DEV Community

scarab systems profile picture

scarab systems

Building Scarab Diagnostic Suite: repo-local diagnostics + repair for AI-assisted development. Writing about repo truth, drift surfaces, entropy, agent workflows, and verification.

Joined Joined on  Email address scarab.systems@yahoo.com

Work

Creator of Scarab Diagnostic Suite

Pin Pinned

AI Code Drift in the Wild: A Scarab Diagnostic Repair Pass
scarab-systems profile

AI Code Drift in the Wild: A Scarab Diagnostic Repair Pass

#ai #webdev #programming #devops
1
Comments
2 min read
AI Can Introduce Complexity Without Introducing Noise — But Only If the Repo Knows How to Hold the Complexity
scarab-systems profile

AI Can Introduce Complexity Without Introducing Noise — But Only If the Repo Knows How to Hold the Complexity

#ai #webdev #devops #programming
1
Comments
6 min read

Want to connect with scarab systems?

Create an account to connect with scarab systems. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
Where are AI coding agents creating the most repo drift for you?
scarab-systems profile

Where are AI coding agents creating the most repo drift for you?

#ai #webdev #programming #aiops
Comments
1 min read
Repo Drift Is the Hidden Cost of AI Coding Agents — and one Fix Is Simpler Than You Think
scarab-systems profile

Repo Drift Is the Hidden Cost of AI Coding Agents — and one Fix Is Simpler Than You Think

#ai #webdev #aiops #productivity
1
Comments
3 min read
I’m Building Around the Gap Between AI Output and Repo Truth
scarab-systems profile

I’m Building Around the Gap Between AI Output and Repo Truth

#ai #devtools #programming #agents
1
Comments
2 min read
loading...