# ai-tools

Turn OpenAI’s GPT‑Live real-time voice from a “chat box that talks” into an English speaking partner you can freeze on, re-say, and drill by scenario. Includes a beginner lock-in prompt, five travel scenarios, IELTS speaking practice, a five-minute recap, and what free vs paid plans can actually do.

The Pragmatic Engineer surveyed nearly 1,000 engineers about AI tools: Claude Code became the most-used tool eight months after launch, 95% use AI weekly, 55% regularly use AI agents, and Anthropic coding models drew more mentions than all rivals combined.

AMD AI director Stella Laurenzo analyzed nearly 7,000 Claude Code sessions and found that after the February update, thinking depth fell 67%, the Read:Edit ratio dropped from 6.6 to 2.0, and estimated daily API costs rose from $12 to $1,504. Claude Opus wrote the report from its own logs.

Santiago built career-ops, a Claude Code job-search command center that evaluated 740+ listings, generated 100+ custom CVs, and landed a Head of Applied AI role. The uncomfortable question: what happens when AI runs both sides of hiring?

A power user analyzed 6,852 Claude Code sessions and 17,871 thinking blocks, proving with data that CC really did get 'lazier' — Read:Edit ratio dropped from 6.6 to 2.0. Then Anthropic engineer Boris Cherny explained the real reason, and how to fix it.

Anthropic killed all subscription-based OAuth tokens for third-party agent tools. Meta Alchemist breaks down the best alternatives (GLM 5.1, Minimax 2.7, GPT 5.4 Codex) and shares three skill prompts to give any model Claude-level personality, UI/UX sense, and emotional intelligence.

Think Claude Cowork is just a fancy chatbot? This post distills 400+ sessions into 17 setup secrets. Stop 'prompting' and start 'engineering' — build your own AI power-teammate.

OpenAI founder Karpathy admits: AI tools are evolving so fast, even he's struggling to keep up