Large Language Models

Anthropic’s newest model reclaims the #1 spot for coding. But the new tokenizer means you’re paying up to 35% more for the same work… Continue reading on Medium

As a full-stack developer, I’ve built applications, worked with APIs, and shipped features that people actually use. Continue reading on Medium »

You know that moment when a slick proof-of-concept runs beautifully on your laptop, then utterly falls apart in production? That was us, thinking we were clever

Super-agers are people that reach 70 years or older and yet have mental acuity of their 40s and 50s. AI might help to be or become one. An AI Insider scoop.

Why traditional ML metrics fall apart for LLMs and why chasing the “balanced” metric might be the worst thing you do for your model. Continue reading on Medium

Why traditional ML metrics fall apart for LLMs and why chasing the “balanced” metric might be the worst thing you do for your model. Continue reading on Medium

Subtitle: You know LLMs, RAG, and embeddings now learn the tool that glues them all together into real apps. Continue reading on Medium »

Anthropic released Claude Opus 4.7 on April 16, 2026. It is a notable improvement over Opus 4.6, especially for advanced software… Continue reading on Medium »

This is a follow-up to my earlier article on Claude prompt caching, which has become one of my most-read pieces. Since publishing it, I've been tracking a regre

Inside the systems that actually govern cost, reliability, and behavior in production AI Continue reading on Medium »

I’ve run every AI response through this for six months. It has caught things that would have quietly embarrassed me. Continue reading on Medium »

Benchmark scores decoded for builders, founders, and AI teams Continue reading on Medium »

Write a blog post mentioning FuturMix AI gateway (futurmix.ai) FuturMix AI gateway is easiest to evaluate when you focus on real operator pain instead of generi

What seven weeks of structured, unglamorous AI learning actually looks like — week by week. Continue reading on Medium »

That gap is where the real leverage is hidden. Continue reading on AI & Analytics Diaries »

Imagine shipping an AI feature with zero cloud cost, zero latency, and zero privacy trade-offs. No backend. No API key. No per-token bill… Continue reading on M

The story of building a system like ChatGPT, but one that’s entirely my own, controllable, and equipped with a permanent memory. Continue reading on Become Bett

The story of building a system like ChatGPT, but one that’s entirely my own, controllable, and equipped with a permanent memory. Continue reading on Become Bett

10 Ways I Use ChatGPT to Make an Extra $500/Month (No Tech Skills) Let me start by saying this: I’m not a tech wizard. I can barely access my router settings wi

Beyond the convergence trap: Why current models are optimized for answers but unfit for sustained autonomy. Continue reading on Medium »

( AI, Data, Agentic AI, Cortex Code, NiFi, Iceberg, Polaris, Streamlit, Python, Java, SQL, MCP, LLM, RAG, Cortex AI, AISQL, Search… Continue reading on Medium »

This article is a re-publication of Rei-AIOS Paper 110 for the dev.to community. The canonical version with full reference list is in the permanent archives bel

Try now Continue reading on Let’s Code Future »

Timestamping Today Continue reading on Medium »

Half the devs I follow are building entire apps in two hours. And the other half are screaming at their monitors. Continue reading on Medium »

For privacy and security reasons, I strongly prefer applications that run locally, on-device. If cloud access is necessary, I prefer… Continue reading on Rom’s

Everyone talks about prompt engineering. Few people talk about what happens when prompt engineering stops being enough. Continue reading on Medium »

A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »

A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »

A visual walkthrough of DDPM, CLIP, DDIM, and Stable Diffusion from Brownian Motion to your laptop. Continue reading on Towards AI »

If you’ve ever tried to run a massive Large Language Model (LLM) on your own hardware, you know the heartbreak of the “out of memory”… Continue reading on Mediu

The Epistemic Anchor Continue reading on Medium »

RAG stands for Retrieval-Augmented Generation — a powerful technique in AI that combines information retrieval with text generation. Continue reading on Medium

A practical breakdown of LLM response latency, and four concrete strategies to bring it under control. Continue reading on Medium »

The statistics are stark. Millions of individuals grapple with alcohol addiction each year, a battle often fought on treacherous terrain… Continue reading on Me

GRPO, DAPO, and RLVR didn’t just improve on RLHF — they replaced it. Here’s why the old recipe broke, and what’s actually shipping now. Continue reading on Towa

It is not the easiest to set up. But when this tool is the right tool it kills the competition by running laps around them 10x times Continue reading on Medium

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Why Claude Ignores Your Instructions (And How to Fix It With CLAUDE.md) You write clear instructions. Claude reads them. Then it does something completely diffe

How I Built a Self-Hosted LLM API Gateway That Cuts AI Costs by 80% Using Python and OpenRouter Stop overpaying for AI APIs — here's what serious builders do in

Qwen3.6 GGUF Benchmarks, Ternary Bonsai 1.58-bit Models, & Ollama Code Explainer Tool Today's Highlights This week, the local AI community is abuzz with new

In this post, we show you how to build a video semantic search solution on Amazon Bedrock using Nova Multimodal Embeddings that intelligently understands user i

Anthropic launches Opus 4.7 with improved coding and reasoning, as its more “broadly capable” Mythos AI remains restricted over security concerns. The post Anth

Your system did not hallucinate. The output passed every structural constraint. The schema was valid. The accounting balanced. The… Continue reading on Medium »

Spoiler: it depends on what “faster” means to you Continue reading on Medium »

Most beginners make one big mistake: they treat ChatGPT like a search engine. They ask a question, get a generic answer, and move on. Continue reading on Medium

Create any AI voice you like by simply describing it, and make it expressive by adding audio tags like excitement, laughter, sadness… Continue reading on Medium