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GitHub Security: Protecting Repositories, Actions & Apps in 2026

GitHub Security: Protecting Repositories

Most engineering teams use GitHub more like a file cabinet, with well-organized contents, instantiating code, setting up a pipeline, and leaving the settings page mostly untouched. This approach made sense when GitHub was only version control. Now, GitHub is in…

  • Pranay Sai Aduvala
  • February 17, 2026
  • TECHNOLOGY

Software Bill of Materials (SBOM): Implementation & Best Practices

Software Bill of Materials (SBOM)

Have you forgotten how you can ship code without documenting all the components within it? Those days are gone. I began to take an interest in Software Bill of Materials (SBOM) after completing a project that was flagged as using…

  • Pranay Sai Aduvala
  • February 16, 2026
  • TECHNOLOGY

Supply Chain Attack Patterns: SolarWinds to 2026 – What Changed and What’s Coming

Supply Chain Attack Patterns: SolarWinds to 2026

In December 2020, during the SolarWinds breach, I remember thinking it was another advanced hack. However, after reviewing the technical report and observing the way offenders changed the playbook in the following five years, it became obvious: SolarWinds was not…

  • Pranay Sai Aduvala
  • February 15, 2026
  • TECHNOLOGY

Software Supply Chain Security: From Code to Deployment Protection

Software Supply Chain Security: From Code to Deployment Protection

I understand, of course, that when you hear the term software supply chain security, you think it is another buzzword from salespeople. However, since SolarWinds made it apparent that a single breach of a build system can cost corporations and…

  • Pranay Sai Aduvala
  • February 14, 2026
  • TECHNOLOGY

Agentic AI Implementation Best Practices & Security Checklist: What You Actually Need to Lock Down

Agentic AI Implementation Best Practices & Security Checklist

AI agents no longer answer questions; instead, they book meetings, update databases, and transfer money. That shift from helper to independent worker changes everything about aspects of security. The challenge? Most security structures were designed for traditional applications, not for…

  • Pranay Sai Aduvala
  • February 13, 2026
  • TECHNOLOGY

Governance Frameworks for Agentic AI: ISO 42001 & NIST AI RMF

Governance Frameworks for Agentic AI ISO 42001 NIST AI RMF

Ey, independent AI agents are no longer fancy chatbots. They make decisions, build APIs, and coordinate workflows without constant human oversight. That said, they also require stringent governance systems in place before the situation runs amok. I have been experimenting…

  • Pranay Sai Aduvala
  • February 12, 2026
  • TECHNOLOGY

Multi-Agent Systems Security & Coordination Risks: What Breaks When AI Agents Talk to Each Other

Multi-Agent Systems Security & Coordination Risks

Well, I have spent a fair amount of time as an agent system hacker, and I can tell they are not as impregnable as the hype makes them seem. Once you put two or more AI agents in the room,…

  • Pranay Sai Aduvala
  • February 11, 2026
  • TECHNOLOGY

Behavioral Monitoring & Anomaly Detection for Agents: What I Learned Building Safe AI Systems

Behavioral Monitoring & Anomaly Detection for Agents

And today AI agents are ubiquitous. They respond to customer support tickets, write code, maintain workflows, and make decisions that a human would otherwise have to make. But no one talks much about what happens when these agents go rogue,…

  • Pranay Sai Aduvala
  • February 10, 2026
  • TECHNOLOGY

Memory Poisoning & Training Data Attacks: What’s Corrupting AI Systems Right Now

Memory Poisoning & Training Data Attacks

By the way, I spent the last few months testing various sLLM-based tools, and something kept bothering me. Why then did some of the AI agents abruptly begin to act strange after some sessions? It turns out that I was…

  • Pranay Sai Aduvala
  • February 10, 2026
  • TECHNOLOGY

Memory Poisoning & Training Data Attacks: What I Learned Testing AI Security Flaws

Memory Poisoning & Training Data Attacks

Feel free to believe me: the first thing that crossed my mind when I was told about the concept of memory poisoning in AI systems was a matter of science fiction. After that, I began researching the specifics of how…

  • Pranay Sai Aduvala
  • February 9, 2026
  • TECHNOLOGY

Prompt Injection & LLM Exploitation in Autonomous Agents: What You Need to Know

Prompt Injection & LLM Exploitation in Autonomous Agents

Autonomous agents are not text-generating chatbots. They are powerful AI systems that can email messages, query databases, read the Internet, and make decisions using more across multiple steps- the very thing that endangers them insofar as a person learns to…

  • Pranay Sai Aduvala
  • February 8, 2026
  • TECHNOLOGY

Agentic AI Fundamentals & Attack Surface: What Changes When AI Starts Acting on Its Own

Agentic AI Fundamentals & Attack Surface

Look, chatbots are one thing. You ask a question, you get an answer; it may be bad, it may be useful, but it stays on its path. Agentic AI? That is another thing altogether. These systems do not simply respond.…

  • Pranay Sai Aduvala
  • February 6, 2026
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