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AI SRE in Practice: Resolving GPU Hardware Failures in Seconds
Blog

AI SRE in Practice: Resolving GPU Hardware Failures in Seconds

Part 2 of the AI SRE in Practice Series. In this post we discuss: Resolving GPU Hardware Failures in Seconds

Jan 11, 2026 6 mins read
When is it ok or not ok to trust AI SRE with your production reliability?
Blog

When is it ok or not ok to trust AI SRE with your production reliability?

This series demonstrates what AI SRE trained on real workloads actually looks like in practice. We're going to walk through…

Jan 8, 2026 4 mins read
From Promise to Practice: What Real AI SRE Can Actually Do When Production Breaks
Blog

From Promise to Practice: What Real AI SRE Can Actually Do When Production Breaks

This series demonstrates what AI SRE trained on real workloads actually looks like in practice. We're going to walk through…

Jan 4, 2026 5 mins read
7 Kubernetes Predictions for 2026 – AI Will Push SRE to its Limit
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7 Kubernetes Predictions for 2026 – AI Will Push SRE to its Limit

SRE teams are about to feel even more pressure. GPU-heavy computing is breaking the assumptions today's clusters were built on,…

Dec 29, 2025 3 mins read
Kubernetes v1.35: The Release That Tackles the Industry’s $100 Billion Waste Problem
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Kubernetes v1.35: The Release That Tackles the Industry’s $100 Billion Waste Problem

There's a bigger story here that every platform team needs to understand: K8s is finally acknowledging that cluster utilization is…

Dec 29, 2025 11 mins read
KubeCon Atlanta 2025 & the AI-Native Shift
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KubeCon Atlanta 2025 & the AI-Native Shift

If you missed the event or couldn't attend every session, here are the talks that captured some interesting (IMO) technical…

Dec 18, 2025 9 mins read
Building Trust in AI-Powered Kubernetes Ops: Why “Good Enough” Is a Production Killer
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Building Trust in AI-Powered Kubernetes Ops: Why “Good Enough” Is a Production Killer

We aren't building a chatbot to suggest recipes. We are building systems that, armed with kubectl permissions, have the potential…

Dec 17, 2025 4 mins read
The War Room of AI Agents: Why the Future of AI SRE is Multi-Agent Orchestration
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The War Room of AI Agents: Why the Future of AI SRE is Multi-Agent Orchestration

The teams that learn to build and coordinate AI agent capabilities alongside human expertise will be the ones that thrive…

Dec 11, 2025 9 mins read
Cost Optimization Is Now Part of the SRE Playbook
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Cost Optimization Is Now Part of the SRE Playbook

Cost optimization is no longer a peripheral “FinOps problem” delegated to a separate finance team. It is a core SRE…

Dec 4, 2025 10 mins read
Welcome to the Next Frontier: AI on Kubernetes
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Welcome to the Next Frontier: AI on Kubernetes

KubeCon 2025 confirms AI on Kubernetes is a production reality. This post explores the platform challenges, from managing large LLMs…

Nov 28, 2025 7 mins read
Lessons from KubeCon: What “Best-of-Breed” AI SRE Really Requires
Press Release

Lessons from KubeCon: What “Best-of-Breed” AI SRE Really Requires

This year’s KubeCon underscored a real shift: AI SRE has gone mainstream. The question isn’t whether AI SRE helps. It’s…

Nov 24, 2025 3 mins read
Autonomous Self-Healing Capabilities for Cloud-Native Infrastructure and Operations
Blog

Autonomous Self-Healing Capabilities for Cloud-Native Infrastructure and Operations

With autonomous self-healing and continuous optimization, we're flipping the script on the traditional management model. Organizations can move from firefighting…

Nov 6, 2025 8 mins read
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