A powerful productivity strategy: set AI coding agents to loop on tasks overnight so you wake up to completed work.
Instead of running one task at a time during your workday, queue up multiple tasks for AI coding agents to work through while you sleep. This effectively gives you a second shift.
Kimi K2.5 + Fireworks AI + OpenCode: Cost-Effective Daily Driver
The Pattern: Use Kimi K2.5 (Moonshot AI) through Fireworks AI at 200 tokens/sec within OpenCode for fast, cheap everyday coding tasks. Save Claude/GPT-4 for complex work that needs PhD-level reasoning.
Real ML Systems
What real-world ML systems in production actually look like.