#agent workflows

AI Hardware

Claude's Code Flood: Why Reviewing AI Output Is the Real Engineering Battleground

Forget writing code; that's easy now. The grind? Sifting through Claude's endless reports, emails, and logs. Here's how pros hack the review loop.

AI Hardware

One GPU, Zero API Bills: The Self-Hosted LLM Playbook That Actually Works

Your first API bill for AI agents just landed: $50,000. Time to self-host. Here's the no-BS guide to running LLMs on one machine you own.