The Agentic Flattening
Twitter caused a real problem for the world. They “flattened” different contributors (experts, amateurs, trolls) into one feed with the same visual weight. You lost the contextual cues (credentials,
May 12, 20265 min read
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Introducing: Pixee SCA!
An AI-native approach to a broken system
Dec 16, 20255 min readReact2Shell: The Next Struts2-Style Bug Parade?
The React2Shell bug is giving me major déjà vu, and I think there are important lessons here in Abstract vs. Concrete Risk (maybe in B2B sales too—I haven’t fully thought that part through yet). In the 2010s, the Apache Struts team made (what appears...
Dec 8, 20254 min read
The Battle of AI Wrappers vs. AI Systems
To do vulnerability triage, we use a number of tools: composable agents, workflows, zero-shot LLM calls, deep research, knowledge bases, code analysis tools — you get it. But, does any of it matter? We need to know if a simple “AI wrapper” from some ...
Oct 31, 20254 min read
Google CodeMender just validated autonomous patching. Enterprise readiness takes more.
Research proves AI can fix code in OSS. Enterprise rollouts demand tenant context, governance, and proof.
Oct 9, 20256 min read
More Isn't Always Better, But AI Makes That Irrelevant
The Counterintuitive Choice Breaking Today’s Security Programs Every CISO faces a moment of truth during application security tool evaluation and selection — a decision that will determine the success to vulnerability management at scale. Two vendors...
Oct 1, 20254 min read
Pixee’s Approach to Security Focused UX and Design
An interview with Staff Product Designer Terra Caussin on bridging the gap between security and usability
Aug 28, 20255 min read
The Illusion of Progress: Why Prioritization Alone Won't Make Us Safer
The Industry Needs Remediation, Not Just Prioritization
Mar 26, 20254 min read
Pixee's Pledge to Open Source
At Pixee, we need open source to do what we do, and we’re not alone. Research out of Harvard Business School by Manuel Hoffmann, Frank Nagle, and Yanuo Zhou estimates the demand-side value of open source to be $8.8 trillion (yes, TRILLION!). As we le...
Sep 30, 20242 min read