2025 Wrapped

2025 Wrapped

• Published 📰

  • Sourcegraph Blog: Lessons from building Sherlock: Automating security code reviews with Sourcegraph
    • Built AI security agent around 2024 and wrote a blog post about it.
  • Tried out Multi-Turn Reinforcement Learning for security vulnerability analysis using verifier framework.
    • Turns out it’s amazing and has lot of stuffs to explore and learn.

• Shipped 🚀

  • Secureflow AI, Autonoumous AI Agent for security vulnerability analysis
    • Published blog post on codepathfinder.dev
    • And it’s clear that NO ONE HAS MOAT, If any AI security vendor company shows flashy demo “How our AI Security engineer can do this & that”, remember, you can replicate the same by calling OpenAI, Claude API, or any other AI platform providers.
      • This includes AI SAST, AI Vulnerability detection, AI Appsec, AI Threat modeling, AI Penetration testing, AI Security Orchestration.
      • All you need is good level of context engineering, memory, workflow setup, AI API calls.
  • Code-Pathfinder, AI-Native static code analysis now has Python, Docker, Docker Compose support and open-sourced under AGPLv3 license
  • Some Milestones & Metrics 📊
    • Code-Pathfinder & Secureflow AI
      • 307 Monthly Active Users
      • 64 Weekly Active Users
      • Started from zero half way through 2025 and grateful to achieve this number.
      • Excited to see the growth in 2026

• Read 6 books 📚

  • The Alchemist by Paulo Coelho
  • The Dip: A Little Book That Teaches You When to Quit by Seth Godin
  • The Interpretation of Financial Statements by Benjamin Graham
  • Stocks To Riches by Parag Parikh
  • The Art of Spending Money: Simple Choices for a Richer Life by Morgan Housel
  • Who Moved My Cheese: An Amazing Way to Deal with Change in Your Work and in Your Life by Dr. Spencer Johnson

• 800 days streak on Duolingo learning french 🇫🇷

• Some favourite devtools/tools in 2025

  • Ghostty

  • Graphite.dev

  • Claude Code

    • Finally into Max plan subscription

  • Windsurf

  • Todoist - Dumped every daily task to Todoist and it’s been a game-changer

    • 

• Some favourite quotes from books/articles I read

  • “The highest use of money is to use it to control your time, granting freedom and independence, and living life the way you choose.” - The Art of Spending Money
  • “The more you’re lucky, the nicer you should be.” - The Art of Spending Money

• Finally, when I see companies building AI Agents frameworks, AI Security agents - this is the meme comes to my mind

  

Thanks to Builders Club, Kitchener-Waterloo such a energetic community!

And that’s a wrap!