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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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AI-Native Engineering Has an Intent Debt Problem
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AI-Native Engineering Has an Intent Debt Problem

#ai #governance #agentic #softwaredevelopment
1
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5 min read

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Start Here: Why AI-Assisted Development Needs a Governance Layer
mnemehq profile

Start Here: Why AI-Assisted Development Needs a Governance Layer

#ai #governance #agentic #softwaredevelopment
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2 min read
Long-running agents need more than memory
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Long-running agents need more than memory

#aiagents #aigovernance #claudecode #devtools
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6 min read
Why Code Review Cannot Scale With AI Output
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Why Code Review Cannot Scale With AI Output

#aigovernance #codereview #ai #devtools
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4 min read
Harness Engineering Still Needs Governance
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Harness Engineering Still Needs Governance

#aigovernance #claudecode #ai #devtools
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5 min read
Review Is Not Governance
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Review Is Not Governance

#aigovernance #codereview #claudecode #devtools
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2 min read
Why CLAUDE.md Stops Scaling
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Why CLAUDE.md Stops Scaling

#claude #claudecode #aigovernance #devtools
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6 min read
Datadog's State of AI Engineering Report Quietly Confirms the Governance Crisis
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Datadog's State of AI Engineering Report Quietly Confirms the Governance Crisis

#ai #governance #devops #architecture
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5 min read
Why AI Architectural Governance Needs Precedence Semantics
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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
Comments 3
2 min read
I shipped an AI-generated PR that violated four of our own architecture decisions. Nobody caught it
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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
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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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