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JacobPEvans/README.md

Website LinkedIn GitHub


XKCD comic 1319: A chart showing time spent on a task manually vs time spent automating it, with the punchline that automation often takes longer than just doing the task

Animated snake game visualization that traverses across the GitHub contribution graph, with the snake consuming contribution squares as it moves, leaving a trail of empty cells behind

CS grad turned data pipeline wrangler. If you're doing the same task twice, it's time to script it.
Building reliable, observable systems and eliminating toil so teams can focus on what matters.


Splunk Cribl SOAR Claude Gemini

Cloud platforms: AWS, GCP, Azure, Cloudflare

Operating systems and editors: Linux, macOS, Windows, Ubuntu, VS Code, Vim

Programming languages: Python, Bash, PowerShell, Go, JavaScript, TypeScript, Java, C, C++

DevOps tools: Git, GitHub, Docker, Kubernetes, Terraform, Ansible, GitHub Actions, Jenkins, Nix, Postman

Active Directory Azure AD / Entra ID Azure DevOps AWS S3

Slack Datadog Home Assistant Proxmox


About Me

On the Clock: Splunk and Cribl consultant specializing in security operations. I architect SIEM platforms, build detection pipelines, and optimize data flows with a focus on reliability and cost efficiency. My specialty? Cutting ingest volume by 30-50% while actually improving security posture.

Outside the Terminal: When I'm not debugging data pipelines, I'm probably over-engineering my home lab or convincing my reef tank that uptime matters.

🏠 Home Lab: Proxmox server, UniFi networking, Home Assistant orchestrating everything from leak detection to automated garden watering. The goal is fault-tolerant infrastructure I can rebuild from a single config file.

🐠 Aquariums: 75-gallon saltwater reef (clownfish, corals, pistol shrimp) + freshwater tanks with custom lighting and wave-maker automations. The fish have better SLOs than most production systems.

🀿 Adventures: Scuba diving (San Pedro, Belize is my happy place), snowboarding in Michigan and Colorado, hiking, running

Currently Building

  • Home Lab IaC Stack β€” Terragrunt/Terraform/Ansible for reproducible infrastructure
  • Network Segmentation β€” Because flat networks are for the reckless
  • AI-Powered Home Automation β€” Making my house smarter than it needs to be

AI & LLM Obsession

I'm deep in the AI rabbit hole and loving every minute of it. Current focus areas:

  • Prompt Engineering β€” Crafting system prompts, building multi-turn workflows, and optimizing for specific use cases
  • Agentic Workflows β€” Building AI systems that reason, plan, and execute multi-step tasks without hand-holding
  • Claude Code & Gemini CLI β€” Daily drivers for AI-assisted development; I've built custom skills, hooks, and integrations for both
  • Multi-Model Orchestration β€” Routing tasks to the right model (Opus for architecture, Sonnet for speed, local models for privacy)
  • RAG & Context Engineering β€” Building retrieval systems that actually work in production

GitHub Metrics

GitHub metrics showing recent activity, languages, coding habits, and contribution patterns

Activity Graph

Graph visualization of Jacob's GitHub activity over the last 31 days, showing commit frequency and contribution patterns

GitHub Stats

Jacob's GitHub stats card displaying total stars earned, total commits, pull requests opened, issues raised, and overall contribution ranking

Bar chart showing Jacob's most frequently used programming languages across public repositories, with Python, Shell, and Go among the top

Contribution Streak

GitHub streak stats showing Jacob's total lifetime contributions, current consecutive day streak, and longest streak achieved

3D Contribution Calendar

3D visualization of Jacob's GitHub contribution calendar rendered as an isometric cityscape where building heights represent daily commit counts

Coding Activity

WakaTime stats showing Jacob's weekly coding activity breakdown by language, editor, and operating system

Total coding time tracked by WakaTime since account creation

3D Contribution Calendar

3D visualization of Jacob's GitHub contribution calendar rendered as an isometric cityscape where building heights represent daily commit counts

Coding Activity

WakaTime stats showing Jacob's weekly coding activity breakdown by language, editor, and operating system

Total coding time tracked by WakaTime since account creation

Pinned Loading

  1. JacobPEvans JacobPEvans Public

    My personal GitHub profile

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  2. ai-assistant-instructions ai-assistant-instructions Public

    A comprehensive, vendor-agnostic framework for consistent AI-assisted development workflows - standardized instructions and commands that work seamlessly across Claude, Gemini, Copilot, and local A…

    Shell 3 2

  3. nix nix Public

    Nix 1

  4. terraform-proxmox terraform-proxmox Public

    HCL

  5. Splunk Favorite Resources Splunk Favorite Resources
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    # Official Splunk Resources
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    ## Dedicated Best Practices
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    * [Splunk Lantern: Success Framework](https://lantern.splunk.com/Splunk_Success_Framework)