Zero Trust для AI-агентов: как безопасно давать LLM доступ к инструментам, данным и действиям
AI-агенты уже вышли за пределы чат-ботов. Они читают документы, вызывают API, анализируют логи, создают тикеты, готовят правки в коде и выполняют мног…
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Claude API vs OpenAI API: Developer Comparison (2026)
Originally published at claudeguide.io/claude-vs-openai-api-comparison-2026 Claude API vs OpenAI API: Developer Comparison (2026) Both APIs let you bu…
How to Control Token Spend in Codex-Style AI Workflows
AI coding agents are changing how developers work. Tools like Codex-style coding assistants, agent frameworks, multi-step automation scripts, and AI-p…
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…
Как я опоздал на конкурс OpenAi с новой архитектурой нейросети
В апреле OpenAi проводила конкурс Parameter Golf на самую эффективную нейросеть. Были выставлены ограничения — 16 мегабайт на веса и обвязку, 10 минут…
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…
From Pixels to Prescriptions: Building an Autonomous Healthcare Booking Agent with LangGraph
We’ve all been there: you get your blood test results back, see a scary red arrow next to "Alanine Aminotransferase," and immediately spiral into a We…
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…
Why your Claude API bill is 3x what it should be (and how to fix it)
TL;DR: I audited a friend's startup that was spending $4,200/month on Claude API. Only $1,300 produced business value. The other $2,900 was waste — sp…
OpenAI vs Anthropic: битва экс-коллег за корпоративного клиента и $1 трлн на IPO
В 2026 году рынок искусственного интеллекта вступил в новую фазу. Если с 2022 по 2025 годы главным трендсеттером оставалась OpenAI с её ChatGPT, то те…
Counting tokens is dumb. So we built a free metric for AI proficiency.
We’ve been trying to figure out a real answer to a question that keeps coming up: how do you measure whether someone is actually good at Claude Code, …
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…
Как мы построили корпоративную LLM-платформу: архитектура, грабли и выводы
Обычно внедрение AI в компаниях происходит по такому сценарию: собрали одного ассистента, показали руководству, получили аплодисменты. Потом второго, …
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.…
Google's SynthID AI watermarking tech is being adopted by OpenAI, Nvidia, and more
AI content is getting good, but SynthID might be able to help tell truth from fiction.
Benchmarking five live translation systems with an open-source eval harness (including OpenAI's GPT-Realtime-Translate)
We built an open-source evaluation harness for live speech-to-speech translation and used it to benchmark five platforms head-to-head. This post walks…
A Practical Model Selection Matrix for Multi-Model AI Apps
When a product starts using more than one AI model, the question changes from "which model is best?" to "which model is best for this feature?" For te…
Elon Musk took too long to sue OpenAI, jury unanimously agrees
Musk plans to appeal after judge immediately affirmed the jury's decision.
[Перевод] Как выжать максимум из Codex
Я активно пользовался ИИ-помощниками для разработки еще до Codex. В основном — через среды, которые сделаны именно для работы с кодом: подготовка набо…
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…
Deep Dive: Connecting AI to Snowflake with Model Context Protocol (MCP)
The Model Context Protocol (MCP) lets AI assistants like Claude talk directly to Snowflake in real time — no custom API glue needed. This guide covers…
We tracked 200K AI requests. Here's where the money actually goes
Six months ago I posted here about CostLens — a tool to reduce OpenAI costs. Since then, we've completely rebuilt it based on one question a VP asked …
Apple-OpenAI Tensions, AI Code Debt, and GraphBit’s Deterministic Agents
Apple-OpenAI Tensions, AI Code Debt, and GraphBit’s Deterministic Agents The AI world is dealing with relationship friction, hidden costs, and a new w…
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026 TL;DR Summary The OpenAI Agents SDK now includes sandbox execution — agents run …