@ahmetcantryk
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ChatGPT Work: OpenAI's New Agent for Multi-Step Projects
OpenAI's ChatGPT Work turns a goal into a plan, then executes across Slack, Drive, and email. Here's what it actually automates, and where it still needs you.
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OpenAI's ChatGPT Work turns a goal into a plan, then executes across Slack, Drive, and email. Here's what it actually automates, and where it still needs you.
Anthropic launched Claude for Teachers on July 14, 2026, giving verified US K-12 educators free access to Claude. Here's the architecture and why it matters.
Sam Altman predicted the first one-person billion-dollar company. In 2026 it looks inevitable. Here is the AI stack solo founders use, with real revenue.
Spec-driven development explained: what vibe coding broke in production, the SDD loop, and the tools—Spec Kit, Kiro, OpenSpec—as of July 2026 in practice.
July 2026: Claude Code Auto Mode is a classifier layer where a second Claude instance approves tool calls in real time. v2.1.207 widened its reach.
AI Now Institute's Friendly Fire proof-of-concept turns Claude Code's auto-mode security scan into a remote code execution vector for attackers.
A practical guide to building production voice agents with gpt-realtime-2.1: transport choice, the reasoning-latency tradeoff, tool calling, and pricing.
Anthropic moved Claude Cowork to web and mobile on July 7, 2026. Sessions now run in the cloud, and usage data shows most work is not coding.
When does a second AI agent actually help? A breakdown of supervisor, hand-off, and parallel fan-out patterns, their failure modes, and their real token cost.