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Graph Engineering vs Loop Engineering: What Changed
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Graph Engineering vs Loop Engineering: What Changed

Graph engineering is loop engineering split across multiple connected agents, each running its own loop with its own success criteria. Here are the three scenarios where it is worth the complexity.

8 min read
Loop Engineering: The 4-Phase Process (and Why Prompt Engineering Isn't Dead)
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Loop Engineering: The 4-Phase Process (and Why Prompt Engineering Isn't Dead)

Loop engineering is just prompts stacked on prompts and repeated until a success criteria is met. Here's the 4-phase anatomy, the 4-step maturity path, and the one decision that determines whether your loop works.

10 min read
Claude.md is RUINING Claude Code (w/ One Exception)
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Claude.md is RUINING Claude Code (w/ One Exception)

New research proves Claude.md files hurt Claude Code more than they help. Here's the data, the one exception, and what you should actually do.

7 min read