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@Arizona-Cyber-Threat-Response-Alliance @CISO-in-a-Box @Dark-Roast-Cyber

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christian-taillon/README.md

Highly curious and motivated by interest, with a concern but also an optimism for the future.

My hobbies include: [ linux foss development cti machine-learning llms data-analysis ].

christiant.io β€’ Dark Roast Cyber β€’ ACTRA β€’ GCE

TL;DR

πŸ”’ Cybersecurity professional
🏒 Threat Response Engineer at Grand Canyon Education
β˜• Primarily developing with Dark Roast Cyber customers
🀝 Active with @Dark-Roast-Cyber, @Arizona-Cyber-Threat-Response-Alliance, @CISO-in-a-Box
πŸ› οΈ Experienced in SOC Leadership, SIEM, EDR, NTA, and vulnerability management
🐧 Linux enthusiast and advocate
🐍 Python enthusiast and open-source contributor


βš’ Favorite Tools

Cloudflare Ollama Hugging Face Obsidian TensorFlow Visual Studio Vim Splunk Enterprise Kali ELK Podman Slack

VirusTotal


πŸ’» Favorite OS Flavors

Debian

Android


☁ Cloud Experience

Cloudflare Workers DigitalOcean GitHub Actions GitHub Pages Cloudflare Access Microsoft Entra Microsoft Azure

Previous Presentations

GenAIInCyber OpenWeightModels AgentAITeam InferenceGovernance LocalLLMs NetworkForensics EDR ElasticSecurity

Hunting CTIHunting ThreatIntel SupplyChain Forensics MallardSpider ModernSoc SIEM SplunkDashboarding Git4Ops RPi-MineCraft MemoryForensics Malware Dev: Scripting/Automation Tools EDREvasion ZeekHunting TimeAnalysis GenAITask RedTeaming ThreatEmulation AISecOps OSINT CloudSecurity CTIOperationalization LLMHardening GenAIRisk CoOpSecGenAI AntigenicAI CrowdStrikeLessons LocalLLMInfoSec BlackBastaBeacon AlertFatigue AtomicRedTeam MITREDEFEND SigmaRulesIntro SigmaAsIoA Log4jAnalysis


Code Time

AI Code Time

Lines of code

🐱 My GitHub Data

πŸ“¦ ? Used in GitHub's Storage

πŸ† 3,751 Contributions in the Year 2026

🚫 Not Opted to Hire

πŸ“œ 71 Public Repositories

πŸ”‘ 0 Private Repositories

I'm an Early 🐀

🌞 Morning                1101 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20.26 % 
πŸŒ† Daytime                1619 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   29.79 % 
πŸŒƒ Evening                2291 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   42.15 % 
πŸŒ™ Night                  424 commits         β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.80 % 

πŸ“… I'm Most Productive on Monday

Monday                   1016 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   18.69 % 
Tuesday                  920 commits         β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   16.93 % 
Wednesday                877 commits         β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   16.14 % 
Thursday                 629 commits         β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   11.57 % 
Friday                   853 commits         β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   15.69 % 
Saturday                 695 commits         β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.79 % 
Sunday                   445 commits         β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   08.19 % 

πŸ“Š This Week I Spent My Time On

πŸ•‘οΈŽ Time Zone: America/Phoenix

πŸ’¬ Programming Languages: 
Markdown                 12 hrs 19 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   35.13 % 
Rust                     8 hrs 28 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   24.16 % 
Other                    4 hrs 50 mins       β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   13.80 % 
Python                   2 hrs 37 mins       β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.50 % 
YAML                     1 hr 53 mins        β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   05.38 % 

πŸ”₯ Editors: 
Opencode Cli             25 hrs 9 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘   71.74 % 
OpenCode                 9 hrs 16 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   26.45 % 
Neovim                   37 mins             β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   01.80 % 

πŸ’» Operating System: 
Linux                    35 hrs 3 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   100.00 % 

πŸ€– AI Coding This Week

⏱ AI Coding Time: 35 hrs 3 mins (100.0%)

✍️ 24,405 lines written by AI, 4 lines written by hand (99.98% AI-written)

πŸ”€ 238,759,640 Input Tokens, 4,680,995 Output Tokens

πŸ’΅ $866.71 Estimated AI Cost This Week

🧠 431 AI Sessions, 576 AI Prompts

GPT                      21,636 lines        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘   85.99 % 
Grok                     2,618 lines         β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   10.40 % 
Glm                      704 lines           β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   02.80 % 
Opencode-Cli             204 lines           β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.81 % 
Deepseek                 0 lines             β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   00.00 % 

πŸ”Ž AI Coding Insights:
πŸ€– AI-Driven β€” 99.98% of written lines came from AI
πŸ“š Verbose Prompter β€” average 2,797 characters per prompt
🎯 One-Shot Prompter β€” average 1 prompts per session
πŸš€ High AI Trust β€” 0.02% of changed lines were hand-edited

I Mostly Code in Python

Python                   8 repos             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   33.33 % 
Shell                    3 repos             β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.50 % 
HTML                     3 repos             β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.50 % 
TypeScript               3 repos             β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.50 % 
JavaScript               1 repo              β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.17 % 

Timeline

Lines of Code chart

Last Updated on 22/08/2026 21:14:17 UTC

Pinned Loading

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    Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud models (BYOK). Privacy-first and available cross-platform.

    JavaScript 5.8k 809

  2. spelunktui spelunktui Public

    Splunk TUI Search Client

    Rust 2

  3. splunk-spl splunk-spl Public

    SPL cheatsheet for Splunk.

    Python 27 6

  4. llm-distillery llm-distillery Public

    Large Large Language Model Distillitation for Smaller Models + RAGs

    Python 1

  5. open-webui-pipelines open-webui-pipelines Public

    Pipelines for OpenWebUI

    Python 9 1

  6. chat-cli chat-cli Public archive

    Command Line tool for OpenAI's ChatGPT service

    Python 6 1