Manual
Human does everything
Assisted
AI as copilot
Autonomous
AI acts independently
Agents are the Interface
Nova 2: Lite · Sonic · Omni
Incremental gains, not magic
Bedrock = model marketplace
Custom models are possible
Expensive
Risky
Rarely needed
Choice beats supremacy
Long-lived AI workers
Memory · Tools · Policies · Autonomy
DevOps Agent
Security Agent
Kiro (IDE)
Natural language → Code
Humans supervise
Intent
Contracts
Implementation
Details
Python is the new assembly 😄
"I want X"
Terraform / Pulumi
Running Infrastructure
Security starts at prompt time
IAM Autopilot · Policies · Audit Trails
Use best models
Adopt agents carefully
Over-invest in validation
You don't write the email
You approve the outcome
The most valuable engineers won't be the fastest typers - they'll be the best delegators.