Framework Security

04/14/2026

Many agentic AI concepts perform well in controlled demos, but translating them into reliable production systems introduces a different set of challenges.

At Framework Security, we recently shared our perspective on what it takes to build agentic systems that operate effectively in real-world environments:

https://frameworksecurity.com/post/agentic-design-building-production-tooling

Key considerations:

• Context management is a design constraint, not an afterthought
• System architecture often drives outcomes more than model selection
• Structured inputs, outputs, and tool interactions are critical for consistency
• Reliability comes from disciplined orchestration, not emergent behavior

As organizations continue to operationalize AI, success will depend less on experimentation and more on engineering rigor.

The FWS ATLAS TTPs Mapping provides a systematic operationalization of the MITRE ATLAS adversarial threat framework for applied AI/ML security assessments. Each technique is mapped to current open-source and commercial tooling with documented procedures, addressing a recognized gap between threat mo...

04/13/2026

A recent report highlights a significant shift in how vulnerabilities are being discovered. Anthropic’s latest research indicates that AI systems can identify thousands of previously unknown (zero-day) vulnerabilities across major operating systems and browsers, with a reported 72% exploit success rate.

This is not just an incremental improvement in tooling, it represents a step change in capability.

At this scale, vulnerability discovery is no longer constrained by human bandwidth. AI can continuously analyze complex codebases, identify weaknesses, and validate exploitability at a pace that materially compresses the timeline between discovery and risk exposure.

For security teams, this raises important considerations:
• The window between vulnerability discovery and exploitation is shrinking
• Traditional patching cycles may no longer be sufficient on their own
• Greater emphasis is needed on detection, response, and runtime protections

While this research demonstrates the defensive potential of AI, it also underscores how quickly these capabilities could be leveraged offensively.
Security strategies will need to evolve accordingly, prioritizing resilience, visibility, and speed.

📄 Full report: https://lnkd.in/gQ4CEYtr

This link will take you to a page that’s not on LinkedIn

01/27/2026

The Crunchbase breach isn’t just another headline — it’s a case study in modern cyber risk.

Identity, access, and visibility failures continue to cause real business impact long before “advanced exploits” ever matter.

What leaders should actually take away →
https://frameworksecurity.com/post/what-the-crunchbase-breach-reveals-about-modern-cyber-risk

In January 2026, Crunchbase confirmed a data breach after stolen files were posted online by a known threat actor. For a company whose business is built on trusted business intelligence, the incident landed hard — not because it was unusual, but because it followed a familiar pattern that many org...

01/20/2026

Most organizations are racing to adopt AI.
Very few are securing it.

AI introduces new data paths, new decision risks, and new ways to fail at scale. Treating AI risk as “someone else’s problem” is no longer an option.

Read our latest blog: AI Risk Is Now a Cybersecurity Problem.

https://frameworksecurity.com/post/ai-risk-is-now-a-cybersecurity-problem

Artificial intelligence is no longer experimental. It’s embedded in core business processes—security operations, customer support, analytics, development, and decision-making. And as AI adoption accelerates, so does the reality most organizations are only beginning to confront:

01/14/2026

Security programs don’t usually fail because teams did something wrong. They fail because the business outgrew the assumptions they were built on.

January is when this gap becomes obvious—budgets reset, strategies shift, AI adoption accelerates.

We put our thinking into this piece 👇

https://frameworksecurity.com/post/your-security-program-didnt-break----the-business-changed

12/23/2025

Happy Holidays from Framework Security 🎄✨

As the year comes to a close, we’re grateful for the clients, partners, and community members who made this year impactful. Thank you for trusting us to help protect what matters most.

We’re looking forward to the year ahead and continuing to build strong, secure foundations together.

Wishing you a safe, joyful holiday season and a successful New Year!

12/16/2025

Most AppSec programs focus on scanning code and chasing vulnerabilities. But frameworks define defaults, behavior, and security boundaries across every application.

If you’re not securing the framework layer, you’re leaving systemic risk untouched.

We wrote about why framework security is the missing layer in most AppSec programs and how addressing it reduces risk at scale.

👉 https://frameworksecurity.com/post/why-framework-security-is-the-missing-layer-in-most-appsec-programs

Application security (AppSec) has matured significantly over the last decade. Organizations have invested heavily in vulnerability scanning, SAST, DAST, dependency analysis, and DevSecOps pipelines. Yet breaches continue to happen—often not because teams missed a vulnerability, but because they ov...

12/05/2025

We’re excited to share that Framework Security will be attending CyberMarketingCon 2025 in Austin next week!

Our Co-Founder and Managing Director, Jerry Sanchez, along with members of our team, will be there and we’d love to connect with anyone else planning to attend. This event brings together some of the best minds in cybersecurity marketing, and we’re looking forward to learning, sharing, and engaging with the community.

If you’ll be there, please let us know- we’d be glad to meet up!

Looking forward to seeing everyone in Austin. 🌟

11/20/2025

The era of voluntary AI responsibility is ending and a new wave of global standards is on the rise. From the EU to North America and Asia-Pacific, companies must adapt quickly to stay ahead.

https://frameworksecurity.com/post/ai-regulation-is-coming-how-businesses-should-prepare-for-global-standards

Read our latest blog to understand how to:

✅ Take inventory of your AI systems
✅ Classify risk levels and align governance
✅ Build robust documentation, security and vendor controls
✅ Train your workforce on responsible AI use

Artificial intelligence has shifted from an emerging technology to a worldwide economic driver — and regulators across the globe are moving quickly to keep pace. From the EU AI Act to U.S. executive actions, and rapidly evolving frameworks in the U.K., Canada, Singapore, and beyond, businesses wil...

11/17/2025

AI tools are evolving fast, and so must our skills. Framework Security's Roberto Planos breaks down why AI literacy is now fundamental to digital competence and how businesses can build smarter, safer AI-ready teams.

📖 Read his full perspective: https://caliweekly.com/ai-literacy-is-the-new-workplace-essential-for-transforming-digital-competence/

Artificial intelligence is no longer limited to streamlining business operations. The technology is dominating daily workflows in organizations across