Exploring MCP: The Client, The Server, The AI, and Why It Actually Matters
I’ve spent the past few weeks diving into Model Context Protocol (MCP) — partly out of curiosity, partly because everyone kept talking about it like it was t...
Recent Posts
How We Solved AWS Lambda Code Storage Limit Issues with Layers
When you’re working with AWS Lambda at scale, you eventually hit limits you didn’t expect. For us, it happened when we tried to deploy a new function and got...
Reprocessing 25M Records Without Losing My Mind
Sometimes the “simple” tasks are the ones that stretch your creativity the most. I recently had to reprocess historical data from 2023 — about 25 million rec...
Vibe Coding Gone Wrong: A Real-World Wake-Up Call
“I destroyed months of work in seconds.” — A software agent, after wiping a live database
AWS Lambda Timeout Got You? Beat It with Recursion (and a Little JS Magic)
We’ve all been there. You’re building something cool with AWS Lambda — serverless, fast, simple. Everything’s great… until you hit this dreaded limit: