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<title>AgentShield vs Galileo: Enforcement vs AI Observability</title>
<meta name="description" content="Galileo observes AI systems. AgentShield blocks runaway spending. Observability vs enforcement, why you need both for autonomous AI agents in production.">
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<a href="https://agentshield.fly.dev">🛡️ AgentShield</a>
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<h1>AgentShield vs Galileo: Enforcement vs AI Observability</h1>
<p style="font-size:1.1em;color:var(--muted);margin-bottom:32px">Galileo observes AI systems. AgentShield blocks runaway spending. Observability vs enforcement, why you need both for autonomous AI agents in production.</p>

<h2>What Galileo Does</h2>
<p>Galileo is an AI observability platform focused on LLM and GenAI monitoring. It provides hallucination detection, quality metrics, prompt analytics, and cost tracking across AI workflows.</p>

<h2>What AgentShield Does</h2>
<p>AgentShield is a preventive layer. We don't observe quality, we enforce financial rules. Every transaction is evaluated against your budget policy in under 1ms and blocked if it violates any rule.</p>

<h2>Feature Comparison</h2>
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<thead><tr><th>Capability</th><th>AgentShield</th><th>Galileo</th></tr></thead>
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<tr><td>Blocks transactions before execution</td><td><span class="feature-check">✅ <1ms eval</span></td><td><span class="feature-x">❌ Observes, doesn't block</span></td></tr>
<tr><td>Transaction limit rules</td><td><span class="feature-check">✅ Per-call caps</span></td><td><span class="feature-x">❌ Cost monitoring only</span></td></tr>
<tr><td>Daily spend caps</td><td><span class="feature-check">✅ Per-agent enforcement</span></td><td><span class="feature-x">❌ Budget tracking</span></td></tr>
<tr><td>Hallucination detection</td><td><span class="feature-check">❌ Financial enforcement</span></td><td><span class="feature-x">✅ Core feature</span></td></tr>
<tr><td>Quality / accuracy metrics</td><td><span class="feature-check">❌ Not a quality tool</span></td><td><span class="feature-x">✅ Full metrics suite</span></td></tr>
<tr><td>Prompt analytics</td><td><span class="feature-check">❌ Not an analytics tool</span></td><td><span class="feature-x">✅ Detailed analytics</span></td></tr>
<tr><td>Real-time alerts</td><td><span class="feature-check">✅ SSE instant block alerts</span></td><td><span class="feature-x">✅ Quality alerts</span></td></tr>
<tr><td>Zero dependencies</td><td><span class="feature-check">✅ Python stdlib only</span></td><td><span class="feature-x">❌ Requires integration</span></td></tr>

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<h2>When to Use Galileo</h2>
<ul style="color:#ccc;margin-bottom:20px;padding-left:20px">
<li>You need to detect hallucinations and quality issues</li><li>You want prompt-level analytics and optimization</li><li>GenAI output quality monitoring is your focus</li>
</ul>

<h2>When to Use AgentShield</h2>
<ul style="color:#ccc;margin-bottom:20px;padding-left:20px">
<li>You need hard budget enforcement on agent API calls</li><li>Financial safety is more urgent than quality metrics</li><li>You want per-agent, rule-based spend control</li>
</ul>

<h2>Use Both Together</h2>
<p>Galileo monitors AI quality. AgentShield protects your AI budget. Quality matters, but not at $2,800 per mistake.</p>
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<h2 style="margin-top:0">The $2,800 Test</h2>
<p>If an AI agent makes 21 API calls at $133 each in 60 seconds at 3 AM:</p>
<p><strong style="color:var(--danger)">Galileo</strong> logs it. You see the damage in the morning dashboard.</p>
<p><strong style="color:var(--accent)">AgentShield</strong> blocks it in under 1ms. The agent never spends the money.</p>
<p style="margin-top:12px"><strong>Prevention costs $19/month. A single runaway agent costs $2,800 in 60 seconds.</strong></p>
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