---
title: "Ankit Kumar (@ankit-kumar) | Hashnode"
description: "Ankit Kumar (@ankit-kumar) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@ankit-kumar"
---

@ankit-kumar

# Ankit Kumar

@ankit-kumar · Joined March 2025

### [Ownership Confusion in Cloud Security: Why Nobody Knows Who Should Fix What](https://cloud-security-remediation-automation.hashnode.dev/ownership-confusion?utm_source=hashnode&utm_medium=feed)

In my years working in security, I've repeatedly seen a familiar scenario unfold: a critical cloud vulnerability is identified, but instead of immediate remediation, the issue gets stuck in organizational limbo. Multiple teams debate responsibility, ...

5 min read · [cloud-security-remediation-automation.hashnode.dev](https://cloud-security-remediation-automation.hashnode.dev/ownership-confusion?utm_source=hashnode&utm_medium=feed)

[Jul 8, 2025](https://hashnode.com/posts/ownership-confusion/686cbe33e3b1d6117a980868)

### [Where Do AI Agents Fit in Your Security Stack?](https://ai-for-security.hashnode.dev/where-do-ai-agents-fit-in-your-security-stack?utm_source=hashnode&utm_medium=feed)

A Technical Guide to Integration Layers

14 min read · [ai-for-security.hashnode.dev](https://ai-for-security.hashnode.dev/where-do-ai-agents-fit-in-your-security-stack?utm_source=hashnode&utm_medium=feed)

[Jun 30, 2025](https://hashnode.com/posts/where-do-ai-agents-fit-in-your-security-stack/6861fc396a666993d3829e4d)

### [Evolution of Security Prioritization: From Cross Team Meetings to AI Agents](https://ai-for-security.hashnode.dev/evolution-of-security-prioritization?utm_source=hashnode&utm_medium=feed)

Reflecting on the past decade building in different security domains, I've witnessed shifts in how we approach security prioritization. Security teams today operate across a spectrum of methodologies, from human-led quarterly or semiannual plans base...

7 min read · [ai-for-security.hashnode.dev](https://ai-for-security.hashnode.dev/evolution-of-security-prioritization?utm_source=hashnode&utm_medium=feed)

[Jun 3, 2025](https://hashnode.com/posts/evolution-of-security-prioritization/683f4f4aba40f476c6d9938f)

### [The Pitfalls of Ticket-Based Remediation](https://cloud-security-remediation-automation.hashnode.dev/the-pitfalls-of-ticket-based-remediation?utm_source=hashnode&utm_medium=feed)

Discover why ticket-based security remediation creates dangerous delays. Learn how automation and remediation-as-code can reduce vulnerabilities.

9 min read · [cloud-security-remediation-automation.hashnode.dev](https://cloud-security-remediation-automation.hashnode.dev/the-pitfalls-of-ticket-based-remediation?utm_source=hashnode&utm_medium=feed)

[Mar 28, 2025](https://hashnode.com/posts/the-pitfalls-of-ticket-based-remediation/67e674f3f2399463a27ca478)

### [Why Your Cloud Findings Stay Unfixed (While Application Security Issues Get Patched Fast)](https://cloud-security-remediation-automation.hashnode.dev/why-your-cloud-findings-stay-unfixed?utm_source=hashnode&utm_medium=feed)

Why critical cloud vulnerabilities take twice as long to fix, and practical strategies to close the remediation gap through clear ownership and automation.

6 min read · [cloud-security-remediation-automation.hashnode.dev](https://cloud-security-remediation-automation.hashnode.dev/why-your-cloud-findings-stay-unfixed?utm_source=hashnode&utm_medium=feed)

[Mar 19, 2025](https://hashnode.com/posts/why-your-cloud-findings-stay-unfixed/67db27c0a83699b54ae0f34f)