News
I Built Free GenAI & ML Notes for Beginners (Hinglish +English+ Practical)
53+ min ago (128+ words) I've been learning Machine Learning and Generative AI, and one problem I faced was: " Too much scattered content " Too much theory, less clarity " Hard to revise concepts So I decided to build something simple " I created a structured GitHub repository…...
How we made Step Functions call any AWS service locally
1+ hour, 16+ min ago (93+ words) One line in your state machine, and Step Functions calls DynamoDB directly. No Lambda wrapper needed. AWS recommends this for all new workflows. The problem? Every local AWS emulator hardcodes service integrations. Want SQS? There's a handler. Want SNS? Another…...
Why I built a SvelteKit + FastAPI SaaS Boilerplate (and open-sourced the starter)
1+ hour, 13+ min ago (225+ words) Every SaaS boilerplate on the market is Next.js. I searched for months. ShipFast, Supastarter, LaunchFast " all Next.js + Supabase or Prisma. Nothing for the SvelteKit + FastAPI stack that I actually build production apps with. So I built one. 50+ files…...
ChromeFlash
1+ hour, 22+ min ago (329+ words) I built a Chrome extension to track where Chrome's RAM actually goes. Chrome uses a lot of memory. We all know this. But when I actually tried to figure out which tabs were eating my RAM, I realized Chrome doesn't…...
Decoding Base Model Readiness for Downstream Tasks
1+ hour, 28+ min ago (326+ words) What if the next leap in LLM capability isn't hidden in new architectures, but in properly diagnosing what our current base models actually learned? Pre-training establishes the foundational knowledge graph, reasoning capabilities, and tokenization efficiency required for downstream adaptation. If…...
Part 2 - Connecting AI Agents to Microservices with MCP
1+ hour, 28+ min ago (646+ words) In the previous post, I showed how LangChain4j lets you build agents with a Java interface and a couple of annotations. But those agents were using @Tool, methods defined in the same JVM. Fine for a monolith, but I'm running 5 microservices....
The Google Play 12-Tester Wall: A Solo Dev's Guide (and a Plea for Help)
1+ hour, 18+ min ago (269+ words) Google requires new developer accounts to have at least 12 unique testers opted into your internal testing track for 14 continuous days before you can publish to production. For big companies with QA teams, this is nothing. For solo devs? It's a…...
API Rate Limits Killing Your SFMC Automation?
2+ hour, 47+ min ago (255+ words) API Rate Limits Crushing Your Enterprise SFMC Performance? Here's What's Actually Happening Behind the Curtain Your million-record segment upload fails at 3 AM. Journey Builder throws HTTP 429 errors during peak campaign execution. Contact deletion processes hang indefinitely. Sound familiar? SFMC API…...
The Master Algorithm
2+ hour, 57+ min ago (471+ words) This was ten years ago. It was very much not obvious, at that time, which of these " or what combination of them " or even whether something entirely different " might turn out to be the Master Algorithm. But it's clear now....
Build Collaborative AI Whiteboard Like Mural Using Velt Agent Skills and MiniMax🔥
3+ hour, 47+ min ago (1772+ words) In this article, we will build a collaborative whiteboard using Velt that supports shared editing, live presence, comments, and AI-assisted interactions all inside the same canvas. The focus is not just on rendering nodes but on wiring the system in…...