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WebBuilding AI-Powered Data Analytics with Snowflake Cortex
1+ hour, 1+ min ago (1261+ words) Data analytics has evolved far beyond creating dashboards from spreadsheets and traditional databases. Organizations today generate massive amounts of structured and unstructured data, and they need to turn that data into insights quickly. At the same time, generative AI is…...
I benchmarked 8 LLMs for a niche production app. The flagship cost 5.8x more - and lost.
1+ hour, 48+ min ago (394+ words) My app generates personalized readings for BaZi — Chinese "Four Pillars" birth charts. Every reading is an LLM call, every call costs money, and the domain is full of trap terminology that models love to botch. So before launch I benchmarked…...
Stop Slouching! Build an AI-Powered Posture Monitor with MediaPipe and Python
2+ hour, 57+ min ago (414+ words) We've all been there. You start your coding session sitting tall like a professional athlete, and three hours later, you've slowly morphed into a human shrimp 🦐. Your neck is strained, your back hurts, and Repetitive Strain Injury (RSI) is lurking…...
Gemma 4 in Pure JAX: What Ports from TPU to GPU, and What Doesn't
2+ hour, 57+ min ago (1003+ words) This article is about running a hand-written Gemma 4 port in pure JAX on three different accelerators, and about the two places the abstraction leaks. The code is here: This project aims to serve one Gemma 4 checkpoint from one JAX port…...
Pure JAX on G5g: Serving Gemma 4 on Graviton and a T4G
2+ hour, 57+ min ago (1363+ words) This article provides a step by step deployment guide for serving Google's Gemma 4 on an AWS EC2 G5g instance using pure JAX. The code is here: This project aims to serve a modern open model on the cheapest whole CUDA GPU AWS…...
Stop guessing your mana curve: Deterministic math vs LLM intuition
3+ hour, 33+ min ago (807+ words) If you've ever played a competitive TCG—Magic: The Gathering, Pokémon, Lorcana—you know the feeling. You spend three hours tweaking a list. You add one more land here, swap a creature for a spell there. Then the game starts, and…...
Stop Choosing Between BM25 and Vector Search: Implement Hybrid Search with RRF
4+ hour, 37+ min ago (262+ words) Combine dense embeddings and sparse keyword search using Reciprocal Rank Fusion to eliminate retrieval failure modes in production RAG systems. Most production RAG pipelines start with pure vector search. It works reliably during initial demos, but fails quietly once users…...
Your agent didn't fail. You closed the lid
5+ hour, 2+ min ago (703+ words) SleepSwitch is a macOS menu bar toggle that stops your Mac from sleeping — lid closed included. One click, no password prompts, and a battery guard so you don't cook your laptop in a bag. You kick off a long agent…...
Transformers: Understanding the Architecture Behind Modern AI
8+ hour, 4+ min ago (1410+ words) Transformers are the heart of modern AI models. AI has seen a lot of breakthrough advancements from ChatGPT to AI, and now. After the development of Transformers, translations and question-answering tasks have seen a breakthrough. In this blog, I will…...
An AI agent can make a reasonable decision from accurate information—and still take the wrong action.
8+ hour, 19+ min ago (814+ words) The problem is timing. Business systems do not pause while an agent reads data, calls tools, reasons, waits for approval, or prepares an action. An account can be frozen. A payment authorization can be withdrawn. Inventory can be sold. A…...