<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Wrap on Shivasurya</title><link>http://shivasurya.me/categories/wrap/</link><description>Recent content in Wrap on Shivasurya</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sat, 20 Dec 2025 00:00:00 +0000</lastBuildDate><atom:link href="http://shivasurya.me/categories/wrap/feed.xml" rel="self" type="application/rss+xml"/><item><title>2025 Wrapped</title><link>http://shivasurya.me/2025/12/20/2025-wrapped/</link><pubDate>Sat, 20 Dec 2025 00:00:00 +0000</pubDate><guid>http://shivasurya.me/2025/12/20/2025-wrapped/</guid><description>&lt;h3 id="2025-wrapped">2025 Wrapped&lt;/h3>
&lt;ul>
&lt;li>
&lt;p>Published 📰&lt;/p>
&lt;ul>
&lt;li>Sourcegraph Blog: &lt;a href="https://sourcegraph.com/blog/lessons-from-building-sherlock-automating-security-code-reviews-with-sourcegraph">Lessons from building Sherlock: Automating security code reviews with Sourcegraph&lt;/a>
&lt;ul>
&lt;li>Built AI security agent around 2024 and wrote a blog post about it.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>Tried out &lt;a href="https://www.latent.space/p/willccbb">Multi-Turn Reinforcement Learning&lt;/a> for security vulnerability analysis using verifier framework.
&lt;ul>
&lt;li>Turns out it&amp;rsquo;s amazing and has lot of stuffs to explore and learn.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>
&lt;p>Shipped 🚀&lt;/p>
&lt;ul>
&lt;li>&lt;a href="https://codepathfinder.dev/secureflow-ai">Secureflow AI&lt;/a>, Autonoumous AI Agent for security vulnerability analysis
&lt;ul>
&lt;li>Published blog post on &lt;a href="https://codepathfinder.dev/blog/introducing-secureflow-cli-to-hunt-vuln">codepathfinder.dev&lt;/a>&lt;/li>
&lt;li>And it&amp;rsquo;s clear that &lt;a href="https://ampcode.com/how-to-build-an-agent">NO ONE HAS MOAT&lt;/a>, If any AI security vendor company shows flashy demo &amp;ldquo;How our AI Security engineer can do this &amp;amp; that&amp;rdquo;, remember, you can replicate the same by calling OpenAI, Claude API, or any other AI platform providers.
&lt;ul>
&lt;li>This includes AI SAST, AI Vulnerability detection, AI Appsec, AI Threat modeling, AI Penetration testing, AI Security Orchestration.&lt;/li>
&lt;li>All you need is good level of context engineering, memory, workflow setup, AI API calls.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;a href="https://codepathfinder.dev/">Code-Pathfinder&lt;/a>, AI-Native static code analysis now has Python, Docker, Docker Compose support and open-sourced under AGPLv3 license&lt;/li>
&lt;li>Some Milestones &amp;amp; Metrics 📊
&lt;ul>
&lt;li>Code-Pathfinder &amp;amp; Secureflow AI
&lt;ul>
&lt;li>307 Monthly Active Users&lt;/li>
&lt;li>64 Weekly Active Users&lt;/li>
&lt;li>Started from zero half way through 2025 and grateful to achieve this number.&lt;/li>
&lt;li>Excited to see the growth in 2026&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>
&lt;p>Read 6 books 📚&lt;/p></description></item><item><title>2024 Wrapped</title><link>http://shivasurya.me/2024/12/26/2024-wrapped/</link><pubDate>Thu, 26 Dec 2024 00:00:00 +0000</pubDate><guid>http://shivasurya.me/2024/12/26/2024-wrapped/</guid><description>&lt;h3 id="2024-wrapped">2024 Wrapped&lt;/h3>
&lt;ul>
&lt;li>&lt;a href="https://shivasurya.me/books/reading/2024/12/19/books-i-read-2024.html">Read 12 books&lt;/a>&lt;/li>
&lt;li>Built &lt;a href="https://codepathfinder.dev/">Code-Pathfinder&lt;/a>, Open-source alternative to GitHub CodeQL
&lt;ul>
&lt;li>Received positive interest and interaction from various people working for Microsoft, GitHub, Elastic and TrailofBits&lt;/li>
&lt;li>Mind-blown to see people reaching out regarding the project :)&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>Welcomed our beautiful baby girl into the world! 👸
&lt;ul>
&lt;li>Grateful to &lt;a href="https://www.grhosp.on.ca/">Grand River Hospital&lt;/a> staff &amp;amp; volunteers for the exceptional care and support. 🫡 to Canada&amp;rsquo;s Healthcare&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>Read and built security vulnerability classifier based on &lt;a href="https://www.manning.com/books/build-a-large-language-model-from-scratch">Building a Large Language Model from Scratch&lt;/a>&lt;/li>
&lt;li>494 days streak on &lt;a href="https://www.duolingo.com/profile/shivasurya">Duolingo&lt;/a> learning french 🇫🇷&lt;/li>
&lt;/ul>
&lt;p>And that&amp;rsquo;s a wrap!&lt;/p></description></item><item><title>2023 Wrap - Year in Review</title><link>http://shivasurya.me/2023/12/27/2023-wrap/</link><pubDate>Wed, 27 Dec 2023 00:00:00 +0000</pubDate><guid>http://shivasurya.me/2023/12/27/2023-wrap/</guid><description>&lt;p>2023: A Year of Unexpected Adventures and Rich Insights. Here&amp;rsquo;s a glimpse into my journey and the accomplishments, lessons I&amp;rsquo;ve gathered along the way. Well this blog doesn&amp;rsquo;t feature lot of stuff, but I&amp;rsquo;m trying to keep it simple.&lt;/p>
&lt;h3 id="trimming-down-weight-loss-journey-">Trimming Down: Weight Loss Journey 🏋️&lt;/h3>
&lt;blockquote>
&lt;p>&amp;ldquo;Psychology for Money shapes your wealth; Noom shapes your health.&amp;rdquo;&lt;/p>&lt;/blockquote>
&lt;p>It&amp;rsquo;s been an inspiring weight loss journey with Noom, shedding 11 lbs since October 2023. My employer&amp;rsquo;s Step Challenge played a significant role. I appreciate Noom&amp;rsquo;s rewarding content and insights into eating psychology. The subscription and personal accountability guidance are truly valuable.&lt;/p></description></item></channel></rss>