We Got the Prompt Cache Working. Our Pipeline Got Slower.
"You're spawning a fresh codex exec for every single call? Just run the app-server and reuse a thread. The prompt cache alone will pay for it." That s…
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Teaching Codex to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
TL;DR: nb2lite-skill-codex wraps Google's gemini-3.1-flash-lite-image model (NB2Lite) in a tiny FastMCP server and packages it as a Codex skill. You t…
Two AI models that attack each other beat one that agrees with itself
Two AI models that attack each other beat one that agrees with itself Four times I asked the same question. Four times I got a confident answer. All f…
Swarming Claude Code and Codex in Parallel: Running Multiple Agents at Once with tmux and Git Worktrees
In my previous post about a cost budget advisor , I built a mechanism that checks how much quota is left before it runs anything. This time I want to …
Did Codex Overtake Claude Code? The 7M-User Question
Did Codex Overtake Claude Code? The 7M-User Question Codex hit 7 million active users on July 13, 2026 — up from 600,000 at the start of the year. Tha…
Five ways your AI coding agent wastes tokens (and how to fix each one)
On a metered API key, token waste shows up as a bill. On a subscription plan, Claude Code, Codex, "5x" and "20x" tiers, it shows up as a lockout. You …
AIналитик v2 по BABOK: как я переписал AI-платформу для бизнес-анализа, чтобы она работала c любыми LLM
Спойлер: архитектура AIналитика полностью переписана, теперь Платформу можно запускать практически под любым харнесом (OpenCode, Kodik, Codex, Claude …
Treat AI coding sessions as project infrastructure
Most AI coding workflows treat the current session as the important part. That makes sense while you are in the loop. You ask Claude Code to inspect a…
Run OpenAI Codex CLI on Claude, Gemini, or Llama — in 50 lines of C#
OpenAI's Codex CLI ships with a great editor-agent UX: shell tool, apply_patch , plan tracking, the lot. The catch — as of February 2026 it only speak…
Sharing memory between three AI agents: Claude Code, Codex, and Hermes
Turkish version: blog.arasmehmet.com What's in here: Hot-swap pain Why not just X? Setup at a glance The hub, INDEX.md Agent workflow rules Privacy gu…
Why every Claude Code-built site looks the same — and the image layer that breaks it
TL;DR: AI-built sites look uncannily similar because they share the same defaults — Tailwind + shadcn/ui + Lucide + the same gradients. It's not a pla…
Вайбкодинг как управляемая разработка на примере личного опыта
Есть популярная фантазия, что вайбкодинг - это когда человек написал одну фразу , ушёл пить кофе, а ИИ через час выкатил продукт. На практике всё чуть…
How Codex Can Drive Verifiable SketchUp Modeling
This is not a step-by-step tutorial. Until the demo path is fully verified, I do not want to package it as something readers can simply follow and rep…