AI Governance
The Context Window Is a Budget You Are Already Overspending
Token prices fell about two-thirds from early 2025 to early 2026. Over the same period, 73% of enterprises exceeded their AI budget projections. Prices down two-thirds, budgets blown regardless. That only happens when consumption grows faster than anyone modeled, and with agents, it did.
AI Governance
The Compliance Cliff: Your Agents Aren't in Any Control Catalog, and August Is Coming
Search your SOC 2 control matrix for the word "agent." In almost every enterprise I've been a part of, the search yields nothing. Control catalogs describe two types of subject, people and machines, while an agent is a third type. A catalog with no category for a subject cannot control it.
AI in Production
Five OAuth Controls Your Enterprise Needs Before the Next Vercel-Style AI Tool Breach
As enterprise systems grow increasingly complex, managing interconnected data pipelines becomes critical. This article explores the frameworks governing resilient, distributed networks, ensuring intelligent routing and robust security across modern AI and data architectures.
Enterprise Security
Your AI Coding Agent Can Hack Your Infrastructure. And It Doesn’t Need an Attacker to Do It.
NIST’s AI security guidance, and all vendor presentations from RSA Conference 2026 frame agent security in terms of adversarial input vectors such as prompt injection, tool poisoning, and memory manipulation. CVE-2026-34040 shatters this framework entirely.
AI in Production
ADAPT: Applying Enterprise AI Architecture to the Digital Lab
The AI-powered lab of the future will not be defined by how many decisions it makes on its own. It will be defined by the clarity it gives to the humans who remain accountable.
AI in Production
Running OpenClaw Without Handing Over Your Life: A Secure AI Agent Walkthrough
Setting up an autonomous AI agent is easy. Setting one up that won't hand over your credentials, your accounts, and your network is the actual work. A walkthrough of the threat model, the controls, and the habits that keep OpenClaw secure.
AI Governance
AI Agent Standards Won’t Save You: Here’s What Will
The pace of development and production is accelerating faster than the standards community can keep up with. Enterprise leaders must understand the gap.
Enterprise Security
Identity Propagation Is the Only Pattern That Survives the 82:1 Ratio
The industry is rapidly converging on identity propagation as the only viable control plane. CISOs have two options: implement identity propagation now, or clean up the mess later. Agents are not going to wait.
Agentic Systems
An AI Agent Just Pwned Trivy, Microsoft, and DataDog in One Week
An autonomous AI agent scanned 47,000+ repositories, identified vulnerable CI/CD configurations, and compromised projects from Microsoft, DataDog, and Aqua Security using five distinct techniques. The only target that survived was defended by another AI agent.
Enterprise Security
88% of You Have Already Had an AI Agent Security Incident. The Other 12% Probably Don’t Know Yet.
Gravitee surveyed 900+ executives and found 88% reported AI agent security incidents, while 82% believed their policies were adequate. The gap between executive confidence and operational reality is the most dangerous metric in enterprise AI security right now.
Agentic Systems
The npm Nightmare Just Repeated Itself in AI Agents. It’s Worse This Time.
1,184 malicious skills infiltrated ClawHub, the plugin marketplace for the OpenClaw agent framework, reaching 20% of the ecosystem in weeks. Unlike npm packages, agent plugins run with full system permissions. The supply chain playbook broke because the blast radius changed.
Machine Identity
The Trust Boundary Problem: Identity Architecture for Autonomous AI
As AI agents move from assistants to autonomous actors, they don't just need permission to act. They need identity.
Enterprise Security
AI Security Fundamentals: An Architectural Playbook
An architectural foundation for AI security covering the mechanisms that matter, emerging protocols, and the failure modes that appear when teams focus on the model while ignoring the system.
Enterprise Security
Palo Alto’s Unit 42 Just Found a Way to Hijack AI Agent Conversations - And Your Users Can’t See It Happening
In November 2025, Palo Alto Networks’ Unit 42 research team published a new attack technique they called “Agent Session Smuggling.” The attack exploits a fundamental property of multi-agent systems: agents remember their recent conversations.
Enterprise Security
MCP Just Got a New Home at the Linux Foundation - But Its Security Debt Followed It There
The protocol arrives at its new home carrying five critical CVEs from its first year, a 36.7% SSRF prevalence rate across its ecosystem, and an authentication architecture that the specification itself had to retroactively mandate.
AI in Production
What 170,000 Users Taught Me About AI Trust at Scale
What I learned over the next three years, serving 170,000 users across dozens of products, changed my understanding of what AI systems actually need to work.
Agentic Systems
What 3 AM War Rooms Taught Us About Designing Multi-Agent AI
We went from “trust me” AI to “show me” AI. And that distinction, it turns out, is what makes engineers willing to actually use the system instead of just running their own investigation in parallel.
Enterprise Security
36.7% of MCP Servers May Be Vulnerable to SSRF - The Supply Chain Crisis Nobody's Talking About
Analysis suggests over a third of MCP servers may be vulnerable to server-side request forgery. The MCP ecosystem has a supply chain problem: rapid adoption without security review created a vulnerability surface that scales with every new deployment.
