12/3/2025

The Case for Task-Aware Reasoning Budget Allocation

Research from DeepSeek, Berkeley, and Google DeepMind shows that reasoning budgets must be allocated based on task structure, not maximized by default. Here's the evidence and a routing architecture.

10/17/2025

Using Sub Agents to Save Context Window or Save Time

Discover context management in Claude Code with sub agents. Understand when to utilize parallel or sequential execution, avoid context bloat, and coordinate multi-agent workflows for complex development workflows.