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,

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Articles tagged with #appsec
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,

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...

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 ...

An interview with Staff Product Designer Terra Caussin on bridging the gap between security and usability

The Industry Needs Remediation, Not Just Prioritization
