Adi Milner
Head of Engineering
Adi leads engineering at Tamnoon, building the automation, AI agents, and pipelines that turn alerts into production-safe fixes. She writes about DevSecOps, security automation, and the practical limits of AI in remediation.
LinkedInArticles by Adi (34)
Automated Fix Playbooks for Cloud Vulnerabilities Streamline Security Operations
July 8, 2026Security teams drown in vulnerability alerts generated by modern cloud security posture management (CSPM) and cloud-native application protection platforms (CNAPP) tools. These tools excel at detectin…
When DevSecOps Collaboration Breaks Remediation Flows
July 6, 2026Security and DevOps often feel like two different planets, orbiting the same application but with vastly different priorities. This disconnect creates a chasm in the remediation pipeline, where vulner…
Mitigating Shadow AI Unseen Risks With Practical Governance and Remediation
July 1, 2026Shadow AI poses tangible security risks, often operating undetected within enterprise environments. Ignoring it isn't an option. It's a direct path to data exposure and compliance failures. Organizati…
Automate Past Cloud Security Staff Shortages
June 24, 2026The cybersecurity talent gap is a persistent operational drain. Organizations are struggling to find and retain skilled professionals capable of managing complex cloud environments. This isn't just ab…
Automating Cloud Vulnerability Remediation for Operational Stability
June 10, 2026Cloud environments produce an overwhelming volume of security alerts, often paralyzing teams with what feels like an endless list of vulnerabilities. The real challenge is fixing them quickly and safe…
Cloud Security Incident Resolution: Lowering MTTR Is Critical
June 8, 2026Reacting to cloud security incidents often feels like a constant race against the clock. Every minute an exposure remains unfixed translates directly into increased risk and potential operational disr…
Seamless Cloud Fixes Safely Remediate Misconfigurations and Protect Production
May 30, 2026Security teams often find themselves in an endless cycle of identifying misconfigurations, only to see them persist in production environments. Cloud environments evolve at a rapid pace. This means co…
Taming Your NVD CVE Backlog with Strategic Risk Prioritization
May 29, 2026The National Vulnerability Database (NVD) is struggling to keep pace. NIST enriched roughly 42,000 CVEs in 2025, but submissions are running about a third higher year-over-year in early 2026. This cre…
Preventing Secrets Exposure in GitHub Repositories
May 25, 2026Secrets exposure in source code repositories remains a critical vulnerability. Even well-resourced agencies like CISA aren't immune. Their 'Private-CISA' GitHub repository publicly exposed credentials…
DevSecOps Teams Conquer Alert Fatigue With Smarter Solutions
May 22, 2026Security teams drown in alerts. This isn't news, but the scale of the problem is escalating. Organizations now receive over 500,000 alerts, with 95-98% being non-critical or false positives, according…
Understanding Blast Radius in Cloud Security Remediation
May 20, 2026A CNAPP flags an issue, the suggested fix seems simple, yet the team hesitates because they don't know what else that change might touch. This hesitation has a name: unknown blast radius. Addressing t…
Cloud Incident Remediation Playbooks Drive Swift Action
May 18, 2026Security teams drown in alerts, not because detection tools fail, but because remediation struggles to keep pace. It's not enough to find vulnerabilities. The real challenge lies in fixing them effect…
Establishing an Impervious Cloud Security Configuration Baseline
May 13, 2026Unsecured cloud configurations are a leading cause of breaches, not just detected vulnerabilities. Organizations often invest heavily in detection tools like Wiz, Orca Security, and Palo Alto Cortex C…
Beyond Alerts Mastering Automated Remediation in Cloud Security
May 8, 2026Security teams drown in alerts. A critical operational reality is that a typical enterprise cloud environment generates thousands, if not tens of thousands, of security findings daily. Cloud Security …
Securing AI Agents in CI/CD Preventing Software Supply Chain Exploits
May 7, 2026Securing AI Agents in CI/CD Preventing Software Supply Chain Exploits The integration of AI agents into CI/CD pipelines significantly changes the software delivery landscape. We're well beyond simple …
Cloud Security Misconfiguration Playbooks Actionable Remediation
May 7, 2026Cloud Security Misconfiguration Playbooks Actionable Remediation Your CSPM is lit up, but your attack surface isn't shrinking. This is the core disconnect in modern cloud security. Detection without a…
Continuous Automated Compliance Prevents DevSecOps Production Breakage
May 7, 2026Security and operational resilience hinge on continuous compliance. Ignoring it creates significant technical debt, making production environments fragile and susceptible to violations, configuration …
Fortify DevSecOps Pipelines Eliminate Cloud Misconfigurations Effortlessly
April 29, 2026Cloud misconfigurations are still a leading cause of breaches. We've seen it play out repeatedly. The move to DevSecOps is supposed to shift security left, baking it into the pipeline, but often it ju…
Shrink Your Vulnerability Backlog Take Action Now
April 22, 2026Shrink Your Vulnerability Backlog Take Action Now Dealing with a sprawling vulnerability backlog feels like trying to empty the ocean with a thimble. Most security teams are drowning in alerts, strugg…
Securing AI Agents Mastering Runtime Authorization
April 20, 2026The Imperative for Runtime Authorization in AI Agents AI agents are here, and they're not just hypothetical anymore. Gartner projects that 40% of enterprise applications will embed task-specific AI ag…
Cloud Open-Source Supply Chain Remediation for DevSecOps
April 10, 2026Cloud Open-Source Supply Chain Remediation for DevSecOps Your Software Composition Analysis (SCA) tool is working perfectly, but your attack surface isn't shrinking. Every day, scanners from Wiz, Pris…
Alert Noise Drowning Your SOC: Strategies for Meaningful Cloud Security Responses
April 9, 2026Your SOC's Alert Count Is a Liability, Not a KPI The number of alerts your CNAPP or SIEM generates is an indicator of tool configuration, not security posture. Security teams are overwhelmed, with org…
Automated Secret Rotation: Fortifying Cloud Environments in DevSecOps
April 2, 2026Automated Secret Rotation: Fortifying Cloud Environments in DevSecOpsFlipping the switch on automated secret rotation for a production database is a high-stakes bet.While every security framework from…
Closing the Cloud Security Gap: From Detection to Production-Safe Remediation
April 1, 2026Your Cloud Has 10,000 Alerts, and Most of Them Don't Matter Right Now Your CNAPP dashboard is lit up like a Christmas tree. Wiz, Orca, or Prisma Cloud just dumped thousands of alerts into your queue. …
Alert Overload to Operational Control: Automating Remediation Reclaims SOC Focus
March 30, 2026Your SOC is drowning in alerts it can't act on. The volume isn't the problem; it's the signal-to-noise ratio. Security teams are flooded with notifications from their Cloud Native Application Protecti…
Automated Exposure Management: Picking the Right Enterprise Platform
March 26, 2026Automated Exposure Management: Picking the Right Enterprise Platform Your CNAPP is generating thousands of alerts, but your risk posture isn't improving. This is the operational reality for many secur…
Shrinking Your Cloud Vulnerability MTTR: Actionable Fix-Strategies
March 20, 2026Your Detection Tools Are Alert-Rich but Fix-Poor Your cloud security stack is likely exceptional at finding problems. Tools from Wiz, Prisma Cloud, and Orca Security generate thousands of alerts, duti…
Agentic AI is Your Newest Attack Surface: Stop LLM Data Leaks
March 14, 2026Your Agent's IAM Role Is the New Attack Perimeter Your AI agent's IAM role is a bigger security liability than a publicly exposed S3 bucket. A single over-privileged, long-lived credential attached to…
DevSecOps Strategies for Proactive npm Malware Protection
March 11, 2026DevSecOps Strategies for Proactive npm Malware ProtectionYour npm install is a loaded gun pointed at your production environment. With a developer ecosystem that pulls in millions of open-source packa…
Closing the Cloud Security Gap: Stop Scanning and Start Fixing
March 11, 2026Your Cloud Scanner Is a To-Do List Nobody Is Finishing The daily report from your CSPM lands in your inbox: thousands of alerts, hundreds marked “critical.” Your Wiz, Prisma, or Orca dashboards are a …
Automated Remediation Breaks Production: Managing Playbook Risk in Complex Environments
March 11, 2026Your Auto-Remediation Playbook Just Took Down Production An automated security playbook just took an action your Cloud Security Posture Management (CSPM) tool recommended. The alert is green, the dash…
12 Critical DevSecOps Best Practices to Stop Malware in 2026
March 3, 202612 Critical DevSecOps Best Practices to Stop Malware in 2026Your CI/CD pipeline is the new front line for malware delivery.With threat actors publishing over 512,000 malicious open-source packages in …
LLM Agent Exploit Patterns: Defending the New Attack Surface
March 1, 2026Your Cloud Security Tools Don't Understand Your LLM Agents LLM agents aren't just another workload; they're autonomous entities with cloud credentials. We're connecting them to our most sensitive data…
Adversarial AI Exploits: Why Your 'Smart' LLM is About to Rob You Blind
February 27, 2026Your LLM's Biggest Vulnerability Isn't the Algorithm, It's the IAM Role The operational risk of deploying Large Language Models (LLMs) isn't confined to the probabilistic nature of the model itself. T…