Large Language Models

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.

Dify makes it incredibly easy to build LLM applications. But even the most powerful AI models have a...

T3 Code is a strong interface for Claude Code, but the model layer under Claude Code still matters. Here’s why I’d run T3 Code with Claude Code through Lynkr to

Your LLM provider silently swapped models under you. Here is how to detect model drift with 6-dimension contract validation.

LiteLLM and Correctover serve different layers of the AI stack. One is a multi-provider gateway, the other is a verified failover runtime.

Deploy Qwen2.5-1.5B-Instruct on a Kubernetes GPU node with vLLM, expose it as an OpenAI-compatible API, and verify it with a real curl request.

The Prompt Engineering Era Part 1 of a chronological survey of how the craft around large...

TL;DR: Position bias in LLM-as-judge means the model favors whichever answer it reads first. We...

Point any OpenAI-compatible IDE extension, app, or script at a local endpoint for private, offline inference across your whole machine.

TokenHub is an all-in-one AI aggregation platform that gives you access to 500+ models through a...

The $0 asset your team keeps throwing away Someone on your team just wrote a ChatGPT...

Lessons from building a production-grade self-healing layer for LLM APIs — what works, what doesn't, and the architecture decisions that separate toys from prod

Most LLM API monitoring only checks HTTP status codes. Here's why you need 6-dimensional contract validation — and how to implement it.

Most people start with the wrong request: “Build me a tool that flags risky trades.” It sounds...

Large language models are surprisingly optimistic reviewers. Ask an LLM to review an implementation...

Most 'self-healing' LLM wrappers just retry on errors. True self-healing requires contract validation, drift detection, and verified failover. Here's the archit

Từ máy đọc chữ cơ học năm 1914 đến deep learning — và tại sao một triết học OCR hoàn toàn mới được đề xuất lần đầu tại hội thảo bảo tồn lá buông ở Đồng bằng sôn

The fix for a tone deaf AI reply engine is not humor detection. It is better epistemic posture inside...

Learn how to integrate Chinese AI models (DeepSeek, Qwen, GLM) with LangChain using TunanAPI. Build RAG apps, chatbots, and more at 8x lower cost.

When a team starts using LLM APIs, the first implementation usually feels simple: copy one Base URL...

I've spent the last several months building ANIMUS, an autonomous system in Rust that gives a local...

From 1.4 tok/s to 36 tok/s: What Building a Zero-Dependency C LLM Engine Taught Me About...

Voice Tables is a product we built at Inithouse, a studio running parallel product experiments. The...

CommitBrief reviews your git diff with whatever LLM you point it at — Claude, GPT, Gemini, a local...

This release brings the HFresh disk-based vector index and the built-in MCP Server to general availability, rebuilds cluster-wide async replication to run from

I do a lot of contract drafting, NDA review, and client communication work. Started using AI for it...

When I sat down to build Aveliq, I had one goal: give every Nigerian student access to tools that...

Quick release note. Cli-Modelarium 0.1.4 just shipped, and the headline is two new providers. ...

Google OpenRL for LLM Fine-tuning, RubyLLM Multi-AI API, OpenAI's Jalapeño Chip Revealed ...

Two different problems wearing similar clothes. Here's how to tell them apart in thirty seconds, with...