<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/"><channel><title>Codenotary Blog</title><link>https://codenotary-com-website.pages.dev/blog</link><description>Releases, research and field notes on securing AI agents, Linux fleets and the software supply chain.</description><language>en-us</language><lastBuildDate>Mon, 26 Oct 2026 07:00:00 +0000</lastBuildDate><atom:link href="https://codenotary-com-website.pages.dev/blog/index.htmlrss.xml" rel="self" type="application/rss+xml"/><item><title>The EU Cyber Resilience Act Makes Automated Linux Patching and Security Essential</title><link>https://codenotary-com-website.pages.dev/blog/the-eu-cyber-resilience-act-makes-automated-linux-patching-and-security-essential</link><guid>https://codenotary-com-website.pages.dev/blog/the-eu-cyber-resilience-act-makes-automated-linux-patching-and-security-essential</guid><pubDate>Mon, 26 Oct 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>datasec</category><category>linux</category><description>The EU Cyber Resilience Act mandates continuous security for digital products, making automated Linux patching essential for compliance and protection against vulnerabilities.</description></item><item><title>Linux Misconfigurations: How Autonomous Security Fixes What Administrators Miss</title><link>https://codenotary-com-website.pages.dev/blog/linux-misconfigurations-how-autonomous-security-fixes-what-administrators-miss</link><guid>https://codenotary-com-website.pages.dev/blog/linux-misconfigurations-how-autonomous-security-fixes-what-administrators-miss</guid><pubDate>Mon, 26 Oct 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>sectools</category><category>devsecops</category><category>linux</category><description>Discover how Codenotary's Autonomous Security addresses common Linux misconfigurations, enhancing system integrity through continuous assessment and AI-driven remediation.</description></item><item><title>AI Workflow Automation in 2026: Give Each System a Job</title><link>https://codenotary-com-website.pages.dev/blog/ai-workloads-for-linux-server-fleets</link><guid>https://codenotary-com-website.pages.dev/blog/ai-workloads-for-linux-server-fleets</guid><pubDate>Tue, 20 Oct 2026 08:20:20 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>automation</category><description>Explore how AI workflow automation is evolving in 2026, detailing key platforms and their roles in managing tasks across various systems efficiently.</description></item><item><title>AI Agents Are Accessing Production Systems Without Permission. Who Is Watching Them?</title><link>https://codenotary-com-website.pages.dev/blog/ai-agents-are-accessing-production-systems-without-permission.-who-is-watching-them</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agents-are-accessing-production-systems-without-permission.-who-is-watching-them</guid><pubDate>Mon, 19 Oct 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>datasec</category><category>sectools</category><description>AI agents are accessing production systems without permission, raising serious security concerns. Organizations must enhance monitoring and permissions to prevent unauthorized actions.</description></item><item><title>AgentMon Start 1.3.0 See what happened then see why</title><link>https://codenotary-com-website.pages.dev/blog/agentmon-start-1-3-0-release-notes</link><guid>https://codenotary-com-website.pages.dev/blog/agentmon-start-1-3-0-release-notes</guid><pubDate>Wed, 14 Oct 2026 12:40:04 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><description>Explore AgentMon Start 1.3.0: clearer session views, prompt cache loss and background spend tracking, MCP server health, and more accurate model costs.</description></item><item><title>Codenotary Joins NVIDIA Inception to Accelerate Innovation in Agentic AI Security</title><link>https://codenotary-com-website.pages.dev/blog/codenotary-joins-nvidia-inception-to-accelerate-innovation-in-agentic-ai-security</link><guid>https://codenotary-com-website.pages.dev/blog/codenotary-joins-nvidia-inception-to-accelerate-innovation-in-agentic-ai-security</guid><pubDate>Wed, 14 Oct 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>agentmon</category><category>updates</category><description>Codenotary joins NVIDIA Inception to enhance security for autonomous AI agents, advancing monitoring and controlled actions with AgentMon and AgentX products.</description></item><item><title>AgentMon Central Dashboard</title><link>https://codenotary-com-website.pages.dev/blog/agentmon-central-dashboard</link><guid>https://codenotary-com-website.pages.dev/blog/agentmon-central-dashboard</guid><pubDate>Tue, 13 Oct 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>sectools</category><category>agentmon</category><category>developer-tools</category><description>Streamline your team's coding agent management with AgentMon's central dashboard. Track spending, usage, and security findings in one convenient place.</description></item><item><title>Reducing agent costs with AgentMon</title><link>https://codenotary-com-website.pages.dev/blog/reducing-agent-costs-with-agentmon</link><guid>https://codenotary-com-website.pages.dev/blog/reducing-agent-costs-with-agentmon</guid><pubDate>Wed, 07 Oct 2026 12:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><description>See how AgentMon tracks AI agent costs, identifies spending on retries and idle sessions, and helps teams measure savings from specific fixes.</description></item><item><title>Monitoring agent tools and sessions with AgentMon</title><link>https://codenotary-com-website.pages.dev/blog/monitoring-agent-tools-and-sessions-with-agentmon</link><guid>https://codenotary-com-website.pages.dev/blog/monitoring-agent-tools-and-sessions-with-agentmon</guid><pubDate>Tue, 06 Oct 2026 12:00:03 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><description>See how AgentMon monitors AI agent tools and sessions, identifies failed calls, and helps engineering teams reduce retries and repeated work.</description></item><item><title>AgentMon Start: AI Agent Monitoring for Developers and Teams</title><link>https://codenotary-com-website.pages.dev/blog/agentmon-start-ai-agent-monitoring-for-developers-and-teams</link><guid>https://codenotary-com-website.pages.dev/blog/agentmon-start-ai-agent-monitoring-for-developers-and-teams</guid><pubDate>Mon, 05 Oct 2026 09:18:05 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><description>Monitor AI agent costs, tool calls and security risks with AgentMon Start, a desktop app for developers and teams. Try three devices free for six months.</description></item><item><title>Keep your Linux Instances Secure for Free</title><link>https://codenotary-com-website.pages.dev/blog/keep-your-linux-instances-secure-for-free</link><guid>https://codenotary-com-website.pages.dev/blog/keep-your-linux-instances-secure-for-free</guid><pubDate>Wed, 23 Sep 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>sectools</category><category>linux</category><description>Discover Codenotary's free Linux security tools, empowering small businesses and home users to safeguard their systems without requiring extensive resources.</description></item><item><title>Agentic Networks Need an Autonomous Control Layer: Why AgentX Is Becoming Urgent</title><link>https://codenotary-com-website.pages.dev/blog/agentic-networks-need-an-autonomous-control-layer-why-agentx-is-becoming-urgent</link><guid>https://codenotary-com-website.pages.dev/blog/agentic-networks-need-an-autonomous-control-layer-why-agentx-is-becoming-urgent</guid><pubDate>Sun, 30 Aug 2026 06:59:59 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>agentic-ai</category><category>devsecops</category><description>Discover why an autonomous control layer, like AgentX, is essential for managing agentic networks and ensuring security in rapidly evolving enterprise environments.</description></item><item><title>Who Is Watching Your AI Agents? How AgentMon Stops Rogue Agents Before They Cause Damage</title><link>https://codenotary-com-website.pages.dev/blog/who-is-watching-your-ai-agents-how-agentmon-stops-rogue-agents-before-they-cause-damage</link><guid>https://codenotary-com-website.pages.dev/blog/who-is-watching-your-ai-agents-how-agentmon-stops-rogue-agents-before-they-cause-damage</guid><pubDate>Tue, 18 Aug 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>ai-security</category><category>agentic-ai</category><description>Explore a comparison of Claude Sonnet and DeepSeek V4 Flash in automating S3 storage management, weighing speed against cost and coding styles.</description></item><item><title>Claude Sonnet vs. DeepSeek V4 Flash: An S3 Storage Showdown</title><link>https://codenotary-com-website.pages.dev/blog/claude-sonnet-vs.-deepseek-v4-flash-an-s3-storage-showdown</link><guid>https://codenotary-com-website.pages.dev/blog/claude-sonnet-vs.-deepseek-v4-flash-an-s3-storage-showdown</guid><pubDate>Thu, 06 Aug 2026 06:59:59 +0000</pubDate><dc:creator>Simone</dc:creator><category>ai</category><category>ai-security</category><category>agentic-ai</category><description>Explore a comparison of Claude Sonnet and DeepSeek V4 Flash in automating S3 storage management, weighing speed against cost and coding styles.</description></item><item><title>Runtime Enforcement Is the Missing Layer in Agentic Security</title><link>https://codenotary-com-website.pages.dev/blog/runtime-enforcement-is-the-missing-layer-in-agentic-security</link><guid>https://codenotary-com-website.pages.dev/blog/runtime-enforcement-is-the-missing-layer-in-agentic-security</guid><pubDate>Wed, 01 Jul 2026 08:15:48 +0000</pubDate><dc:creator>Moshe</dc:creator><category>ai-security</category><category>agentic-ai</category><category>runtime-enforcement</category><description>Explore how runtime enforcement enhances agentic security by evaluating every decision contextually and ensuring real-time policy compliance in autonomous systems.</description></item><item><title>AI Agents Need Runtime Security, Not Just Detection</title><link>https://codenotary-com-website.pages.dev/blog/ai-agents-need-runtime-security-not-just-detection</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agents-need-runtime-security-not-just-detection</guid><pubDate>Mon, 29 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Moshe</dc:creator><category>ai</category><category>ai-security</category><category>runtime-security</category><description>As AI agents become more autonomous, traditional detection methods fall short. Explore the need for runtime security that adapts and mitigates risks in real time.</description></item><item><title>What Cursor Under SpaceX Could Mean for Developers in the Long Term</title><link>https://codenotary-com-website.pages.dev/blog/what-cursor-under-spacex-could-mean-for-developers-in-the-long-term</link><guid>https://codenotary-com-website.pages.dev/blog/what-cursor-under-spacex-could-mean-for-developers-in-the-long-term</guid><pubDate>Mon, 15 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>developer-tools</category><description>SpaceX's acquisition of Cursor could reshape software development, enhancing AI capabilities and shifting developers' roles from coding to overseeing autonomous systems.</description></item><item><title>The Real Risk with AI Agents Is Not What They Do. It’s What They Quietly Stop Doing.</title><link>https://codenotary-com-website.pages.dev/blog/the-real-risk-with-ai-agents-is-not-what-they-do.-its-what-they-quietly-stop-doing</link><guid>https://codenotary-com-website.pages.dev/blog/the-real-risk-with-ai-agents-is-not-what-they-do.-its-what-they-quietly-stop-doing</guid><pubDate>Fri, 12 Jun 2026 17:39:47 +0000</pubDate><dc:creator>Moshe</dc:creator><category>ai</category><category>observability</category><category>ai-security</category><description>The rise of AI agents brings risks not from their actions but from unnoticed omissions. Discover the importance of observability in AI deployments for enterprise security.</description></item><item><title>SBOMs in the Age of AI</title><link>https://codenotary-com-website.pages.dev/blog/sboms-in-the-age-of-ai</link><guid>https://codenotary-com-website.pages.dev/blog/sboms-in-the-age-of-ai</guid><pubDate>Tue, 09 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Moshe</dc:creator><category>ai</category><category>observability</category><category>provenance</category><description>Explore how SBOMs must evolve to address the challenges of AI-native software, focusing on data provenance, model lineage, and operational visibility for better governance.</description></item><item><title>Why the U.S. Government Was Right to Suspend Anthropic's Mythos 5 and Fable 5</title><link>https://codenotary-com-website.pages.dev/blog/why-the-us-government-was-right-to-suspend-anthropics-mythos-5-and-fable-5</link><guid>https://codenotary-com-website.pages.dev/blog/why-the-us-government-was-right-to-suspend-anthropics-mythos-5-and-fable-5</guid><pubDate>Fri, 05 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>ai-security</category><description>The U.S. government's suspension of Anthropic's Mythos 5 and Fable 5 raises vital concerns about cybersecurity, national security, and the need for better AI governance.</description></item><item><title>Securing AI Usage Where it’s Most Dangerous</title><link>https://codenotary-com-website.pages.dev/blog/securing-ai-usage-where-its-most-dangerous</link><guid>https://codenotary-com-website.pages.dev/blog/securing-ai-usage-where-its-most-dangerous</guid><pubDate>Thu, 04 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>datasec</category><category>agentmon</category><description>Explore the operational risks of AI systems and how AgentMon enhances security through real-time monitoring and policy enforcement for safer AI interactions.</description></item><item><title>AI Agent Cost Monitoring: Track Spend Before It Spirals</title><link>https://codenotary-com-website.pages.dev/blog/ai-agent-cost-monitoring</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agent-cost-monitoring</guid><pubDate>Tue, 02 Jun 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><category>metrics</category><description>AI agent cost monitoring with AgentMon: burn rate, oversized prompts, model routing, chargeback. Track LLM spend before it spirals into a finance incident.</description></item><item><title>AI Agent Performance Monitoring with OpenTelemetry</title><link>https://codenotary-com-website.pages.dev/blog/ai-agent-performance-monitoring</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agent-performance-monitoring</guid><pubDate>Thu, 28 May 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><category>metrics</category><description>Traditional APM misses what's unique to AI agents — reasoning chains, backtracks, tool errors. AI agent performance monitoring with AgentMon, done right.</description></item><item><title>AI Agent Security: Stop Prompt Injection and Secret Leaks</title><link>https://codenotary-com-website.pages.dev/blog/ai-agent-security-guardrails</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agent-security-guardrails</guid><pubDate>Tue, 26 May 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>datasec</category><category>agentmon</category><category>observability</category><category>ai-security</category><description>Prompt injection, secret leaks, dangerous commands, MCP sprawl — five AI agent security risks and how AgentMon catches each one before production.</description></item><item><title>AI Agent Risk Monitoring: Runtime Visibility &amp; Policy Enforcement</title><link>https://codenotary-com-website.pages.dev/blog/ai-agent-risk-monitoring</link><guid>https://codenotary-com-website.pages.dev/blog/ai-agent-risk-monitoring</guid><pubDate>Thu, 21 May 2026 07:00:00 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>agentmon</category><category>observability</category><category>compliance</category><category>ciso</category><description>AI agent risk monitoring with AgentMon: score every agent's posture, surface shadow AI, and audit risky actions across your fleet from one Command Center.</description></item><item><title>The Death of Patch Cycles: Inside the FS-ISAC Mythos-Era Warning</title><link>https://codenotary-com-website.pages.dev/blog/the-death-of-patch-cycles-inside-the-fs-isac-mythos-era-warning</link><guid>https://codenotary-com-website.pages.dev/blog/the-death-of-patch-cycles-inside-the-fs-isac-mythos-era-warning</guid><pubDate>Thu, 30 Apr 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>vulnerability-management</category><description>Discover how the FS-ISAC advisory highlights the architectural mismatch between legacy vulnerability management and modern cyber threats, emphasizing real-time asset management.</description></item><item><title>From Game Agent to AI-Powered Security Remediation: Training a Deep Q-Network That Actually Works</title><link>https://codenotary-com-website.pages.dev/blog/from-random-flailing-to-level-14-training-a-neural-network-to-master-a-brutally-hard-space-invaders-clone</link><guid>https://codenotary-com-website.pages.dev/blog/from-random-flailing-to-level-14-training-a-neural-network-to-master-a-brutally-hard-space-invaders-clone</guid><pubDate>Wed, 29 Apr 2026 06:59:59 +0000</pubDate><dc:creator>Dennis</dc:creator><category>ai</category><category>ai-security</category><category>devsecops</category><category>vulnerability-management</category><category>anomaly-detection</category><category>deep-reinforcement-learning</category><description>We trained a Deep Q-Network to clear Level 14 of space invaders — a game 50x harder than the original. Here's how the same AI pipeline drives vulnerability detection, security remediation, and CVE threat modeling in production.</description></item><item><title>AI Exploit Generation: How Reinforcement Learning Is Changing Cybersecurity</title><link>https://codenotary-com-website.pages.dev/blog/ai-exploit-generation-how-reinforcement-learning-is-changing-cybersecurity</link><guid>https://codenotary-com-website.pages.dev/blog/ai-exploit-generation-how-reinforcement-learning-is-changing-cybersecurity</guid><pubDate>Tue, 28 Apr 2026 08:36:48 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>ai</category><category>attacks</category><description>AI is revolutionizing cybersecurity by automating exploit generation and vulnerability management, shifting the balance between attackers and defenders.</description></item><item><title>Linux Security Requires a Holistic View</title><link>https://codenotary-com-website.pages.dev/blog/linux-security-requires-a-holistic-view</link><guid>https://codenotary-com-website.pages.dev/blog/linux-security-requires-a-holistic-view</guid><pubDate>Tue, 21 Apr 2026 07:00:00 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>linux</category><description>Explore how fragmentation in Linux security tools hinders effective protection and discover a unified approach for proactive security operations.</description></item><item><title>Traefik, k3s and the proxy protocol</title><link>https://codenotary-com-website.pages.dev/blog/traefik-k3s-and-the-proxy-protocol</link><guid>https://codenotary-com-website.pages.dev/blog/traefik-k3s-and-the-proxy-protocol</guid><pubDate>Thu, 09 Apr 2026 06:59:59 +0000</pubDate><dc:creator>Codenotary Team</dc:creator><category>devsecops</category><description>Learn how to configure Traefik with k3s to maintain the original client IP using the proxy protocol, enhancing security and traffic management in your Kubernetes cluster.</description></item></channel></rss>