📚 Reference documents
Official documentation used by the Tech Labs, checked on 5 Nov 2026. Cloud and AI products change quickly: we re-check these every quarter and mark preview features as preview.
AWS
- AWS Well-Architected Framework
- Agentic AI Lens (Well-Architected)
- AWS DevOps Agent user guide
- CloudFormation resource types
- AWS services for automation
- What is IAM?
- IAM policy evaluation logic
- What is Amazon VPC?
- VPC security groups
- What is Amazon S3?
- S3 lifecycle management
- What is AWS Lambda?
- SQS dead-letter queues
- What is Amazon EventBridge?
- What is Amazon EKS?
- What is Amazon ECS?
- What is Amazon CloudWatch?
- What is AWS X-Ray?
- What is Amazon Bedrock?
- Bedrock knowledge bases
- Bedrock guardrails
- What is AWS CloudFormation?
- AWS CDK developer guide
- What is AWS Organizations?
Apache
Argo Project
Checkov
Delta Lake
Docker
Flux
Git
GitHub
Google SRE
Government of India
Great Expectations
HL7
HashiCorp
Helm
IETF
IRDAI
Jenkins
Kubernetes
MCP
MDN
MIT OpenCourseWare
MeitY
Microsoft
Microsoft Learn
- Azure resource providers and types
- Build and extend AI agents (lab)
- Azure Architecture Center
- Azure Well-Architected Framework
- Azure Resource Manager overview
- Azure Policy overview
- Azure Virtual Network overview
- Network security groups
- Private endpoints
- Managed identities for Azure resources
- Azure Key Vault overview
- Azure Functions overview
- Azure Kubernetes Service
- Azure Monitor overview
- Azure Backup overview
- API Management key concepts
- Bicep overview
- Bicep what-if
- Azure AI Search
- Retrieval-augmented generation in Azure AI Search