Ali Khoramshahi (6)

Horizontal and Vertical Agent Orchestration

As an added benefit of having a sandbox orchestration environment, in the past few months I have been heavily experimenting with different forms of scaling in regards to agentic workloads. In this article I will go through the basics, how I started the experimentation, specifically…

Building an AI Scanner, Fast!

Living in Germany, receiving documents is not a rare case but a daily, if not multiple a day. You also need to really pay attention to which ones to consider, which to archive and which to dismiss. For me, given my attention span, this is…

Why Distributed AI Matters, for Everyone

If you are old enough to remember the early 2000s, the current AI gold rush should feel quite familiar. Back then I was a computer enthusiast teenager who was skeptical of the cloud takeover of processing and storage. Nonetheless, replacing "GPU clusters" with "server farms"…

Β Does Grokipedia Really Solve Wikipedia's Bias Problem?

TL;DR Grokipedia was built to fight Wikipedia's perceived left-wing bias, but my analysis of over 10k of articles reveals a surprising finding: Grokipedia's articles on average actually lean more to the left than Wikipedia, not right. The data shows that while Grokipedia is relatively unbiased…

Claude Code in the Wild: The Good, the Bad

TL;DR Claude Code can route to other models (OpenAI, local Ollama), but it shines most with Anthropic as intended. Local LLMs struggle: agentic tool use plus large context windows demand huge VRAM; even a top-tier consumer GPU (RTX 5090) isn’t enough for complex tasks. OpenAI…