sohail

Real production failures from running Ray at scale: lost training runs, enterprise network disasters, and cascade outages the documentation never warns you about.

The orgs best positioned for AI agents aren't the ones with the best tooling. They're the ones with the strongest human writing cultures.

Everyone's watching humanoid robots. But if you think something is revolutionary, variants probably exist. The robotics community is vast. Here's what i'm learning as a software engineer jumping in.

Org theory applies to agent swarms. I've lived three different org structures—here's how they map to multi-agent patterns.

CAP theorem gives you a lens for distributed systems. There's a missing dimension for infrastructure decisions: whether your system is latency-bound or throughput-bound. Most performance advice...

Three weeks into a new role, agent orchestration finally clicked. Not just using AI tools—actually managing complexity with them.