Posts

All the articles I've posted.

• Memory, Knowledge Graphs & Code Intelligence

  23 May, 2026

  The authoritative reference for Claude's three-layer knowledge system - persistent memory, graphify codebase graph, and gitnexus call graph — what each stores, how to maintain them, and how they compose.

• MCP Setup - GitHub, ClickUp & Lark Integration

  22 May, 2026

  Set up GitHub MCP for PR and CI management, ClickUp MCP as your primary project management integration, and Lark MCP as a team comms alternative — all from the terminal without context-switching.

• Claude Code & the AI Development Layer

  21 May, 2026

  By the end of this part, you will learn Claude Code configuration, MCP servers, graphify, gitnexus, and the 6-phase AI-accelerated module workflow.

• Production Deployment — ECS Fargate, RDS, ElastiCache & Zero-Downtime Releases

  20 May, 2026

  Deploy both NestJS apps (api + portal-api) and the Next.js frontend to AWS ECS Fargate with RDS PostgreSQL, ElastiCache Redis, Secrets Manager for environment variables, a GitHub Actions CD pipeline, and a zero-downtime migration strategy using one-off ECS tasks