9 topics
Articles
Long-form technical writing on AWS architecture, AI-assisted engineering, and the economics underneath both.
AI and ML in the AWS Cloud
Vector Database Architecture: How Vector Search Powers RAG Systems
Video Content Moderation with SageMaker Pipelines and Open-Source Models
Video Content Moderation: AWS Managed Services vs. Open-Source Models
Video Content Moderation with Step Functions and AWS AI Services
SageMaker Pipelines: An Architecture Deep-Dive
Building Large-Scale SageMaker Training Pipelines with Step Functions
Best Practices for Networking in AWS SageMaker
AWS Architecture
AWS Cost Allocation and FinOps Architecture Deep Dive
Terraform + CloudFormation StackSets: Deploying IAM Roles Across Every Account in Your Organization
AWS IAM: An Architecture Deep-Dive
OIDC and OAuth 2.0: An Architecture Deep-Dive
Real-Time Messaging Protocols: WebSockets, SSE, gRPC, Long Polling, and MQTT Compared
AWS Aurora: Getting Close to Multi-Region Active/Active
AWS DynamoDB: An Architecture Deep-Dive
AWS Cognito User Authentication: An Architecture Deep-Dive
AWS Event-Driven Messaging: SNS, SQS, EventBridge, and Beyond
AWS Lambda Container Images: An Architecture Deep-Dive
Lambda Behind ALB Behind CloudFront: An Architecture Deep-Dive
AWS OpenSearch Service: An Architecture Deep-Dive
Amazon CloudFront: An Architecture Deep-Dive
Amazon ElastiCache: An Architecture Deep-Dive
AWS Elastic Load Balancing: An Architecture Deep-Dive
AWS Step Functions: An Architecture Deep-Dive
Amazon API Gateway: An Architecture Deep-Dive
AWS Cost Savings
Accessibility Engineering
Agentic Coding
Making AccelaStudy AI Accessible to All
Eleven Years in Forty-One Days
Achieving Determinism with LLM Agents: An Architecture Guide
Building an Enterprise Chatbot: React, FastAPI, and WebSocket Architecture
Automated TDD with Claude Code: Testing Strategy for AI-Assisted Engineering
The Leverage Factor, Part 2: Defending the Numbers
Agentic Coding, FOMO, and Flow State Addiction
Agentic Coding and Decision Fatigue: The Cognitive Cost of Supervising AI
Building a Cloud Knowledge Benchmark: Testing What LLMs Actually Know About AWS
Giving Claude Code a Voice with ElevenLabs
The Leverage Factor: Measuring AI-Assisted Engineering Output
Single Serving Applications - The Clones
Ephemeral Apps Are Almost Here
