4d (edited) • General discussion
đź‘‹ Welcome to AgenticOps Builders
This community exists for one reason:
To build AI-native devops systems — not just talk about AI in Ops.
If you’re here expecting:
- generic DevOps tips
- prompt collections
- “AI will replace engineers” takes
- surface-level tool demos
This is probably not the right place.
What AgenticOps Builders Is About
AgenticOps is not a buzzword.
It’s the practice of designing systems where:
- AI Agents improve Ops Productivity
- Agentic Skills help translate Expert Knowledge into a Systemic Runbooks
- AI agents observe production systems
- reason across signals (metrics, logs, traces, changes)
- propose or execute actions safely
- operate with humans in the loop
- and learn from every incident, change, and failure
We focus on real DevOps/SRE/Platform Engineering problems:
- Building Agentic Automation for DevOps
- Codifying Expert Knowledge and make it accessible via Agents
- Platform Operations with AI - Kubernetes, Cloud, IaC, CI/CD, Troubleshooting
- Incident detection & triage
- Root cause analysis
- Remediation & rollback
- Change intelligence
- Observability-driven decisions
- Reducing toil without losing control
This is Ops-first, not ML-first.
What This Community Is NOT
Let’s be explicit:
- ❌ Not a generic AI or ChatGPT group
- ❌ Not an MLOps or model-training forum
- ❌ Not a place for theory without application
- ❌ Not a passive content feed
If something doesn’t help an Ops team detect, decide, or act better in production, it’s out of scope.
How This Community Works
This is a builders community.
That means:
- Systems > snippets
- Architectures > prompts
- Tradeoffs > hype
- Learning by building > learning by watching
You don’t need to be an expert. You do need to be curious, honest, and willing to think in systems.
How to Get the Most Value (Start Here)
👇 Introduce yourself in the comments and answer these 3 questions:
- What do you currently work on? (DevOps, SRE, Platform, Infra, etc.)
- What is one Ops problem you wish AI could solve better today?
- Are you here to learn, build, or lead?
Short answers are fine. Clarity matters more than polish.
What’s Coming Next
Over the next few weeks, we’ll be exploring:
- Agentic incident response patterns
- Human-in-the-loop automation
- Designing safe remediation agents
- Closing the “detect → decide → act” loop
- Real architectures, not slides
If you stay engaged, you’ll see exactly where this is going.
Final Note
AgenticOps is not about replacing engineers.
It’s about building systems that let engineers operate at a higher level.
If that excites you — you’re in the right place.
Let’s build.
Gourav
Creator of Agentic Ops Framework,
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đź‘‹ Welcome to AgenticOps Builders
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Where DevOps and SREs evolve into Agentic Platform Engineers. [we talk about Agentic Devops, MLOps, AI Infra]
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