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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† 3,085 Contributions in the Year 2026

🚫 Not Opted to Hire

πŸ“œ 70 Public Repositories

πŸ”‘ 0 Private Repositories

I'm an Early 🐀

🌞 Morning                701 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–‘   18.37 % 
πŸŒ† Daytime                1259 commits        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–‘   32.99 % 
πŸŒƒ Evening                1526 commits        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   39.99 % 
πŸŒ™ Night                  330 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–‘   08.65 % 

πŸ“… I'm Most Productive on Monday

Monday                   696 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–‘   18.24 % 
Tuesday                  592 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–‘   15.51 % 
Wednesday                607 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–‘   15.91 % 
Thursday                 547 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–‘   14.33 % 
Friday                   651 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–‘   17.06 % 
Saturday                 408 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–‘   10.69 % 
Sunday                   315 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–‘   08.25 % 

πŸ“Š This Week I Spent My Time On

πŸ•‘οΈŽ Time Zone: America/Phoenix

πŸ’¬ Programming Languages: 
Markdown                 8 hrs 20 mins       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–‘   32.51 % 
Rust                     6 hrs 50 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–‘   26.65 % 
Python                   3 hrs 12 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–‘   12.54 % 
JSON                     1 hr 14 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–‘   04.87 % 
Other                    1 hr 12 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–‘   04.71 % 

πŸ”₯ Editors: 
Opencode Cli             13 hrs 42 mins      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   53.47 % 
OpenCode                 9 hrs 33 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–‘   37.24 % 
Neovim                   1 hr 46 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–‘   06.92 % 
Claude Code              36 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–‘   02.36 % 

πŸ’» Operating System: 
Linux                    25 hrs 38 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: 25 hrs 28 mins (99.34%)

✍️ 16,016 lines written by AI, 2 lines written by hand (99.99% AI-written)

πŸ”€ 35,872,030 Input Tokens, 903,589 Output Tokens

πŸ’΅ $165.42 Estimated AI Cost This Week

🧠 179 AI Sessions, 372 AI Prompts

GPT                      12,763 lines        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘   76.60 % 
Glm                      1,994 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–‘   11.97 % 
K                        1,178 lines         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–‘   07.07 % 
Opus                     607 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–‘   03.64 % 
Opencode-Cli             98 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–‘   00.59 % 

πŸ”Ž AI Coding Insights:
πŸ€– AI-Driven β€” 99.99% of written lines came from AI
πŸ“š Verbose Prompter β€” average 1,638 characters per prompt
πŸ” Iterative Prompter β€” average 2 prompts per session
πŸš€ High AI Trust β€” 0.01% of changed lines were hand-edited

I Mostly Code in Python

Python                   8 repos             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–‘   36.36 % 
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–‘   13.64 % 
HTML                     2 repos             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–‘   09.09 % 
TypeScript               2 repos             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–‘   09.09 % 
PowerShell               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–‘   04.55 % 

Timeline

Lines of Code chart

Last Updated on 01/08/2026 21:43:45 UTC

Pinned Loading

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