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Building Clarity from Chaos
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Building Clarity from Chaos
0 followers · 1 following
  • Cisco Systems
  • San Francisco, CA, USA
  • 08:02 (UTC -12:00)
  • LinkedIn in/nikkale

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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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nik-kale/README.md

👋 Hi, I'm Nik Kale

Focus Areas: AI Security | Agentic Systems | Production Architecture

I architect AI-driven platforms at enterprise scale. My work spans the AI Support Fabric (CDAP, Shepherd AI, Agentic AI Assistance), a production intelligence framework driving proactive diagnostics, agentic workflows, and real-time automation across security and enterprise product portfolios. I also built the TRON Framework, a large-scale data pipeline converting 1.5M+ annual support cases into actionable insights and business outcomes.

AI Cloud RCA Telemetry

🔬 Currently Building

  • 🔐 MCP & Skills Readiness Analyzers - a vendor-neutral production readiness scanner for MCP servers and agentic AI tools
  • 🧠 AutoOps Architect - zero-code meta-agent that designs, runs & optimizes autonomous ops/SRE workflows
  • 📊 AutoRCA-Core - graph-based RAG engine for incident analysis, log reasoning & root-cause attribution
  • 🔌 Secure-MCP Gateway - safe interoperability layer for Jira, Splunk, K8s, GitHub & enterprise tooling
  • 🖥️ Ops-Agent Desktop - browser-driven autonomous troubleshooting assistant (UI-native issue reproduction)
  • 🧩 ADAPT Agents + Data - composable diagnostic agents + synthetic incident labs for reliability automation
  • 🌐 Autonomous Ops Hub - next-gen directory for AI-powered SRE, support, observability & automation tools

📫 Let’s Connect

LinkedIn X (Twitter)

🔧 Tech Stack Snapshot

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  1. AutoOPS-Architect AutoOPS-Architect Public

    Zero/low-code meta-agent that designs and runs autonomous SRE & ops workflows from natural language goals.

    Python

  2. AutoRCA-Core AutoRCA-Core Public

    Agentic Root Cause Analysis Engine for Autonomous Reliability & OPS

    Python

  3. awesome-autonomous-ops awesome-autonomous-ops Public

    Curated list for AI-powered autonomous operations and reliability, SRE/DevOps/SecOps agents for troubleshooting and self-healing, and Graph RAG for logs, MCP-based interop, and browser agents for o…

    Python 2

  4. mcp-readiness-scanner mcp-readiness-scanner Public

    Production readiness scanner for MCP servers and agentic AI tools

    Python

  5. OPS-Agent-Desktop OPS-Agent-Desktop Public

    A visual mission control for Autonomous OPS Agents

    TypeScript

  6. ADAPT-Agents ADAPT-Agents Public

    ADAPT-Agents is a modular library of diagnostic LLM agents designed for use in automated troubleshooting, anomaly analysis, and RCA workflows

    Python