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Nimesh KulkarniMay 22, 2026 • 6 min read
DevOps vs MLOps vs AIOps: What Changes, What Stays, and a Simple Roadmap to Get Started
A practical breakdown of DevOps, MLOps, and AIOps, with diagrams and a realistic roadmap for teams t...
#devops#mlops#aiops#roadmap
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Raj Jaiswal1d ago • 5 min read
JaisCloud — A Free, Single-Binary AWS Emulator in Go
Why We Built JaisCloud — A Free, Single-Binary AWS Emulator in Go If you've ever tried to...
#aws#testing#aiops#devops
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scarab systems2d ago • 3 min read
Repo Drift Is the Hidden Cost of AI Coding Agents — and one Fix Is Simpler Than You Think
A lot of conversations about AI coding agents focus on obvious failures: hallucinated APIs, broken.....
#ai#webdev#aiops#productivity
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scarab systems2d ago • 1 min read
Where are AI coding agents creating the most repo drift for you?
I’m working on a diagnostic suite for AI-assisted software development, and I’m currently looking...
#ai#webdev#programming#aiops
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Preetha2d ago • 9 min read
Inside an MCP-Native Content Workflow Engine — Here's What Actually Broke (and What Finally Made Sense)
I started this project thinking, "Let me try this MCP thing." I didn't expect to end up rebuilding.....
#mcp#contentops#aiops#fastapi
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paul_h1d ago • 4 min read
AI Agents Mapped My Legacy Production Environment in One Hour.
I inherited a black box. Three VMs. A hundred-something microservices. Redis, ClickHouse, MySQL,...
#devops#aiops#sre#welcome
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Sedai.io1d ago • 1 min read
Is the era of cheap AI over?
For years, we haven't paid the real cost for AI models. But that's about to change. Our team...
#llm#agents#aiops#finops
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marcom4d ago • 2 min read
What Building AI for a Polysilicon Manufacturer Taught Me About Real-World Production AI
There's a category of AI deployment that doesn't get enough attention in the communities I follow......
#ai#aiops
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IntelliSource Technologies 2d ago • 5 min read
How AI-Powered IT Operations (AIOps) Is Reducing Downtime for Enterprise CTOs
There's a specific kind of dread that comes with a 2 a.m. call about an outage. The app is down, a.....
#aiops#operations
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Zainab Firdaus4d ago • 5 min read
AIOps Foundation Certification: Why IT Teams Are Turning to Smarter Operations
Introduction In today’s fast-moving digital landscape, IT teams are expected to maintain...
#aiopsfoundationcertification#ai#aiops#devops
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Zainab Firdaus2d ago • 5 min read
Certified AIOps Professional: A Practical Guide to Intelligent IT Operations
Introduction Modern engineering teams are facing a challenge that traditional IT...
#ai#aiops#devops
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manshi kumari 4d ago • 9 min read
Scalable IT Automation Skills in Certified AIOps Manager Training
Welcome to this comprehensive guide on advancing your career in modern IT infrastructure,...
#aiops#manager#certified#devops
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