AI product engineer

AI product engineer course by Devs.kz

Course author Askar Aituov

📩 Register by contacting telegram group or via email: hi [ at ] devs.kz

Full Curriculum Roadmap

Tools: Google Antigravity, Gemini 3, Attio CRM, Linear.

200,000 KZT 8 Week IntensiveWeek 1: The Product Model & The AI Shift

Theory: Summary of TRANSFORM by Marty Cagan. Transitioning from “Project Manager” to “Product Engineer.” Setting up Google Antigravity.

Assignment (The Cagan Audit): Feed Kaspi/Halyk public docs into Gemini 1.5 Pro. Generate a 1-page AI Transformation Memo based on Cagan’s 3 Dimensions.Week 2: Deep Discovery & AI Specifications (JTBD)

Theory: Jobs to be Done (JTBD) and Continuous Discovery (Teresa Torres). Persona simulation with Gemini.

Assignment (The JTBD Interviewer): Build an Agent that interviews you to uncover root causes and outputs a structured PRD in Markdown.Week 3: The Antigravity Workflow (Execution)

Theory: Agent-First Development. Manager View vs. Editor View. The 4 Tenets: Trust, Autonomy, Feedback, Self-Improvement.

Assignment (Hello, Agent): Build a “Link-in-Bio” clone without typing a single line of code. Act as the Manager approving plans until live on Vercel.Week 4: AI Evals & Quality Assurance

Theory: AI Hallucinations and Defining Success Criteria. Regression testing in the age of LLMs.

Assignment (The Critic): Build a “Judge Agent” that reads code and PRDs, then outputs a “Compliance Score” (0-100%).Week 5: AI Unit Economics (The P&L)

Theory: Tokenomics: Cost Per Query (CPQ) vs. LTV. Model Selection (Flash vs. Pro).

Assignment (The CFO Bot): Build a Calculator Agent that estimates monthly cloud bills based on your business usage assumptions.Week 6: Go-To-Market with Attio CRM

Theory: Product-Led Growth (PLG) mechanics and Modern CRM architecture.

Assignment (The Sales Autopilot): Build a script to extract website leads, identify “Heads of Product,” and write personalized emails in Attio.Week 7 & 8: Capstone & Showcase

Focus: Multi-Agent Systems (MAS) and MCP integration. Shipping a functional AI Tool solving a real B2B problem.

The Exam: Present your product to a panel of “Virtual VCs” (Gemini 3 Personas). Projects listed on skills.devs.kz.

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