Large Language Models

Most online AI guides share a major flaw: they are written for local development on a laptop rather...

How polish.py upgrades 380 model entries without an API call: MD5-based pool selection, license and framework extraction from HuggingFace tags, and why determin

I’ve been building with LLM APIs for a while, and one thing that keeps getting annoying is not the...

Note: This article is a summary and interpretation of the research paper Long Term Memory: The...

Originally published on kuryzhev.cloud We thought setting up a self-hosted Ollama homelab for...

If you're building AI agents in 2026, one thing becomes obvious pretty quickly: without real-time...

LiteLLM vs OpenRouter isn't a close call, they're solving different problems. I ran both in production before understanding that. Here's the honest breakdown of

There is a whole open-source ecosystem aimed at cutting LLM cost. The trick to evaluating any of it...

The first few LLM API bugs I hit in production were easy to notice. The request failed. The user saw...

Generic prompts produce broken JOINs. Learn the exact techniques — schema injection, chain-of-thought, few-shot examples — that get AI to write accurate multi-t

I've spent the last few weeks wrestling with a problem that I suspect many AI builders share: my...

Yes, modern AI can scan the internet in real time, reading and synthesizing web data for instant answers. Learn how AI search differs from traditional engines a

Explore prompt caching versus fine-tuning for LLM cost reduction in startups.

'Just a ChatGPT wrapper' stopped being an insult. The thing you'd wrap became a runtime — sandbox, agent loop, state gravity. Notes from building it, and where

Oracle Cloud announced this week that LiteLLM is now a first-class provider for Oracle Generative AI...

It was 2:30 a.m. when a user complaint exploded on my phone: “Your chatbot has amnesia again—it...

CommitBrief renders a code review as cards, JSON schema v1, or a CI exit code — which means the LLM...

Every large language model I've looked at does the same thing with coherence: it monitors for it,...

🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of...

> 🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate...

Part 1 of Practical AI Engineering: Beyond the Demo Most developers think better prompting means...

You asked ChatGPT to explain self-attention. It gave you a paragraph that sounded right. You nodded....

Over the past few weeks, I’ve been experimenting with local language models. Like a lot of...

If you build AI agents, scrapers, or RAG pipelines, you have run into this: feeding raw HTML to a...

Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every...

Most LLM-as-judge comparisons rank tools by which one gives you a number fastest. That is the wrong...

Zhipu AI's GLM family offers some of the most affordable Chinese AI models. GLM...

There is a paper that reframes prompt injection in a way that is hard to unsee: Prompt Injection as...

I've been experimenting with running large language models entirely on my own machine, and the setup...

PII leaking into logs, LLM prompts, and audit trails is one of the most common and costly compliance...

Stop Importing Bloated Frameworks: Build a Python AI Agent from Scratch You want to build an AI...

Three signals for builders: GPT-5.5 Instant shipped silently, engineers hit 55% of new tech hires (a 7-year high), and Gemini 3.5 Pro got pushed to July.

LLMs generate text one token at a time. That sounds simple. But without KV Cache, every new token...

In March 2023, Samsung allowed its engineers to use ChatGPT. Within approximately nineteen days,...

What the Age of LLM Benchmark Says About Evaluating Agentic AI Most AI evaluation still...

Training a 100-billion-parameter language model has, until recently, been the exclusive domain of...

Introducing decide-router — a drop-in, self-healing routing layer for any LangGraph agent. One file, 200 lines, zero deps.

Last year I was laid off. Like a lot of people, I sent out hundreds of applications. Unlike most...

OpenAI is rolling out Bidirectional Voice Mode — "Bidi 1" — letting ChatGPT interrupt, ask questions, and steer conversations in real time. Here's what we know

Artificial intelligence has transformed the way businesses communicate, automate processes, and...

You ask an AI: "What is the capital of France?" It says: "Paris." You ask: "Why is Paris the...

System design interviews are changing. Traditional questions such as “Design Twitter,” “Design...

Vibe-Memory Part 2: Which Embedding Model Should You Actually Use for AI Semantic Memory? My...

Most teams that try RAG (retrieval-augmented generation) get it working in a weekend. Getting it to...

apte is an async-first test framework for Python where your unit tests and your LLM evals run in the...

I've recently participated in the Gemma 4 challenge here on DEV.to, but fell short compared to many...

If you’re a developer, your first instinct when testing code is simple: Call the function. Get the...

A senior AI engineer breaks down the hidden costs of shipping LLM features: edge cases, cost control, error handling, and evaluation.