Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Modern development teams do far more than simply write code. Now, with the help of AI, software development organizations are orchestrating its creation, maintenance, and delivery at a bigger scale than ever before. Tools like Windsurf and Devin from Cognition help developers across the Software Development Lifecycle (SDLC) by augmenting people with multi-step reasoning agents that can write code.

Enterprises deploying AI agents and LLMs often look to prompt scanning as their first line of defense against privacy and security breaches. The idea is simple: analyze the text of the user’s prompt before it reaches the model, detect it for sensitive keywords or patterns, and block the sensitive words that may trigger a security or compliance issue. Enterprises thought this was a safe around, till they walked into unexpected issues.

Everyone’s racing to build copilots right now. But making an agentic AI that feels like a trusted teammate—one that understands context, acts safely, and simplifies complex workflows—is harder than it looks. While building Nyx, our agentic AI copilot for security teams, our team spent a lot of time thinking about how to make her an effective team member - skilled and trustworthy.

Let’s be honest — nobody wakes up excited to read documentation. You’ve been there. You’re configuring a tricky workflow, testing an API, troubleshooting a weird corner case. And instead of finding the answer fast, you’re 12 tabs deep, elbows in a PDF appendix, hoping for a miracle. That’s not how it should be.

Today we’re excited to announce the launch of Apono’s new AI-powered Access Assistant, now live across the Apono Cloud Access Management Platform. As AI continues to transform engineering and security workflows, this assistant brings natural language interaction to access management. Helping teams move faster while staying secure. By eliminating the guesswork from access requests, Apono’s Access Assistant gives engineers a powerful new way to get exactly the access they need.

Federal agencies are moving fast to unlock AI's potential—from improving citizen services to driving mission outcomes. But with all that innovation comes a new wave of complexity and risk. Security, trust, and transparency can’t be afterthoughts. They need to be part of the build and AI adoption process from day one. AI-driven development is exponentially increasing both code speed and code insecurity, as AI generates code with up to 40% more vulnerabilities than human developers.

AI is transforming the way we work. There are immense opportunities for automation, intelligent decision-making, and productivity gains. This transformation is a tremendous opportunity, but it also comes with tremendous responsibility, especially when security is involved. For example, AI systems can now act on behalf of users, access sensitive data across tools, and make decisions without oversight, all of which have security implications.