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From Dev to Deploy: Why We Package AI/ML Artifacts with OCI, Not Git
The shift from Git-based workflows to OCI artifacts isn't just a tooling change—it's a fundamental rethinking of how we manage AI/ML assets in…
Jun 24
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Gorkem Ercan
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From Dev to Deploy: Why We Package AI/ML Artifacts with OCI, Not Git
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April 2025
Secure Supply Chain with ModelKits Explained
This article is a guide on establishing a secure software supply chain using ModelKits. It is aimed at technical practitioners in AI/ML deployment…
Apr 3
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Gorkem Ercan
1
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Secure Supply Chain with ModelKits Explained
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March 2025
Securing MCP: Applying Lessons Learned from the Language Server Protocol
Given my experience with LSP, I’m enthusiastic about the growing interest in the Model Context Protocol (MCP). However, I am concerned that the valuable…
Mar 28
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Gorkem Ercan
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Securing MCP: Applying Lessons Learned from the Language Server Protocol
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The KitOps Methodology
In the ever-evolving world of AI and machine learning, the path from model conception to deployment is full of challenges.
Mar 5
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Gorkem Ercan
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The KitOps Methodology
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August 2024
The Expected Cooling of the Generative AI Hype
Environmental changes have always been catalysts for evolutionary shifts.
Aug 18, 2024
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Gorkem Ercan
1
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The Expected Cooling of the Generative AI Hype
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June 2024
What is a Control Plane for AI/ML?
We are experiencing a new phase of enterprise AI/ML adoption where AI/ML becomes integral to business operations.
Jun 30, 2024
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Gorkem Ercan
1
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What is a Control Plane for AI/ML?
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May 2024
The Over-Promise of AI: A Reality Check for Enterprises
We live in a time where the promises of Artificial Intelligence (AI) seem almost boundless.
May 22, 2024
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Gorkem Ercan
1
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The Over-Promise of AI: A Reality Check for Enterprises
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Toward Standardized Frameworks in AI: Architecting for Scalability and Sustainability
The AI development landscape is shaped by an escalating arms race centered on augmenting context sizes and amassing extensive parameter counts in large…
May 3, 2024
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Gorkem Ercan
1
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Toward Standardized Frameworks in AI: Architecting for Scalability and Sustainability
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February 2024
Do data scientists really like Git?
I have a theory: data scientists do not like Git.
Feb 28, 2024
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Gorkem Ercan
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Do data scientists really like Git?
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November 2023
Securing Backstage Plugins
Embracing the Permissions API
Nov 18, 2023
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Gorkem Ercan
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Securing Backstage Plugins
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May 2023
Understanding the P in IDP
Whether selling dog food or diamond rings, you need some software to keep up with the competition.
May 7, 2023
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Gorkem Ercan
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Understanding the P in IDP
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Reboot
It seems like the decade of reboots is upon us.
May 6, 2023
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Gorkem Ercan
1
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Reboot
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