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Nobody warns you about this 🚨 The demo worked perfectly. Then they deployed it. Four hours later β€” silent failure. No logs. No alerts. The agent had been looping for 3 hours, burning tokens, return
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πŸ”§ Your on-call rotation is exhausted. AI agents can fix that. βœ… LangGraph agents watch Prometheus βœ… Classify noise vs real incidents in <2s βœ… Auto-scale or roll back autonomously βœ… Full Langfuse aud
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What Oracle engineers said after 5 days of Agentic AI training ⭐⭐⭐⭐⭐ "Best technical training we've attended. Real production patterns, not just theory. The LangGraph and MCP modules were exactly wha
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πŸ€– Most AI projects fail before production. The fix? Build systems, not demos. βœ… LangGraph multi-agent orchestration βœ… MCP servers as enterprise AI middleware βœ… Langfuse observability from day 1 βœ… R
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πŸ‘οΈ You cannot fix what you cannot see. AI changes that. βœ… Langfuse for AI agent observability βœ… Prometheus + Grafana ML anomaly detection βœ… OpenTelemetry distributed tracing βœ… Predictive alerting βœ…
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The K8s pattern that cut our AI infra costs by 40% πŸš€ I've spent 25+ years architecting enterprise systems for giants like JPMorgan and Oracle. In 2026, the biggest mistake isn't scalingβ€”it's scaling
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AGENTIC AI Book β€” By The Numbers πŸ”’ 5,000+ engineers trained 4.91/5.0 at Oracle 16 chapters 155+ production code files This is not a tutorial. This is how you build AI agents that actually work. πŸ“—
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πŸ”§ Your on-call rotation is exhausted. AI agents can fix that. βœ… LangGraph agents watch Prometheus βœ… Classify noise vs real incidents in <2s βœ… Auto-scale or roll back autonomously βœ… Full Langfuse aud
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DevOps teams before vs after Agentic AI training πŸ”„ ❌ Before β†’ βœ… After: Manual deploys β†’ AI-automated CI/CD 3 AM alerts β†’ Self-healing agents RAG demo β†’ Production RAG with reranking Single LLM β†’ Mul
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πŸ€– Most AI projects fail before production. The fix? Build systems, not demos. βœ… LangGraph multi-agent orchestration βœ… MCP servers as enterprise AI middleware βœ… Langfuse observability from day 1 βœ… R
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πŸ‘οΈ You cannot fix what you cannot see. AI changes that. βœ… Langfuse for AI agent observability βœ… Prometheus + Grafana ML anomaly detection βœ… OpenTelemetry distributed tracing βœ… Predictive alerting βœ…
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πŸ‘οΈ You cannot fix what you cannot see. AI changes that. βœ… Langfuse for AI agent observability βœ… Prometheus + Grafana ML anomaly detection βœ… OpenTelemetry distributed tracing βœ… Predictive alerting βœ…
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About @ghewaredevopsai

gheWARE Devops AI is a Instagram growing creator in the Product/service category. With 23 followers and 282 posts, ghewaredevopsai's account shows a follower-to-following ratio of 2.9:1. View all content anonymously on Pictame - no login required.

ghewaredevopsai's engagement rate sits at 1.45%. For accounts with 1K-10K followers, the average is around 5%, so there's some room to grow β€” though every community is unique.

Out of the last 12 posts, 100% are videos and 0% are photos. Captions lean moderate, averaging 444 characters.

1.45% engagement rate β€” room to grow compared to average for 1K-10K follower accounts.
2.9:1 follower-to-following ratio.

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ghewaredevopsai
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@ghewaredevopsai

gheWARE Devops AI

PublicProduct/service
Posts
282
Followers
23
Top Hashtags
#LangGraph#gheWARE#AgenticAI#Langfuse#AIOps#DevOps#Prometheus#AIBook

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Popular Hashtags

#tbt#followme#repost#like4like#summer#beauty#selfie#food#me#instalike#girl#fun
Following
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Engagement
0.00%

Agentic AI & DevOps Training | New Book on Amazon | 4.91/5.0 at Oracle | devops.gheware.com/agentic-ai-book

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