@divyamp
About
Fullstack Software Engineer specialising in cloud architecture, system design, and AI. I write deep dives on building production systems — the decisions, the tradeoffs, and the reasoning behind them. No fluff, no tutorials you've seen a hundred times.
Available for
Nothing here yet.
Recently published
The Necklace That Failed Five Times: Building a Self-Critiquing Multi-Agent Portrait Pipeline
May 28 · 7 min read · Introduction Most AI image generation workflows are open-loop: you write a prompt, you get an image, you decide if it's good. If it's not, you tweak the prompt and try again. The feedback loop runs th
Join discussionBridging Google ADK and MCP: Building Framework-Agnostic AI Tools
May 23 · 5 min read · Introduction The AI agent ecosystem is fragmented. Every framework — LangChain, Google ADK, CrewAI, AutoGen — has its own tool format, its own abstractions, and its own way of connecting agents to cap
Join discussionBuilding a Serverless Full-Stack App on AWS with CDK: Architecture Decisions and Tradeoffs
May 20 · 5 min read · Introduction Infrastructure-as-code has a reputation for complexity. But when it's done well — with a typed language, a composable abstraction layer, and clear stack boundaries — it becomes the most r
HHemanth commented