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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 on  scarab.systems@yahoo.com

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Creator of Scarab Diagnostic Suite

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

#ai #webdev #programming #devops
2
5
2 min read
The Debugging Should Start Before The Bug.
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The Debugging Should Start Before The Bug.

#discuss #ai #programming #devops
2
2 min read

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Scarab Diagnostic Suite Field Test #014: Deno Stdin Stream Resource Boundary
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Scarab Diagnostic Suite Field Test #014: Deno Stdin Stream Resource Boundary

#discuss #ai #devops #deno
2
2 min read
Scarab Diagnostic Suite Field Test #013: Kubernetes Watch Cache Critical-Section Boundary
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Scarab Diagnostic Suite Field Test #013: Kubernetes Watch Cache Critical-Section Boundary

#discuss #ai #devops #kubernetes
1
2 min read
Scarab Diagnostic Suite Field Test #012: Next.js Source Map Provenance Boundary
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Scarab Diagnostic Suite Field Test #012: Next.js Source Map Provenance Boundary

#discuss #ai #devops #nextjs
1
3 min read
AI didn’t invent code drift. It made it harder to ignore.
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AI didn’t invent code drift. It made it harder to ignore.

#discuss #ai #webdev #devops
4
20
2 min read
Scarab Diagnostic Suite Field Test #011: LangChain Structured Output Streaming Boundary
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Scarab Diagnostic Suite Field Test #011: LangChain Structured Output Streaming Boundary

#discuss #ai #llm #langchain
1
3 min read
Scarab Diagnostic Suite Field Test #010: VS Code Input Geometry Boundary
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Scarab Diagnostic Suite Field Test #010: VS Code Input Geometry Boundary

#discuss #ai #devops #programming
3
2 min read
Scarab Diagnostic Suite Field Test #009: Moby Test Harness Visibility Boundary
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Scarab Diagnostic Suite Field Test #009: Moby Test Harness Visibility Boundary

#discuss #programming #devops #aiops
2
2 min read
Scarab Diagnostic Suite Field Test #008: Next.js Image Optimizer Resource Boundary
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Scarab Diagnostic Suite Field Test #008: Next.js Image Optimizer Resource Boundary

#discuss #ai #webdev #devops
2
2 min read
Scarab Diagnostic Suite Field Test #007: Kubernetes LIST vs WatchList Transport Boundary
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Scarab Diagnostic Suite Field Test #007: Kubernetes LIST vs WatchList Transport Boundary

#ai #webdev #programming #devops
2 min read
Scarab Diagnostic Suite Field Test #006: Terraform Console Panic
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Scarab Diagnostic Suite Field Test #006: Terraform Console Panic

#ai #webdev #devops #terraform
1 min read
Scarab Diagnostic Suite Field Test #005: A Terraform Core Cache Boundary
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Scarab Diagnostic Suite Field Test #005: A Terraform Core Cache Boundary

#discuss #ai #programming #devops
1
3 min read
What kinds of repo-truth boundaries do AI coding agents miss?
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What kinds of repo-truth boundaries do AI coding agents miss?

#discuss #ai #productivity #devops
1
2 min read
Scarab Diagnostic Suite Field Test #004: Build Artifact Truth Boundary in Vite
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Scarab Diagnostic Suite Field Test #004: Build Artifact Truth Boundary in Vite

#ai #webdev #programming #devops
1
4 min read
Scarab Diagnostic Suite Field Test #003: Vite Dev/Build Contract Boundary
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Scarab Diagnostic Suite Field Test #003: Vite Dev/Build Contract Boundary

#ai #webdev #programming #devops
1
2 min read
Scarab Diagnostic Suite Field Test #002: Open WebUI Retrieval Truth Boundary
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Scarab Diagnostic Suite Field Test #002: Open WebUI Retrieval Truth Boundary

#ai #webdev #devops #programming
1
2 min read
Scarab Diagnostic Suite Field Test #001: Open WebUI Azure Provider Boundary
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Scarab Diagnostic Suite Field Test #001: Open WebUI Azure Provider Boundary

#ai #webdev #programming #devops
2 min read
Where are AI coding agents creating the most repo drift for you?
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Where are AI coding agents creating the most repo drift for you?

#discuss #ai #programming #devops
1
1 min read
I’m Building Around the Gap Between AI Output and Repo Truth
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I’m Building Around the Gap Between AI Output and Repo Truth

#ai #devtools #programming #agents
1
2 min read
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