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⚡ AI Lessons

Dev.to · Sodiq Jimoh
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The Agent That Knows When Not to Act — Building NeuroScale Autopilot on Qwen Cloud
Everyone building an autonomous agent right now is optimizing for the same thing: how fast can it...

Dev.to · Sodiq Jimoh
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
I Built a 5-Agent AI System That Fixes Kubernetes Clusters Before Your Pager Goes Off
How I combined Qwen-Max, Qwen-Embedding, and Qwen-Turbo into a fully autonomous self-healing operations platform, with zero human intervention for 80% of incide

Dev.to · Sodiq Jimoh
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
I Build ML Infrastructure for a Living — Here's Why Hermes Agent Changes the Game for Platform Engineers
Hermes Agent Challenge Submission: Write About Hermes Agent Challenge Page I've spent the past...
Dev.to · Sodiq Jimoh
3mo ago
Your Kyverno CI Is Lying to You: Why kyverno-cli Exits 0 on Policy Violations
How a two-week CI false-green exposed a critical kyverno-cli behavior — and the exact bash fix using $PIPESTATUS[0] that makes policy enforcement actually enfor
Dev.to · Sodiq Jimoh
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Deploying Backstage on Kubernetes with the Helm Chart: The Infrastructure-First Guide
A practical field guide for engineers who start from the Backstage Helm chart — covering the real configuration gaps, the demo image limitation, and the exact v

Dev.to · Sodiq Jimoh
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
9 Failures That Hit Me Building a Backstage Golden Path for KServe — Every Error, Every Fix
A production failure log from implementing a Backstage Golden Path for KServe model deployments — nine distinct failures with exact error output, root causes, a

Dev.to · Sodiq Jimoh
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
Beyond InferenceService Readiness: 5 GitOps Failure Modes That Break KServe Deployments
A sequel to my KServe readiness post — five GitOps control-plane failure modes with exact terminal...

Dev.to · Sodiq Jimoh
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
Why Your KServe InferenceService Won't Become Ready: Four Production Failures and Fixes
A practitioner's account of the errors the KServe getting-started documentation doesn't tell you...
DeepCamp AI