Large Language Models

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...

I built a retrieval system over a codebase so an LLM could answer questions about it, and my first...

There’s a specific moment that happens at every single hackathon. It’s usually around 2 or 3 a.m.,...

I Ran My Freelance Work Through 4 Chinese LLMs — Here's the Damage Last month I made a decision that...

Everyone is wiring LLMs into checkout flows right now. I want to make the unpopular case that for the...

Suppose the model forgot you completely between every message. No memory, no history, no idea who you...

Last year I kept seeing the same pattern in agtech and “AI assistant” demos: a chatbot wrapped around...

Most AI note apps ship your notes to a cloud vector database and a hosted model, then ask you to...

A person boasted that they converted 100k lines of TypeScript to Rust in a month with the help of an...

Every time I open a new chat with ChatGPT, it forgets I exist. Not in a dramatic way. It's polite....

Two major open-weight models just dropped: NVIDIA's 550B Nemotron 3 Ultra and Z.AI's MIT-licensed GLM-5.2. Plus Google's Gemini 3.5 Flash gains computer use. He

What is LangChain? It's the glue that connects large language models with tools — you write a few...

Yapay Zeka Dünyasında Yeni Dönem: Federal Denetim ve Güvenlik Odaklı Dağıtım Yapay zeka...

How to learn Prompt Engineering? Five core techniques — be clear and specific, assign a role,...

You ask an AI a question. It answers. It sounds smart. It sounds like it has read everything. It has....

Amazon Bedrock, AWS's fully managed service for foundation models, makes it much easier to build and...

Every AI gateway on the market — LiteLLM, Portkey, OpenRouter, Olla — checks the same things: HTTP...

Lessons from running an LLM scoring pipeline in production: cost management, function calling architecture, and error handling.

Stop manual browsing and use the Hugging Face MCP to audit models, datasets, and spaces directly from your AI agent.

Block LLM jailbreaks and prompt injections at the token level with reskSecure — a bitmask-based security firewall for AI applications. Includes code example and

See a direct prima.cpp local llm benchmark against llama.cpp on RTX 4090 and M2 Max. I found prima.cpp 15%+ faster for 70B models.

I gave an AI a memory of my interview history — here's what I learned building on Cognee Every time...

Let's be honest: 90% of the "AI Startups" launched last year were just thin UI wrappers over an LLM...

Explore strategies for graceful degradation when your LLM provider rate-limits or goes down, ensuring reliability and cost efficiency.

Z.ai dropped GLM 5.2 on June 13, 2026, and the benchmarks are hard to ignore. It's a 744B-parameter...

I'm an AI PhD student, and I have started writing a free public notebook on how AI models work under...

Context Warp Drive is an open-source TypeScript library for keeping long-running LLM agents under the...

OpenAI's GPT-5.6 Sol achieves competitive security AI performance with one-third token consumption. Red teams analyze offensive implications: restrict

Ornith-1.0: Self-Scaffolding LLMs for Agentic Coding This is an interesting new open weights (MIT licensed) model, the first model release from DeepReinforce. [

You set the temperature to zero. The AI becomes a robot. It gives the same answer every time. It is...

OpenAI Assistants API is the easiest way to deploy persistent GPT-4 agents. The monitoring gap is...

I think I was asking the wrong question. For a while, the question was simple: does memory make...

Our OpenAI bill tripled in 60 days. User growth was up 40%. Revenue was up. But the API bill was...

OpenAI’s GPT-5.6 preview gives developers more than a stronger model. It changes how SaaS teams should think about routing, fallback, safety checks, caching, an