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Theo Valmis

Founder, Mneme HQ. Architectural drift prevention for the agentic AI SDLC. Keeping AI-generated code aligned with repository architecture and prior decisions.

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

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Founder

Coding-Agent Sessions Are Architectural Drift Evidence
mnemehq profile

Coding-Agent Sessions Are Architectural Drift Evidence

#ai #architecture #devtools #opensource
5
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3 min read

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Anthropic's AI-Native SDLC Has Three Controls. It's Missing a Fourth.
mnemehq profile

Anthropic's AI-Native SDLC Has Three Controls. It's Missing a Fourth.

#ai #architecture #programming #devops
5
Comments 1
5 min read
How Mneme governs AI-generated code before the model writes a line
mnemehq profile

How Mneme governs AI-generated code before the model writes a line

#ai #architecture #python #llm
4
Comments 1
3 min read
Cursor Developer Habits Report 2026: Why AI Coding Needs Governance Infrastructure
mnemehq profile

Cursor Developer Habits Report 2026: Why AI Coding Needs Governance Infrastructure

#ai #governance #architecture #coding
2
Comments
9 min read
Microsoft's Agentic Transformation Playbook Shows Why AI Agent Governance Is Now Infrastructure
mnemehq profile

Microsoft's Agentic Transformation Playbook Shows Why AI Agent Governance Is Now Infrastructure

#ai #governance #architecture #devops
1
Comments
5 min read
Agent Runtime Governance: The Next AI Infrastructure Layer
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Agent Runtime Governance: The Next AI Infrastructure Layer

#ai #governance #architecture #devops
1
Comments
4 min read
What the AI Peer Review Study Reveals About Context Loss and Governance
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What the AI Peer Review Study Reveals About Context Loss and Governance

#ai #governance #architecture #devops
1
Comments
5 min read
The Emerging AI Engineering Control Plane: What Anthropic's Claude Marketplace Reveals About the Post-Copilot Stack
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The Emerging AI Engineering Control Plane: What Anthropic's Claude Marketplace Reveals About the Post-Copilot Stack

#ai #governance #architecture #devops
1
Comments
4 min read
The Acceleration Whiplash and the Governance Gap
mnemehq profile

The Acceleration Whiplash and the Governance Gap

#ai #governance #devops #architecture
1
Comments
5 min read
The AI ROI Problem Is Not About Models. It Is About Systems.
mnemehq profile

The AI ROI Problem Is Not About Models. It Is About Systems.

#ai #business #governance #enterprise
Comments
4 min read
AI Is Becoming the Operating Layer for Software Execution
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AI Is Becoming the Operating Layer for Software Execution

#ai #agents #architecture #governance
Comments
5 min read
The AI-Native SDLC: A Methodology for Generation at Machine Speed
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The AI-Native SDLC: A Methodology for Generation at Machine Speed

#ai #devops #agents #architecture
Comments
5 min read
Executable Architectural Intent: The Promotion Path From Docs to Constraints
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Executable Architectural Intent: The Promotion Path From Docs to Constraints

#ai #governance #architecture #llm
Comments
4 min read
Agent Verification: Proving Architectural Intent Survived an Autonomous Run
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Agent Verification: Proving Architectural Intent Survived an Autonomous Run

#ai #governance #architecture #agents
Comments
5 min read
Why I Built Mneme HQ: Preventing AI Agent Architectural Drift
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Why I Built Mneme HQ: Preventing AI Agent Architectural Drift

#ai #claudecode #cursor #architecture
1
Comments 1
4 min read
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
Comments
5 min read
Start Here: Why AI-Assisted Development Needs a Governance Layer
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Start Here: Why AI-Assisted Development Needs a Governance Layer

#ai #governance #agentic #softwaredevelopment
Comments
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
Comments 2
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
Comments
4 min read
Harness Engineering Still Needs Governance
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Harness Engineering Still Needs Governance

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

Review Is Not Governance

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

Why CLAUDE.md Stops Scaling

#claude #claudecode #aigovernance #devtools
Comments
7 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
Comments
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
Comments
8 min read
Why RAG Fails for Architectural Governance
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Why RAG Fails for Architectural Governance

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

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

#ai #architecture #devops #programming
Comments
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
Comments
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
Comments
2 min read
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