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Theo Valmis

Building Mneme HQ — architectural governance for AI-assisted development. Working on preventing architectural drift and decision loss in AI coding workflows.

Joined Joined on  Personal website https://mnemehq.com github website

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Datadog's State of AI Engineering Report Quietly Confirms the Governance Crisis
mnemehq profile

Datadog's State of AI Engineering Report Quietly Confirms the Governance Crisis

#ai #governance #devops #architecture
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5 min read

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Why AI Architectural Governance Needs Precedence Semantics
mnemehq profile

Why AI Architectural Governance Needs Precedence Semantics

#ai #architecture #programming #devtools
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8 min read
Why RAG Fails for Architectural Governance
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Why RAG Fails for Architectural Governance

#ai #architecture #programming #devtools
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5 min read
Memory Is Not Governance
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Memory Is Not Governance

#ai #architecture #devtools #programming
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6 min read
Autonomous Code Remediation Requires Architectural Governance
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Autonomous Code Remediation Requires Architectural Governance

#ai #architecture #devops #programming
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4 min read
Quantifying GitHub Copilot's Impact: What the SPACE Framework Actually Reveals
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Quantifying GitHub Copilot's Impact: What the SPACE Framework Actually Reveals

#ai #devtools #productivity #github
1
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2 min read
I shipped an AI-generated PR that violated four of our own architecture decisions. Nobody caught it
mnemehq profile

I shipped an AI-generated PR that violated four of our own architecture decisions. Nobody caught it

#discuss #ai #programming #productivity
1
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9 min read
Architectural drift is the silent tax on AI-assisted development
mnemehq profile

Architectural drift is the silent tax on AI-assisted development

#agents #ai #architecture #softwareengineering
2
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2 min read
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