ClawdContext
Security Research & Guides

Agentic AI Security Blog

In-depth guides, incident analyses, and hardening tutorials. Stay ahead of emerging threats.

Featured Articles

analysis★ Featured

Your AI Agent Has 200K Tokens of RAM — And You're Wasting 80% of It

Every OS designer since the 1970s knows: you don't load the entire filesystem into RAM at boot. Yet that's exactly what most AI agent setups do with their context window. Here's the isomorphism that changes everything.

Feb 25, 202611 min read
analysis★ Featured

Why Your AI Agent Instructions Are Attacking Your Own Code

The AGENTS.md paper proved that instruction files reduce task success rates. That's not a bug — it's autoimmune disease. Here's the biological model that explains agent instruction drift.

Feb 25, 20269 min read
analysis★ Featured

Kessler Syndrome in the AI Agent Ecosystem: When Skills Become Space Debris

In space, Kessler Syndrome is a cascading chain reaction: one collision creates debris that causes more collisions — until the orbit is unusable. The AI agent skill ecosystem is building toward the same catastrophe.

Feb 25, 202612 min read
tutorial★ Featured

ClawdContext VS Code Extension Tutorial: Stop Prompting, Start Orchestrating

You added 47 rules to CLAUDE.md. Your agent is slower now. Not faster. This tutorial shows you how to diagnose and fix context bloat, contradictions, and security risks in your agent config — in 5 minutes flat.

Feb 25, 202612 min read
guide★ Featured

The 5 Most Common MCP/Agent Deployment Mistakes (And Exact Copy-Paste Fixes)

We analyzed real scan data from 1,000+ exposed MCP instances. The same 5 deployment mistakes appear in over 90% of them. Here are the exact fixes you can apply in under 30 minutes.

Feb 22, 202611 min read
analysis★ Featured

8,000+ MCP Servers Scanned, 1,000+ Exposed: What the Data Tells Us About Agentic AI Security in 2026

Researchers scanned 8,000+ MCP servers. Over 1,000 had exposed admin panels. This is not a drill. Here is what the data says, what the experts warn, and how to fix it.

Feb 21, 202614 min read
guide★ Featured

MCP Security Guide 2026: How to Harden Your Model Context Protocol Deployment

The Model Context Protocol (MCP) unlocks powerful capabilities for AI agents. It also creates a massive new attack surface. This guide covers everything you need to deploy MCP securely in production.

Feb 1, 202614 min read
analysis★ Featured

Prompt Injection Attacks in Agentic AI: Why They're Worse Than You Think

Prompt injection attacks have been discussed theoretically for years. The Clawdbot incident proved they're weaponized and effective. Here's why agentic AI systems face a unique and dangerous variant — and how to defend against it.

Jan 30, 202610 min read
incident★ Featured

The Clawdbot Security Incident: Complete Breakdown of How 1,000+ AI Agents Were Exposed

In January 2026, the Clawdbot ecosystem became a cautionary tale for every developer shipping agentic AI tools. Within 72 hours of widespread adoption, over 1,000 admin panels were publicly exposed — and attackers were already scanning.

Jan 28, 202612 min read

All Articles

analysis#eureka#context window

Your AI Agent Has 200K Tokens of RAM — And You're Wasting 80% of It

Every OS designer since the 1970s knows: you don't load the entire filesystem into RAM at boot. Yet that's exactly what most AI agent setups do with their context window. Here's the isomorphism that changes everything.

Feb 2511 min
analysis#eureka#autoimmune

Why Your AI Agent Instructions Are Attacking Your Own Code

The AGENTS.md paper proved that instruction files reduce task success rates. That's not a bug — it's autoimmune disease. Here's the biological model that explains agent instruction drift.

Feb 259 min
analysis#eureka#three-body problem

The Three-Body Problem of AI Agent Instructions

In physics, the three-body problem has no general solution. In agent architecture, three instruction sources create the same kind of chaotic orbit. Here's the physics and the fix.

Feb 2510 min
analysis#eureka#mdcc

We Need gcc for Markdown: The Case for an Agent Config Compiler

Imagine shipping production code with no compiler, no linter, no tests. That's exactly what every team does with their AI agent configuration. It's time for mdcc.

Feb 2510 min
analysis#eureka#Kessler syndrome

Kessler Syndrome in the AI Agent Ecosystem: When Skills Become Space Debris

In space, Kessler Syndrome is a cascading chain reaction: one collision creates debris that causes more collisions — until the orbit is unusable. The AI agent skill ecosystem is building toward the same catastrophe.

Feb 2512 min
tutorial#VS Code#ClawdContext

ClawdContext VS Code Extension Tutorial: Stop Prompting, Start Orchestrating

You added 47 rules to CLAUDE.md. Your agent is slower now. Not faster. This tutorial shows you how to diagnose and fix context bloat, contradictions, and security risks in your agent config — in 5 minutes flat.

Feb 2512 min
guide#MCP#deployment

The 5 Most Common MCP/Agent Deployment Mistakes (And Exact Copy-Paste Fixes)

We analyzed real scan data from 1,000+ exposed MCP instances. The same 5 deployment mistakes appear in over 90% of them. Here are the exact fixes you can apply in under 30 minutes.

Feb 2211 min
analysis#MCP#security

8,000+ MCP Servers Scanned, 1,000+ Exposed: What the Data Tells Us About Agentic AI Security in 2026

Researchers scanned 8,000+ MCP servers. Over 1,000 had exposed admin panels. This is not a drill. Here is what the data says, what the experts warn, and how to fix it.

Feb 2114 min
guide#top 10#tools

Top 10 Agentic AI Security Tools You Should Know in 2026

Securing agentic AI goes beyond checklists. These 10 tools — from open-source scanners to enterprise-grade firewalls — are what security teams actually use in 2026.

Feb 209 min
news#Anthropic#MCP

Anthropic MCP Security Updates — February 2026: What Changed and What It Means

Anthropic continues to iterate on MCP security. Here is what changed in February 2026, what the community is saying, and the exact updates you should apply.

Feb 196 min
guide#monetization#adsense

How to Monetize a Tech Security Blog: 7 Revenue Streams for 2026

The top tech security blogs aren't making money from ads alone. Here are the 7 revenue streams that power the most profitable security publications.

Feb 77 min
tutorial#hardening#checklist

The 10-Point Security Checklist for Hardening Clawdbot / MCP (Step-by-Step)

Most security guides tell you what to do. This one tells you exactly how, with commands you can copy-paste. Ten steps, under two hours, and your attack surface drops by over 90%.

Feb 58 min
guide#architecture#security patterns

5 Secure Architecture Patterns for Agentic AI Deployments in Production

After analyzing dozens of agentic AI deployments — both successful and compromised — we've identified five architecture patterns that consistently produce secure, robust systems.

Feb 311 min
guide#MCP#Model Context Protocol

MCP Security Guide 2026: How to Harden Your Model Context Protocol Deployment

The Model Context Protocol (MCP) unlocks powerful capabilities for AI agents. It also creates a massive new attack surface. This guide covers everything you need to deploy MCP securely in production.

Feb 114 min
analysis#prompt injection#agentic AI

Prompt Injection Attacks in Agentic AI: Why They're Worse Than You Think

Prompt injection attacks have been discussed theoretically for years. The Clawdbot incident proved they're weaponized and effective. Here's why agentic AI systems face a unique and dangerous variant — and how to defend against it.

Jan 3010 min
incident#clawdbot#security

The Clawdbot Security Incident: Complete Breakdown of How 1,000+ AI Agents Were Exposed

In January 2026, the Clawdbot ecosystem became a cautionary tale for every developer shipping agentic AI tools. Within 72 hours of widespread adoption, over 1,000 admin panels were publicly exposed — and attackers were already scanning.

Jan 2812 min