
State Machines: Isolated Salesforce, SAP, Zendesk Clones for Agent Evals
State Machines (usestatemachines.com) spins up isolated, stateful clones of Salesforce, SAP, Zendesk, and more so teams can eval agents without live seats.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

State Machines (usestatemachines.com) spins up isolated, stateful clones of Salesforce, SAP, Zendesk, and more so teams can eval agents without live seats.

Thesys's OUI-1 scores 71.7% on its own Generative UI Bench, beats Gemma 4 31B, loses to Qwen3.8 27B. What's verified, what isn't.

Google Chrome veteran and developer educator Addy Osmani announced he's joined Anthropic to work on Claude Code. What his background suggests about where Claude Code is headed.

Agentic coding tools were used in a real state-sponsored cyberattack. explainx.ai is building Sentinel to monitor AI agents for risky action and token spend. Early access waitlist open now.

A University of Luxembourg study put ChatGPT, Grok, and Gemini through weeks of therapy-style questioning. Here's what "When AI Takes the Couch" actually measured, versus what the viral tweet claims.

ChatGPT Work can now learn your writing style — phrases, sign-offs, capitalization quirks — from connected Gmail, Drive, Slack, and SharePoint data. Here's how to set it up and what it actually does.

China's Supreme People's Court issued its first guidelines labeling unauthorized AI clones of a person's likeness or voice a personality rights violation. What it covers and why it matters for builders.

DaVinci Resolve 21.1 adds a native MCP server, letting Claude, ChatGPT, and Codex control editing directly — multicam, markers, audio, transcripts, and renders. Plus expanded Photo page camera support and 100+ new tools.

AlphaGenome Atlas predicts effects for 9 billion DNA variants. Google Antigravity's new skill lets agents prioritize variants and build hypotheses in a scientific workbench. What changed on Sept 8, 2026.

GPT-6 Astra reportedly scored 14% on MazeBench, a 7x lead over Claude Fable 5.1, and cleared all 48 levels of Neal Agarwal's "I'm Not a Robot" game using computer-use tools. What both results actually demonstrate.

Greg Diamos used Claude Code to build a small CPU-only model for data processing at 10K tokens/sec, and published three findings about small neural nets worth revisiting. What amx-reasoning-v1 actually shows.

A short Anthropic-shared prompt about "mannered prose" measurably improved writing on both Claude Fable 5.1 and GPT-5.6 Sol. Here's the full text and why it works across models.