Ali Sadat

I'm just coming around to reading through this article on Nvidia's research.

"The TL;DR: Simply by using a custom harness tweaked to handle memory well and including a “supervisor” boss-like component, researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3 — a set of 2…

I asked Codex to audit the CRM codebase (violetxxxm.com) I built with Claude Code.

The grade: 8.5 / 10. "The architecture is thoughtful and unusually mature... This is good engineering with real architectural judgment... It is a careful v1 that has made conscious trade-offs." Not bad for an application built over a few we…

Can you "vibe code" an enterprise app over a weekend to bypass steep vendor licensing fees?

I spent 7-8 working days building a multi-tenant, API-1st, MCP-first CRM almost entirely with Claude Code. Checkout: [www.violetxxm.com] Quick takeaways: Execution speed is real. Context management is everything. AI Scales output, not ideas…

I recently posted about my usage patterns between OpenAI and Anthropic. The comments were very interesting.

Some saw similar trends, while others experienced the complete opposite. That in itself was interesting and worth digging into to see if the use cases are the same. But the biggest takeaway was the amount of advice about model selection and…