I Built a Local LLM Rig to Escape API Bills. Then I Paid OpenAI Again.
I run a one-person AI shop. For 2asy.ai's filing pipeline that needs thousands of single-document extractions per cycle, the local rig lost the batch …
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Build a ChatGPT-Style Email Plugin
Here's how the story usually goes. Saturday afternoon, you wire a language model to a mailbox for the first time. You type "summarize my unread mail" …
I read the 21-comment OpenClaw UI thread and I think everyone is arguing about the wrong thing
A few days ago I was digging through Reddit threads to see how people are actually running OpenClaw once it stops being a weekend toy and starts touch…
Lawsuit: ChatGPT validated suicidal woman's distrust of crisis lines
Did chatbot abandon mental health guardrails when a vulnerable user pushed back?
Сервер работает. Продукт — уже нет
Большинство команд следят за серверами, базами данных и доступностью приложений. Но самые дорогие инциденты часто происходят совсем в другом месте. Ис…
AI image generation with OpenAI API
OpenAI exposes image generation through the Image API ( POST /images/generations ). The official openai npm package wraps it as client.images.generate…
ChatGPT's New Memory Doesn't Ask Permission First
On June 4, OpenAI rolled out Dreaming V3 to ChatGPT Plus and Pro users in the US. The pitch is simple: ChatGPT now remembers you properly. Not because…
GPT-4o vs Claude 3.5 Sonnet vs Gemini 1.5 Pro: real API cost comparison for production LLM apps
GPT-4o is the middle ground in this comparison: cheaper than Claude 3.5 Sonnet, more expensive than Gemini 1.5 Pro on short prompts, and still current…
Meet LLMesh: The Lightweight, Framework-Agnostic AI SDK for PHP
Integrating large language models (LLMs) into applications is often complicated and heavily coupled to a specific provider. LLMesh is a lightweight, f…
AI Cost Attribution: Turn an OpenAI Usage Log Into Per-Team Spend in Minutes
Request-level AI cost attribution is the fastest way to answer the FinOps question that matters most: which team generated which bill. A usable usage …
n8n Tutorial: How to Build Your First No-Code Automation Workflow in 2026
You know that feeling when you're doing the same task over and over again, and you think "there has to be a better way"? That's exactly what n8n solve…
What Anthropic Actually Said About AI Building Itself
In June 2026, Anthropic released a report called "When AI builds itself." The headlines made it sound like AI was on the verge of superintelligence in…
Claude vs GPT-4: Which AI API Is Better for Developers? (2026)
Claude vs GPT-4: Which AI API Is Better for Developers? (2026) Choosing between Claude and GPT-4 for your application is one of the most common decisi…
The Death of the God Model: Why True AGI Requires a Split Brain Architecture
TL;DR: The AI industry's pursuit of a single, omnipotent "God Model" is a dead end. Due to the mathematical paradoxes of RLHF and alignment, models ar…
Building Your First Developer Agent With OpenAI Agents SDK
A developer agent should not start by writing code. That may sound strange, but if you are building an agent for real engineering work, the first vers…
How to Build an AI Resume Builder with LangChain and Node.js
A few months back, my friend Marcus was applying for a senior backend role at a fintech company. He had five years of solid experience — distributed s…
Gated Frontiers: Inside OpenAI’s Rosalind Biodefense Initiative and the Shift Toward Controlled AI Distribution
When deploying frontier AI, the standard tech playbook typically favors raw scale and rapid, democratic distribution. However, when a model’s core com…
Florida sues OpenAI, Sam Altman after multiple ChatGPT-linked murders
Altman has an "utter disregard" for human lives, Florida AG says.
Why Your OpenAI Wrapper Is Costing Too Much (And How LangGraph Fixes It)
Many businesses rush into artificial intelligence by building a basic OpenAI wrapper. They connect a simple user interface to an API endpoint, upload …
[Перевод] Ультимативный гид по Codex CLI: от первой установки до воркфлоу
Перед вами то самое руководство, которое можно прочитать самому или скормить ИИ, а он проведет вас за ручку. Всё: от npm install до CI/CD …
Бомба замедленного действия взорвалась: эпоха ИИ «бери сколько унесёшь» закончилась
На прошлой неделе на State of Brand вышел материал по следам статьи, опубликованной всего несколькими днями ранее. Тогда авторы утверждали: любая ИИ-п…
The "AI" Label Is Losing Its Meaning, and Companies Are the Ones Diluting It
Posted on May 24, 2026 5 min read 🤖 AI summary: This article examines how the term "artificial intelligence" has been co-opted by companies as a marke…
Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀
Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀 The future of AI systems is not just single prompts — it's autonomous …
Making Equation (2.2) of the OpenAI Erdős Result Executable
Why a proved theorem still needs reproducible claim custody On May 20, 2026, OpenAI announced that an internal reasoning model had produced a countere…
How Developers and Open-Source Communities Work - A Guide for Non-Technical People
You do not need to be a coder or developer to understand open-source communities. If you are curious about how developers actually work, collaborate, …
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site, you already know the drill. You spend weeks coll…
Spring AI: феноменология цифрового сознания, или Как я перестал бояться и полюбил облачные модели
Привет. Меня зовут Николай Пискунов, я руководитель направления Big Data и эксперт курса Cloud DevSecOps по безопасной разработке от Академии вАЙТИ&nb…
I benchmarked OpenAI's new GPT-Realtime-Translate against four other live translation systems
OpenAI shipped GPT-Realtime-Translate on May 8. It's their first model purpose-built for live speech translation, and it supports 70+ input languages.…
OpenAI GPT 5.5 Event
Last week I flew from Seattle to San Francisco for the OpenAI GPT-5.5 Event and had a great experience meeting people working across AI infrastructure…
Why Most Engineering Teams Are Overpaying for AI (And Don’t Even Know It)
AI adoption inside engineering teams is exploding. But after experimenting with real-world AI-assisted engineering workflows, one thing became painful…