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PR review

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Linyb Geek Road
Linyb Geek Road
Sep 19, 2026 · Backend Development

Archify: AI Agent Skill Generates Validated Interactive Architecture Diagrams from Code

Archify is an AI agent skill that analyzes code repositories to produce validated, interactive architecture diagrams in five types — Architecture, Workflow, Sequence, Data Flow, and Lifecycle — with a rigorous JSON Schema and layout validation pipeline, an interactive HTML viewer supporting search, path tracing, role comparison, and Architecture Delta for PR diffing, all delivered as a single shareable HTML file.

AI AgentArchifyArchitecture Diagrams
0 likes · 11 min read
Archify: AI Agent Skill Generates Validated Interactive Architecture Diagrams from Code
21CTO
21CTO
Sep 13, 2025 · Fundamentals

Why Linus Torvalds Calls Certain Code “Garbage” and What It Means for Cognitive Load

Linus Torvalds harshly criticized a Meta engineer's pull request as garbage, using the incident to illustrate how unnecessary abstractions increase cognitive load, why code should be clear and self‑contained, and how modern tools like IDEs and LLMs change the cost of refactoring.

Linus TorvaldsPR reviewSoftware Engineering
0 likes · 7 min read
Why Linus Torvalds Calls Certain Code “Garbage” and What It Means for Cognitive Load