Platform Engineering Support During a Hiring Gap: Put Cloud Economics in the Delivery Loop
A practical framework for adding temporary platform engineering support during a hiring gap without turning cloud cost review into a finance gate.
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Archive for epsilonadmin27190
Boundaries are your friends
Terraform modules for Kubernetes should optimize for stable ownership and understandable dependencies, not maximum reuse. Use this boundary-first framework to decide what belongs in child modules, what stays in root configuration, and when abstraction starts hiding the platform.
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Kubernetes Explained: The Core Concepts Every Engineering Team Should Understand
A practical primer on Kubernetes as a desired-state control system: what pods, deployments, services, ingress, config, secrets, autoscaling, namespaces, and cluster operations actually do, and what they do not do.
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Agentic AI in Production: Why an Agent Hasn’t Embarrassed You Yet
Agentic AI in production doesn’t fail like classic software. It can be correct-looking, socially awkward, or confidently wrong—until real constraints and boundaries reveal the gaps. Here’s how to recognize the warning signs and harden your system.
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How to Steal the Declaration of Independence Using AI
For centuries, humanity has asked the great questions: Are we alone in the universe? Why is printer ink so expensive? And most importantly: Can artificial intelligence help me steal the Declaration of Independence??
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Why FinOps Tools Don’t Actually Reduce Cloud Spend (And What Does)
Most companies that reach a certain level of cloud maturity eventually arrive at the same conclusion: cloud costs feel out of control, unpredictable, and increasingly difficult to justify. In response, many organizations decide that the most logical next step is to purchase a FinOps tool. This decision feels responsible, modern, and proactive. It appears to be the natural solution to a growing problem that everyone can see but no one quite knows how to fix.
Read More The Cloud Waste Tax: Where 30% of Your Cloud Bill Is Quietly Going
Most companies don’t realize they’re paying a massive tax on their cloud usage. This tax doesn’t show up as a line item.. In fact, no one actually ever approves it. And yet, year after year, it quietly absorbs 20–40% of total cloud spend.
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The Future of Generative AI
The rapid evolution of generative AI has already proven transformative across sectors, fundamentally shifting creative and technical processes alike. But where do we go from here?
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Is LangChain Losing Its Edge?
LangChain has provided robust tools for LLM-based applications, offering modular components to structure data pipelines and model interactions. However, as use cases have diversified, LangChain’s structure has presented limitations
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