Building in Public
Documenting the journey from first line of code to production launch. Technical insights, build journal entries, and lessons learned from building SIPAP.
Phase 6A Complete: When Your Code Works But Business Process Doesn't
Our WhatsApp integration is technically perfect, but we can't send messages yet. Here's what that taught us about building real products.
Phase 4C: Bedrock WhatsApp Deployment
Integrating AWS Bedrock with WhatsApp Business API for conversational AI at scale.
Phase 4B: Lambda Deployment Preparation
Preparing serverless architecture for production-grade MCP deployments on AWS Lambda.
Lambda MCP Deployment: Serverless Intelligence
Deploying Model Context Protocol servers on AWS Lambda for cost-effective, scalable AI infrastructure.
Docker Orchestrator Build: Container Patterns
Building production-grade container orchestration for multi-agent AI systems on ECS Fargate.
Why We Chose ECS Fargate Over Lambda for MVP
No cold starts, persistent connections, better for real-time data. Here's why we picked Fargate.
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