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🎙️ New episode of the To The Point podcast is live! Shan Kulkarni, co-founder and CEO of Nullify, joins with a direct read on where application security is breaking down: the old model of scanners, dashboards and ticket routing has hit its limit. The problem is not a lack of findings, but rather that teams can't act on them fast enough. And now, AI is capable of stepping in to do the knowledge work, not just support it. The conversation covers how richer context turns AI agents into genuine reasoners capable of reproducible exploit validation (rather than probabilistic guesses), what's required to safely consolidate sensitive context in a memory layer and who holds accountability when an agent auto-resolves a vulnerability. Kulkarni also shares his vision for a near future where two generalist security engineers manage a team of specialized AI employees and what that shift means for the profession. Listen to the full episode here: https://bit.ly/4veOtiP

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