Large Language Models

Most "add an AI assistant to my app" tutorials stop at the demo. They show you how to call an LLM and...

If you’ve spent any time poking around the AIE World’s Fair 2026 website, you may have come across...

Why a single LLM prompt wasn't enough - and how splitting curriculum generation into specialized agents cut production time while improving consistency across t

Claude Fable is back! Anthropic has lifted restrictions on Claude Fable 5 and Mythos 5 after a...

Crossword puzzles are easy. But what if you had to solve one while running inside the hardware constraints of a Large Language Model?

Most people don't realize they're 30 minutes into arguing with an AI that stopped listening 20 minutes ago. The fix: throw the session away.

So here's what happened: i Cut My AI Bill 97.5% in One Afternoon — And You Can Too Last month I...

I Benchmarked DeepSeek, Qwen, Kimi & GLM for 30 Days — The Numbers I'll be honest — I didn't set...

Category: AI Engineering • LLMs • Developer Tools • Agentic AI Building DevMentor:...

We all know the feeling. You've got a stack of invoices, contracts, or some other semi-structured...

Artificial Intelligence is nothing new. It has been around since the early days of computing and has...

Introduction Have you ever typed a question into ChatGPT and received a useful answer...

There's a massive gap between knowing how to use AI and knowing what you're actually using. I lived...

HuggingFace has 900k+ models. Here's the four-filter chain I use to pick what surfaces on aiappdex.com, and what each filter actually catches.

The production architecture decisions behind a Next.js + OpenAI job board handling 10K+ daily listings with cost-efficient LLM scoring.

As organizations increasingly integrate large language models (LLMs) into applications, API tokens...

Open-source TypeScript security toolkit for LLM apps. 11 threat detectors, Express/Hono/OpenAI middleware.

When an LLM feature breaks in production, my first instinct used to be: "the model got worse." That...

The Problem LLM evaluation tools like Patronus AI excel at hallucination detection,...

Stop Parsing LLM JSON. The Backend Already Knows Better. If you've built anything with...

How I Built a Production-Ready RAG Chatbot with LangChain & Qdrant Tags: python, ai,...

Canonical URL: Republished from munonye.com. Full code on GitHub. Learn how to build a RAG Spring...

Notes following a discussion on how memory works in language models - and how it could be improved:...

My AI conversations were scattered across three apps that couldn't remember each other. So I built a...

Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5 ...

Explore the trade-offs between streaming and batching LLM responses to optimize costs and latency for your startup.

Breaking long documents into overlapping chunks, preserving context, and reassembling with...

Fallback logic is easier to reason about when the application has one request shape and the model...

So here's what happened: open-Source LLM APIs Beat Self-Hosting. Here's the Math. Last quarter I sat...

Most RAG tutorials get you 70% of the way there. This is about the other 30% that actually matters in...

We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll begin restoring access tomorrow, and will

← Series hub ← Previous | Next → Full-parameter fine-tuning of a large language model is a luxury....

The Problem You're debugging a bug. You open Claude. You paste 10 files. You hit the context...

A deep technical whitepaper on building a zero-infrastructure RAG architecture where the...

What's new in Claude Sonnet 5 Claude Sonnet 5 came out this morning . I always head straight for the "what's new" developer docs because they tend to have more

A field guide to provisioning a Bedrock Knowledge Base on Aurora pgvector with Terraform, then keeping it in sync with a GitHub Actions workflow that ships docs

In the previous article, we used TensorBoard to analyze the training process. Based on the graphs, we...

A real-world comparison of two LLMs on a genuine race condition bug from GitHub ...

I've been in this business for years and the best (or worst?) thing is that once I gain enough...

Running Chinese LLMs at Scale: DeepSeek, Qwen, Kimi & GLM I've been running production workloads...

I got tired of manually writing MCP tools for every REST endpoint I wanted to expose to an LLM. So I...

Somewhere around when LLMs started eating every roadmap, a quiet belief took over a lot of teams. If...

I wrote earlier about our persona engine — how we make one LLM sound like many different people. But...

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....

We run a portfolio of products at Inithouse. One of them, Be Recommended, tracks how AI engines cite...

I want to think through something out loud, and I'd genuinely love to know if this lands for anyone...

You have seen this loop before. An agent starts a “simple” task, say scrape listings, refactor a...