient engineering methodology, this is for you.

60 days. ~1 hour a day.
Go from using AI agents to engineering how they work for you.
Get it for$49.00
Self-Guided
$49.00
Complete 60-day AutoLearner with 14 hands-on labs, 122 automated checks, drills, assessments and capstone. Learn independently at your own pace.
Tags
AI Agents
Claude
Developer Tools
Node.js
AI Developer
Artificial Intelligence
Software Engineering
Spec-Driven Development
Product created by
Erion Barasuol São Paulo, Brazil
1
Followers
Get it for$49.00
Self-Guided
$49.00
Complete 60-day AutoLearner with 14 hands-on labs, 122 automated checks, drills, assessments and capstone. Learn independently at your own pace.
Tags
AI Agents
Claude
Developer Tools
Node.js
AI Developer
Artificial Intelligence
Software Engineering
Spec-Driven Development

Learn to engineer AI agents, not just prompt them.

Agentic SDD AutoLearner is a 60-day, hands-on learning system for software engineers who want to understand how AI agents actually work and learn how to direct them through Spec-Driven Development (SDD).
This isn't a collection of prompts or a passive video course.
You work directly with an AI tutor inside a structured local environment. You'll investigate mechanisms, write your own specifications, complete executable labs, test your understanding, and progressively learn how to control the context, constraints, execution, and verification surrounding AI agents.

What you'll learn

How LLMs and AI agents actually operate
Prompt and context engineering
Agent context, memory, tools, and execution loops
Spec-Driven Development
Turning requirements into executable specifications
Directing AI agents without surrendering engineering judgment
Reviewing and verifying AI-generated work
Building reliable agentic development workflows
Testing, QA, and failure analysis for AI-assisted development

What you get

60-day structured curriculum
~1 hour per day
6 progressive learning phases
AI tutor protocol
14 executable hands-on labs
122 automated checks
Written drills and assessments
Persistent learning progress
Built-in verification tools
Final capstone project
Fully local learning environment
Zero external runtime dependencies

Built for engineers

The system deliberately prevents the AI tutor from doing the important thinking for you.
One of its core rules is simple:
The AI doesn’t write your spec. You do.
The tutor can challenge your reasoning, expose gaps, explain mechanisms, and review your work, but the engineering decisions remain yours.
Because watching an AI perform Spec-Driven Development isn’t the same as learning it.

How it works

Download the package, run the built-in environment check and initialization, open it with your AI coding assistant, and begin Day 1.
Your progress persists as you move through the curriculum, labs, drills, assessments, and ultimately the capstone.
No platform subscription. No proprietary learning dashboard. No account required for the AutoLearner itself.
Bring your AI coding assistant. The AutoLearner provides the system around it.

Who it's for

Built primarily for software engineers and technical professionals who already know how to build software but want to become significantly better at working with modern AI coding agents.
If you're already using AI to generate code and feel that “just prompt it better” isn't a sufficient engineering methodology, this is for you.

60 days. ~1 hour a day.
Go from using AI agents to engineering how they work for you.
$49.00
Buy