+ Workshop 03
WS-03 / 13:00
Give Your Agent a Job
Building an AI-native service.
+ Last time
The application can reason and act.
We gave it a brain.
We turned it into an agent.
Today, we'll give it a job.
+ Software evolution
Today we move from acting to providing value.
Compute
Execute instructions.
Reason
Understand and decide.
Act
Use tools.
Provide value
Solve a reusable job.
Capture value
Charge for or authorize execution.
+ Purpose
An agent without a purpose is just potential.
A useful agent provides a service.
The service needs clear inputs and valuable outputs.
+ Good AI service
AI should create value, not just return data.
- 01 Solve a real problem
- 02 Have clear inputs
- 03 Produce valuable outputs
- 04 Be reusable through an API
+ AI service pattern
Raw data becomes decisions.
External Data
GitHub repository metadata.
AI Reasoning
Nebius Token Factory.
Added Value
Insight, recommendations and action plan.
+ Service
Meet the AI Builder Mentor.
An AI mentor for software builders.
Give it a GitHub repository and it will help you become a better engineer.
+ Input
The mentor needs context and a goal.
- 01 GitHub repository
- 02 Your optional goal
- 03 Example: help me prepare for a Senior Solutions Architect interview
+ Output
The mentor turns information into guidance.
- 01 Understand the project
- 02 Review the architecture
- 03 Highlight strengths
- 04 Identify improvement opportunities
- 05 Recommend what to learn next
- 06 Create an action plan
+ Why AI
GitHub gives data. The mentor gives decisions.
GitHub
- Repo
- README
- Languages
- Metadata
Mentor
- Insights
- Recommendations
- Personalized plan
+ Architecture
Builder Mentor API connects external data with reasoning.
+ Today's workshop
By the end, your agent provides a real service.
- 01 Builder Mentor service
- 02 GitHub integration
- 03 AI reasoning with Nebius
- 04 REST API
+ The journey
Each workshop builds on the previous one.
Workshop 1 - Give our application a brain.
Workshop 2 - Turn it into an agent.
Workshop 3 - Give the agent a job.
Workshop 4 - Let the agent get paid.
+ Build mode
WS-03 / Build
Let's build.
Create the Builder Mentor API, connect GitHub, and add reasoning with Nebius.