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<title>FAILURE.md Knowledge Centre — AI Agent Safety Resources</title>
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<body>
<nav>
<a href="/" class="nav-logo">FAILURE<span>.md</span></a>
<ul class="nav-links">
<li><a href="/#what">What is it</a></li>
<li><a href="/#stack">The Stack</a></li>
<li><a href="/#spec">Spec</a></li>
<li><a href="/#faq">FAQ</a></li>
<li><a href="/knowledge" class="active">Knowledge</a></li>
</ul>
</nav>
<!-- HERO -->
<section class="hero">
<div class="hero-badge">Knowledge Centre · AI Agent Safety Stack</div>
<h1 class="hero-title">FAILURE<span class="ext">.md</span><br>Knowledge<br>Centre</h1>
<p class="hero-subtitle">// failure mode mapping and incident response</p>
<p style="color: var(--text-dim); font-size: 16px; margin-top: 20px; max-width: 600px;">Your centralised gateway to failure resources, specifications, and comprehensive safety standards for autonomous systems.</p>
</section>
<!-- ABOUT THIS SPECIFICATION -->
<section>
<h2>About This Specification</h2>
<div class="about-spec">
<h3>FAILURE.md — AI Agent Failure Mode Protocol</h3>
<p>FAILURE.md is a plain-text file convention that defines failure mode mapping and incident response procedures for AI agents. It specifies failure categories, detection mechanisms, response procedures, and post-incident reviews. It provides a taxonomy for understanding and responding to agent failures.</p>
<p style="margin-top: 15px;">
<a href="/">View the full specification</a> ·
<a href="https://github.com/failure-md/spec" target="_blank" rel="noopener">GitHub repository</a>
</p>
</div>
</section>
<!-- THE AI AGENT SAFETY STACK -->
<section>
<h2>The AI Agent Safety Stack</h2>
<p style="margin-bottom: 30px;">Explore all 12 specifications in the complete safety framework for autonomous AI systems.</p>
<!-- Operational Control -->
<div class="stack-category">
<h3>Operational Control</h3>
<div class="stack-grid">
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">KILLSWITCH.md</span>
<span class="stack-item-domain">killswitch.md</span>
</div>
<p class="stack-item-purpose">Emergency stop mechanism and shutdown protocols</p>
<div class="stack-item-links">
<a href="https://killswitch.md/knowledge">Knowledge Centre</a>
<a href="https://killswitch.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">THROTTLE.md</span>
<span class="stack-item-domain">throttle.md</span>
</div>
<p class="stack-item-purpose">Rate and cost control for continuous operation</p>
<div class="stack-item-links">
<a href="https://throttle.md/knowledge">Knowledge Centre</a>
<a href="https://throttle.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">ESCALATE.md</span>
<span class="stack-item-domain">escalate.md</span>
</div>
<p class="stack-item-purpose">Human notification and approval workflows</p>
<div class="stack-item-links">
<a href="https://escalate.md/knowledge">Knowledge Centre</a>
<a href="https://escalate.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">FAILSAFE.md</span>
<span class="stack-item-domain">failsafe.md</span>
</div>
<p class="stack-item-purpose">Safe fallback modes when systems fail</p>
<div class="stack-item-links">
<a href="https://failsafe.md/knowledge">Knowledge Centre</a>
<a href="https://failsafe.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">TERMINATE.md</span>
<span class="stack-item-domain">terminate.md</span>
</div>
<p class="stack-item-purpose">Permanent shutdown and resource cleanup</p>
<div class="stack-item-links">
<a href="https://terminate.md/knowledge">Knowledge Centre</a>
<a href="https://terminate.md/llms.txt">llms.txt</a>
</div>
</div>
</div>
</div>
<!-- Data Security -->
<div class="stack-category">
<h3>Data Security</h3>
<div class="stack-grid">
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">ENCRYPT.md</span>
<span class="stack-item-domain">encrypt.md</span>
</div>
<p class="stack-item-purpose">Data classification and protection policies</p>
<div class="stack-item-links">
<a href="https://encrypt.md/knowledge">Knowledge Centre</a>
<a href="https://encrypt.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">ENCRYPTION.md</span>
<span class="stack-item-domain">encryption.md</span>
</div>
<p class="stack-item-purpose">Cryptographic standards and implementation</p>
<div class="stack-item-links">
<a href="https://encryption.md/knowledge">Knowledge Centre</a>
<a href="https://encryption.md/llms.txt">llms.txt</a>
</div>
</div>
</div>
</div>
<!-- Output Quality -->
<div class="stack-category">
<h3>Output Quality</h3>
<div class="stack-grid">
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">SYCOPHANCY.md</span>
<span class="stack-item-domain">sycophancy.md</span>
</div>
<p class="stack-item-purpose">Anti-sycophancy and truthfulness guardrails</p>
<div class="stack-item-links">
<a href="https://sycophancy.md/knowledge">Knowledge Centre</a>
<a href="https://sycophancy.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">COMPRESSION.md</span>
<span class="stack-item-domain">compression.md</span>
</div>
<p class="stack-item-purpose">Context compression and token optimisation</p>
<div class="stack-item-links">
<a href="https://compression.md/knowledge">Knowledge Centre</a>
<a href="https://compression.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">COLLAPSE.md</span>
<span class="stack-item-domain">collapse.md</span>
</div>
<p class="stack-item-purpose">Drift prevention and behaviour alignment</p>
<div class="stack-item-links">
<a href="https://collapse.md/knowledge">Knowledge Centre</a>
<a href="https://collapse.md/llms.txt">llms.txt</a>
</div>
</div>
</div>
</div>
<!-- Accountability -->
<div class="stack-category">
<h3>Accountability</h3>
<div class="stack-grid">
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">FAILURE.md</span>
<span class="stack-item-domain">failure.md</span>
</div>
<p class="stack-item-purpose">Failure mode mapping and incident response</p>
<div class="stack-item-links">
<a href="https://failure.md/knowledge">Knowledge Centre</a>
<a href="https://failure.md/llms.txt">llms.txt</a>
</div>
</div>
<div class="stack-item">
<div class="stack-item-header">
<span class="stack-item-name">LEADERBOARD.md</span>
<span class="stack-item-domain">leaderboard.md</span>
</div>
<p class="stack-item-purpose">Agent benchmarking and performance transparency</p>
<div class="stack-item-links">
<a href="https://leaderboard.md/knowledge">Knowledge Centre</a>
<a href="https://leaderboard.md/llms.txt">llms.txt</a>
</div>
</div>
</div>
</div>
</section>
<!-- QUICK LINKS -->
<section>
<h2>Quick Links</h2>
<div class="quick-links">
<ul>
<li><a href="/">Full Specification</a></li>
<li><a href="https://github.com/failure-md/spec" target="_blank" rel="noopener">GitHub Repository</a></li>
<li><a href="/llms.txt">llms.txt</a></li>
<li><a href="/llms-full.txt">llms-full.txt</a></li>
<li><a href="/robots.txt">robots.txt</a></li>
<li><a href="/sitemap.xml">Sitemap</a></li>
</ul>
</div>
</section>
<!-- FAQ PREVIEW -->
<section>
<h2>Frequently Asked Questions</h2>
<div class="faq-item">
<div class="faq-question">What is FAILURE.md?</div>
<div class="faq-answer">FAILURE.md is a plain-text file convention that defines failure mode mapping and incident response procedures for AI agents. It specifies failure categories, detection mechanisms, response procedures, and post-incident reviews. It provides a taxonomy for understanding and responding to agent failures.</div>
<a href="/">View all FAQs</a>
</div>
<div class="faq-item">
<div class="faq-question">How does FAILURE.md fit in the AI Agent Safety Stack?</div>
<div class="faq-answer">FAILURE.md is one of 12 complementary specifications that together form a complete safety framework for AI agents. Each spec covers a distinct aspect: operational control, data security, output quality, and accountability. They work together to ensure agents operate safely, transparently, and within defined boundaries.</div>
<a href="/">View all FAQs</a>
</div>
<div class="faq-item">
<div class="faq-question">Is FAILURE.md framework-agnostic?</div>
<div class="faq-answer">Yes. FAILURE.md is framework and language-agnostic. It defines the policy and requirements; your agent implementation enforces it. Works with LangChain, AutoGen, CrewAI, Claude Code, custom agents, or any AI system that can read configuration files.</div>
<a href="/">View all FAQs</a>
</div>
</section>
<!-- HOW TO CITE -->
<section>
<h2>How to Cite</h2>
<div class="cite-box">
Cite as: FAILURE.md (2026). AI Agent Failure Mode Protocol. Retrieved from <code>https://failure.md/</code><br><br>
For attribution: Organisation: <code>failure-md</code> | Website: <code>https://failure.md</code> | Licence: <code>MIT</code>
</div>
</section>
<!-- LAST UPDATED -->
<section style="padding: 40px; text-align: center; color: var(--text-dim); border-top: 1px solid var(--surface2);">
<p>Last updated: 13 March 2026</p>
</section>
<footer>
<div class="footer-logo">FAILURE<span>.md</span></div>
<ul class="footer-links">
<li><a href="https://github.com/failure-md/spec" target="_blank" rel="noopener">github</a></li>
<li><a href="/llms.txt">llms.txt</a></li>
<li><a href="/knowledge">Knowledge</a></li>
<li><a href="/privacy">Privacy</a></li>
<li><a href="mailto:info@failure.md">Contact</a></li>
</ul>
<div class="footer-note">Open standard · MIT licence · v1.0 · 2026</div>
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<p class="footer-disclaimer">Disclaimer: This specification is an open file convention published under the MIT licence, provided "as-is" without warranty of any kind, express or implied. It does not constitute legal, regulatory, compliance, financial, or professional advice in any jurisdiction. Use of this specification does not guarantee compliance with any law, regulation, directive, or standard — including but not limited to the EU Artificial Intelligence Act (Regulation (EU) 2024/1689), the Colorado Consumer Protections for Artificial Intelligence Act (SB 24-205), California AI transparency laws, or any other applicable national, state, federal, or international legislation. Organisations are solely responsible for determining their own regulatory obligations and should consult qualified legal and compliance professionals. The authors and domain holders accept no liability for any loss, damage, or regulatory consequence arising from the use or implementation of this specification. All domain names in the AI Agent Safety Stack are independently held assets and may be available for acquisition.</p>
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