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Securing LLM Inference Endpoints: Treating AI Models as Untrusted Code
A troubling pattern is emerging in AI deployments across the industry. Traditional application security is deterministic; AI attac...
Stop Drowning in AI Models: A 3-Pillar Framework for Evaluation
Evaluating AI models shouldn't require weeks of setup or custom tooling for each comparison. This framework breaks model evaluatio...
Intelligent Document Processing: A Simple Chunking Strategy for AI Content Gener...
A practical 5-step chunking approach that cuts token costs by 87% while preserving the content that matters most.
I Finally Made It to YOW!
Beside my own talk and the masterclass, I also attended other speakers' talks.
The Intoxication—and Limits—of AI-Assisted Development
Beyond a certain complexity threshold, progress depends less on generation speed and more on architectural clarity.
I Got 15K People to Practice SQL by Turning Them Into Detectives
SQL practice is boring because you're querying meaningless data in a vacuum. I built SQL Case Files - a detective game where you s...
When Models Meet the Real World: Lessons from Production ML
The bitter truth people hardly talk about is that one cannot really be sure of what the outcome of a machine learning model will b...
My "Serverless" Dream Turned into an IP Ban Nightmare: Why I Moved to Desktop
I built a Reddit marketing tool on Next.js, but server-side scraping led to instant IP bans. This post explains why I pivoted to a...
How I Modernized a Legacy System Into a Scalable API-First Platform: A Deep Tech...
Modernizing legacy systems is not optional anymore, it’s a survival strategy for small and mid-sized businesses. Modernizing a leg...
Stop Blindly Building AI Swarms: The New "Scaling Laws" for Agents Are Here
Researchers at MIT, Google, and others have released the first-ever 'Scaling Laws for AI Agents' They found that more agents do NO...
Too Many Agent Chats? Amp’s New Thread Map Shows What Connects to What
Amp’s Thread Map visualizes what AI coding agents are doing and how their work connects, helping keep context intact and making pa...
Microsoft Fabric IQ Puts Ontology Back on the Map — and Back in the Confusion
Enterprise and data architects, data modelers, GenAI adopters, analysts, thought leaders, Graph RAG application builders, Microsof...
