Ahmad Raza

ChatGPT Teams, Glean, Notion AI, Copilot, or roll your own. We audited internal AI stacks at twelve companies between 50 and 300 people. Here's where each one earns its money and where it doesn't.

Ahmad Raza

Co-Founder & AI Engineer @ Pseudobytes | Backend & AI Engineer | Building Voice AI, RAG Systems & SaaS Platforms | FastAPI · LangChain · AWS·May 22, 2026

We replaced most of our OpenAI stack with Claude across client work. Here's what shipped, what we killed, where it still loses, and the MCP setup behind it.

Ahmad Raza

Co-Founder & AI Engineer @ Pseudobytes | Backend & AI Engineer | Building Voice AI, RAG Systems & SaaS Platforms | FastAPI · LangChain · AWS·April 29, 2026

Companies spent $684 billion on AI in 2025. Over $547 billion of it was wasted. We break down which AI automation use cases actually return money — and why most don't.

Ahmad Raza

Co-Founder & AI Engineer @ Pseudobytes | Backend & AI Engineer | Building Voice AI, RAG Systems & SaaS Platforms | FastAPI · LangChain · AWS·March 16, 2026

Forget the feature matrices. After building production automations on all three platforms, we break down what actually matters: cost at scale, AI capabilities, and the trade-offs nobody talks about.

Ahmad Raza

Co-Founder & AI Engineer @ Pseudobytes | Backend & AI Engineer | Building Voice AI, RAG Systems & SaaS Platforms | FastAPI · LangChain · AWS·March 14, 2026