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Dariusz Newecki

Systems-oriented thinker focused on AI, governance, and operational risk in modern software teams.

Location Belgium Joined Joined on  Personal website https://github.com/DariuszNewecki/CORE

Work

Quality Manager & IT Asset Management (ITAM) Process Owner

How CORE Used Its Own Pipeline to Eliminate 36 Constitutional Violations — Including Its Own
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How CORE Used Its Own Pipeline to Eliminate 36 Constitutional Violations — Including Its Own

#ai #python #devops #programming
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4 min read

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Closing the Loop: From Audit Violation to AI Fix in One Command
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Closing the Loop: From Audit Violation to AI Fix in One Command

#ai #python #devops #opensource
1
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4 min read
When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice
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When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice

#ai #opensource #python #aigovernance
4
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4 min read
Stop Building Humanoid Agents: The Case for "Octopus Architecture"
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Stop Building Humanoid Agents: The Case for "Octopus Architecture"

#ai #architecture #python #opensource
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4 min read
How I Achieved 70% Autonomous Code Generation with Constitutional AI Governance
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How I Achieved 70% Autonomous Code Generation with Constitutional AI Governance

#ai #opensource #machinelearning #python
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4 min read
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