Series
The Memory Layer
Practical guides to context engineering, project memory, token budgets, and recording decisions for AI coding tools.
5 articles
- 1
What Is Context Engineering and Why It Matters in 2026
The discipline of deciding what your AI coder sees, why it overtook prompt engineering, and how to start in 2026
·11 min read - 2
Why Context Engineering Replaced Prompt Engineering in 2026
What changed between the prompt era and the context era, and why the new frame produces better code
·10 min read - 3
Why Your AI Coder Has Amnesia and the Memory Layer Fix
The reason your AI keeps forgetting decisions you already made, and the files that finally make them stick
·12 min read - 4
How to Manage Context Budgets Across Multi-File Projects
Token math for real projects, what to keep, what to summarize, what to drop, and how to feel the budget
·11 min read - 5
The Decision Log Pattern That Stops AI Re-Litigating Choices
A 30-line file at the root of your repo that turns every architectural call into permanent AI context
·12 min read
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