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Puttygen —the blog about Artificial Intelligence, Machine Learning, and Computer Vision

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  • Development Tools & Frameworks
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  • DevOps & Automation

    Budget DevOps Automation Ends Where Production Begins

    October 13, 2026 - By puttygen_guru

    A product manager can buy a faster deployment pipeline on a small budget. Buying a release process that people trust…

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  • Cloud & Infrastructure

    Will This Cloud Vendor Survive Your On-Call Rotation?

    October 6, 2026 - By puttygen_guru

    A cloud platform is easy to approve when the demo ends at deployment. The harder question is whether your team…

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  • Computer Vision

    Accuracy Is the Wrong First Test for Inherited Vision Code

    September 30, 2026 - By puttygen_guru

    You inherited a computer-vision codebase with no trustworthy tests. The tempting move is to save a set of images and…

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  • Cloud & Infrastructure - DevOps & Automation

    Why Kubernetes Makes Inherited Untested Code Harder

    September 29, 2026 - By puttygen_guru

    You inherit a codebase with almost no tests, and the obvious plan is to raise coverage before anyone changes more…

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  • Performance & Optimization

    Inherited Untested Code Is It Actually Getting Faster

    September 22, 2026 - By puttygen_guru

    You inherited a codebase with few tests, slow pages, and confident opinions about “easy wins.” My position: QA should refuse…

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  • Performance & Optimization

    Inherited an untested codebase How do you prove QA pays off

    September 21, 2026 - By puttygen_guru

    You inherited a codebase with few tests, so “faster delivery” can become a trap: automation may simply move broken changes…

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  • Cloud & Infrastructure

    Buying Cloud Infrastructure Means Owning the Hidden Maintenance Load

    September 14, 2026 - By puttygen_guru

    A CTO rarely gets surprised by the cloud bill itself; the surprise is the permanent maintenance payroll created by the…

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  • DevOps & Automation

    Is your DevOps automation working Check these 5 metrics

    September 10, 2026 - By puttygen_guru

    Automation is working only if it improves the outcomes around a deployment, not if it makes the deploy button shinier.…

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  • Cloud & Infrastructure - DevOps & Automation - Performance & Optimization

    DevOps Automation Best Practices for Faster Deployments

    September 9, 2026 - By puttygen_guru

    DevOps automation has become essential for teams that want faster, safer, and more predictable software delivery. This article explores how…

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  • DevOps & Automation - Performance & Optimization - System Administration

    System Administration Best Practices for Dev Teams

    September 3, 2026 - By puttygen_guru

    System Administration Best Practices: Building Reliable, Secure, and Scalable IT Operations Modern organizations depend on stable systems, secure infrastructure, and…

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