OpenSpec Optimizes Chaos, Not Tokens
Why OpenSpec belongs in a different category than knowledge tools—and why planning before execution is the actual constraint it addresses.
Tag
Context Engineering
Articles connected by a shared topic.
Articles
Local Knowledge Beats Always-On Tools in AI-Assisted Development
Why the biggest gain in AI-assisted development comes from durable local knowledge and disciplined workflow structure, not from keeping every external tool always active.
The Problem Is Not Prompting. It Is Context Decay.
Why AI-assisted development breaks down when useful reasoning disappears between sessions, and why durable project context matters more than clever prompts.