https://securix.app/blog SecuriX is the enterprise control plane for LLM and MCP traffic — SSO, budgets, virtual keys, and DLP in front of every model and MCP server your org uses. Deploy as SaaS or self-hosted with Docker. en-us undefined (CatalystOps) undefined (CatalystOps) Thu, 27 Aug 2026 00:00:00 GMT https://securix.app/blog/ai-model-vs-agentic-harness https://securix.app/blog/ai-model-vs-agentic-harness Two AI products running the identical model can behave nothing alike. The difference is the agentic harness — the tools, memory, and loop wrapped around the brain. If the harness is what drives capability, it is also what drives risk, and almost nobody is reviewing it. Thu, 27 Aug 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-security https://securix.app/blog/ai-security-trilemma https://securix.app/blog/ai-security-trilemma Smart, speed, secure — pick any two. That is the trade-off every enterprise AI team is quietly making. It only binds when security lives inside the application. Move it into a separate layer at the LLM gateway and MCP server, and you stop having to choose. Wed, 19 Aug 2026 00:00:00 GMT undefined (CatalystOps) ai-securityllm-gatewaymcp https://securix.app/blog/per-seat-vs-pay-per-token-ai-pricing https://securix.app/blog/per-seat-vs-pay-per-token-ai-pricing A practical comparison of per-seat and usage-based AI pricing: how each model works, where the break-even point actually sits, when per-seat genuinely wins, the hidden costs in both, and how to decide for your organization. Fri, 31 Jul 2026 00:00:00 GMT undefined (CatalystOps) ai-pricingcost-optimization https://securix.app/blog/ai-for-non-technical-teams https://securix.app/blog/ai-for-non-technical-teams Most AI tooling is built for developers. But marketing, sales, support, and ops are the majority of your company — and per-seat pricing charges them power-user rates for light usage. Here is how to give every non-technical team AI access without buying a seat for each of them. Tue, 28 Jul 2026 00:00:00 GMT undefined (CatalystOps) cost-optimizationllm-gatewayai-pricing https://securix.app/blog/iso-42001-ai-governance https://securix.app/blog/iso-42001-ai-governance ISO/IEC 42001 is the first certifiable AI management standard, and it is already showing up in enterprise procurement. Here is what the standard actually requires, which Annex A controls bite hardest when you buy AI instead of build it, and how to produce the evidence an auditor will ask for. Sat, 25 Jul 2026 00:00:00 GMT undefined (CatalystOps) ai-governancecompliance https://securix.app/blog/ai-cost-optimization-guide https://securix.app/blog/ai-cost-optimization-guide Everything IT and finance leaders need to know about AI cost optimization: why per-seat licensing wastes 60–80% of AI budgets, the seven levers that actually cut spend, the metrics to track, and a 30-day rollout plan. Tue, 14 Jul 2026 00:00:00 GMT undefined (CatalystOps) cost-optimizationllm-gatewayai-pricing https://securix.app/blog/mcp-you-can-trust https://securix.app/blog/mcp-you-can-trust A study of 9,695 MCP servers found most are vulnerable, and popularity doesn't predict safety. Here's why SecuriX's MCP is safe by design—auth, policy, PII redaction, and audit built in. Thu, 09 Jul 2026 00:00:00 GMT undefined (CatalystOps) mcpai-security https://securix.app/blog/agentic-memory-comes-of-age https://securix.app/blog/agentic-memory-comes-of-age Memory is the most important—and least mature—part of the AI agent stack. Here is how the Open Knowledge Format is finally making agent memory portable, and why that turns memory into a security boundary. Tue, 07 Jul 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-security https://securix.app/blog/enterprise-llm-gateway-cut-ai-costs https://securix.app/blog/enterprise-llm-gateway-cut-ai-costs Per-seat ChatGPT and Copilot licenses are quietly draining six figures a year for usage you can't even see. Here is how an enterprise LLM gateway cuts that bill in half, gives you a full audit trail, and blocks PII before it leaves your network. Sun, 28 Jun 2026 00:00:00 GMT undefined (CatalystOps) llm-gatewaycost-optimization https://securix.app/blog/securix-enterprise-ai-gateway https://securix.app/blog/securix-enterprise-ai-gateway We started as an Agent Access Security Broker. We are shipping as an Enterprise AI Gateway. Here is what changed, what we learned, and what you can expect from SecuriX going forward. Tue, 23 Jun 2026 00:00:00 GMT undefined (CatalystOps) product-updatesllm-gateway https://securix.app/blog/introducing-webmcp-tools https://securix.app/blog/introducing-webmcp-tools An in-depth look at WebMCP and Google Chrome Labs' webmcp-tools repository, accelerating the transition to a standardized, agent-friendly web. Tue, 16 Jun 2026 00:00:00 GMT undefined (CatalystOps) mcpproduct-updates https://securix.app/blog/roadmap-mcp-security-layer https://securix.app/blog/roadmap-mcp-security-layer Why building an MCP security layer in-house is an architectural nightmare for B2B SaaS platforms and why offloading this infrastructure accelerates enterprise sales. Wed, 10 Jun 2026 00:00:00 GMT undefined (CatalystOps) mcpai-security https://securix.app/blog/perils-of-autonomous-ai https://securix.app/blog/perils-of-autonomous-ai Exploring the attack surface and critical risks of autonomous AI agents, and how broker-level security can mitigate them. Thu, 04 Jun 2026 00:00:00 GMT undefined (CatalystOps) ai-securityai-agents https://securix.app/blog/the-car-wash-logic-trap https://securix.app/blog/the-car-wash-logic-trap AI can be confidently wrong about simple logic. As we move from chatbots to autonomous agents, SecuriX provides the mathematical boundaries needed to prevent catastrophic hallucinations. Mon, 01 Jun 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-security https://securix.app/blog/taming-shadow-ai-and-zombie-agents https://securix.app/blog/taming-shadow-ai-and-zombie-agents Discover how SecuriX neutralizes Shadow AI, data leakage, and the 'Zombie AI' threat to keep your enterprise data secure. Thu, 28 May 2026 00:00:00 GMT undefined (CatalystOps) shadow-aiai-security https://securix.app/blog/the-rise-of-mcp-apps https://securix.app/blog/the-rise-of-mcp-apps Everything you need to know about the Model Context Protocol (MCP), its explosive growth, and why security is the missing piece. Mon, 25 May 2026 00:00:00 GMT undefined (CatalystOps) mcp https://securix.app/blog/solving-the-agentic-last-mile https://securix.app/blog/solving-the-agentic-last-mile Why AI Agents Break Zero Trust (and How We Fix It) Thu, 21 May 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-security https://securix.app/blog/securing-mcp-connections https://securix.app/blog/securing-mcp-connections Why standard MCP connections fall short for enterprise security and how SecuriX provides the missing boundary layer for autonomous agents. Wed, 20 May 2026 00:00:00 GMT undefined (CatalystOps) mcpoauthai-security https://securix.app/blog/the-nine-second-catastrophe https://securix.app/blog/the-nine-second-catastrophe An AI agent wiped a production database in 9 seconds. Here’s why relying on system prompts is a liability and how Secure MCP provides the solution. Tue, 28 Apr 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-securitymcp https://securix.app/blog/iam-vs-aasb https://securix.app/blog/iam-vs-aasb Why autonomous AI agents require a fundamentally different trust layer than human users and legacy IAM models. Thu, 23 Apr 2026 00:00:00 GMT undefined (CatalystOps) iamai-security https://securix.app/blog/ai-iam-maturity-model https://securix.app/blog/ai-iam-maturity-model From Ad Hoc chaos to Adaptive control—a guide for CISOs and AI platform teams to futureproof their agentic systems. Wed, 15 Apr 2026 00:00:00 GMT undefined (CatalystOps) iamai-governanceai-security https://securix.app/blog/introducing-the-playground https://securix.app/blog/introducing-the-playground Experience the future of agentic security firsthand with our interactive roadmap simulation. Sun, 12 Apr 2026 00:00:00 GMT undefined (CatalystOps) product-updates https://securix.app/blog/introducing-the-aasb https://securix.app/blog/introducing-the-aasb How SecuriX is solving the enterprise security nightmare for autonomous AI agents by decoupling the application layer from the security layer. Sat, 11 Apr 2026 00:00:00 GMT undefined (CatalystOps) product-updatesai-security https://securix.app/blog/agentic-era-security-gap https://securix.app/blog/agentic-era-security-gap Why AI agents need a security boundary layer, not master keys, and how SecuriX enforces agent access control. Thu, 09 Apr 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-securityiam https://securix.app/blog/the-sandbox-trap https://securix.app/blog/the-sandbox-trap Why folder-level folder access controls for AI are deceptive, and how SecuriX enforces security at the API layer before the AI can touch files. Tue, 07 Apr 2026 00:00:00 GMT undefined (CatalystOps) ai-securityai-agents https://securix.app/blog/the-digital-intern-risk https://securix.app/blog/the-digital-intern-risk AI agents are our new coworkers, but giving them 'God Mode' access creates a massive security gap. Here's why we need smart valves, not raw pipes. Mon, 06 Apr 2026 00:00:00 GMT undefined (CatalystOps) ai-agentsai-security https://securix.app/blog/better-oauth-control https://securix.app/blog/better-oauth-control Why end-users hate standard OAuth and how SecuriX builds a better trust layer for agentic systems. Sat, 04 Apr 2026 00:00:00 GMT undefined (CatalystOps) oauthai-agentsai-security https://securix.app/blog/welcome https://securix.app/blog/welcome Enterprise AI agents demand enterprise-grade security. Here's how we're solving the trust layer for autonomous systems. Fri, 20 Mar 2026 00:00:00 GMT undefined (CatalystOps) product-updates