Blog
Thoughts on AI integration, cloud systems, and engineering practices
Engineering#AI#Frontend
Visual Agentic Intelligence in Modern Frontend
Exploring the intersection of LLMs and reactive UI patterns to create interfaces that think and adapt.
2026-01-15
8 min read
Engineering#AI#MCP
Building Production-Ready MCP Servers
How I unified observability data and documentation into a single intelligent interface using the Model Context Protocol.
2025-02-10
8 min read
AI & QA#LLM#Automation
From Test Code to Natural Language: Automating with LLMs
How I reduced test development time by 70% by integrating LLMs into automation frameworks for agentic test automation from natural language.
2025-02-08
10 min read
Cloud Architecture#AWS#Docker
Scaling to the Cloud: Docker to AWS Migration Playbook
Lessons from migrating a global platform from on-prem Docker to AWS across multiple data centers—achieving 80% migration in 10 months.
2025-02-05
12 min read
FinTech & Integration#OpenBanking#APIs
The Open Banking Migration: From Screen Scraping to APIs
How I led the transition of 90% of financial data aggregations from legacy screen-scraping to Open Banking APIs over 3 years.
2025-02-01
9 min read