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    <title>DEV Community: Alexander Yudin</title>
    <description>The latest articles on DEV Community by Alexander Yudin (@braincreator).</description>
    <link>https://dev.to/braincreator</link>
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      <title>DEV Community: Alexander Yudin</title>
      <link>https://dev.to/braincreator</link>
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    <item>
      <title>Your AI Agent Just Ran `rm -rf /` in Production — Here's How to Prevent It</title>
      <dc:creator>Alexander Yudin</dc:creator>
      <pubDate>Fri, 15 May 2026 20:40:50 +0000</pubDate>
      <link>https://dev.to/braincreator/your-ai-agent-just-ran-rm-rf-in-production-heres-how-to-prevent-it-hb2</link>
      <guid>https://dev.to/braincreator/your-ai-agent-just-ran-rm-rf-in-production-heres-how-to-prevent-it-hb2</guid>
      <description>&lt;p&gt;AI coding agents are incredible. Claude Code, Cursor, Copilot, Windsurf — they write code, debug, deploy. But they also get shell access to your servers.&lt;/p&gt;

&lt;p&gt;And sometimes, they make mistakes.&lt;/p&gt;

&lt;p&gt;A misaligned instruction, a vague prompt, or a malicious input in a codebase — and your AI agent runs &lt;code&gt;rm -rf /var/log&lt;/code&gt; or drops a production database.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Problem: Zero Governance
&lt;/h2&gt;

&lt;p&gt;When you give an AI agent MCP (Model Context Protocol) access, it can:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Execute arbitrary shell commands&lt;/li&gt;
&lt;li&gt;Read and write files anywhere&lt;/li&gt;
&lt;li&gt;Access databases and APIs&lt;/li&gt;
&lt;li&gt;Manage your infrastructure&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;With &lt;strong&gt;zero guardrails&lt;/strong&gt;. No approval. No audit trail. No rollback.&lt;/p&gt;

&lt;p&gt;This isn't theoretical. People are already reporting agents running destructive commands in production. The more powerful agents become, the more damage a single bad instruction can cause.&lt;/p&gt;

&lt;h2&gt;
  
  
  Enter FlowLink: Governance for MCP Agents
&lt;/h2&gt;

&lt;p&gt;&lt;a href="https://flowlink.flow-masters.ru" rel="noopener noreferrer"&gt;FlowLink&lt;/a&gt; is a governance layer specifically built for the Model Context Protocol. It sits between your AI agents and your infrastructure:&lt;/p&gt;

&lt;h3&gt;
  
  
  1. Policy Engine
&lt;/h3&gt;

&lt;p&gt;Define what agents can and cannot do. Regex patterns, ML-learned patterns, per-agent and per-environment policies.&lt;/p&gt;

&lt;h3&gt;
  
  
  2. Real-time Risk Scoring
&lt;/h3&gt;

&lt;p&gt;Every command gets a risk score from 0 to 100. Low risk = auto-approve. High risk = block or ask a human.&lt;/p&gt;

&lt;h3&gt;
  
  
  3. Approval Workflows
&lt;/h3&gt;

&lt;p&gt;Three modes for every policy: auto (free pass), soft_ask (warned), hard_ask (human must approve via dashboard, Telegram, or Slack).&lt;/p&gt;

&lt;h3&gt;
  
  
  4. Sandbox Execution
&lt;/h3&gt;

&lt;p&gt;Run dangerous commands in complete isolation: network namespace, read-only root filesystem, PID namespace, resource limits, timeout enforcement.&lt;/p&gt;

&lt;h3&gt;
  
  
  5. Complete Audit Trail
&lt;/h3&gt;

&lt;p&gt;Every action logged, tamper-proof. Compliance-ready for SOC 2, FSTEC, GDPR. Full forensics timeline with blast radius analysis.&lt;/p&gt;

&lt;h3&gt;
  
  
  6. Canary Tokens
&lt;/h3&gt;

&lt;p&gt;Deploy decoy files (fake AWS keys, fake API tokens). When an agent accesses them — instant alert.&lt;/p&gt;

&lt;h2&gt;
  
  
  Quick Start (5 minutes)
&lt;/h2&gt;

&lt;p&gt;Add FlowLink as an MCP server in your config:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight json"&gt;&lt;code&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"mcpServers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="nl"&gt;"flowlink"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"url"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"https://flowlink.flow-masters.ru/mcp"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="nl"&gt;"headers"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="w"&gt;
        &lt;/span&gt;&lt;span class="nl"&gt;"Authorization"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"Bearer flk_live_YOUR_API_KEY"&lt;/span&gt;&lt;span class="w"&gt;
      &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
    &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;&lt;span class="w"&gt;
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now every command goes through governed MCP calls with 15 tools: exec, deploy, read, write, policy, approve, secrets, audit, and more.&lt;/p&gt;

&lt;h2&gt;
  
  
  Real-World Scenarios
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Scenario 1: Block Destructive Commands&lt;/strong&gt;&lt;br&gt;
Agent tries: &lt;code&gt;rm -rf /var/log&lt;/code&gt;&lt;br&gt;
FlowLink: Blocked. Risk score: 95. Policy: deny destructive commands.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Scenario 2: Catch Credential Leaks&lt;/strong&gt;&lt;br&gt;
Agent reads a file containing AWS keys and tries to exfiltrate them.&lt;br&gt;
FlowLink: Blocked. Exfiltration detected. Canary token triggered.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Scenario 3: Human Approval for Production&lt;/strong&gt;&lt;br&gt;
Agent tries: &lt;code&gt;kubectl apply -f deployment.yaml --namespace=production&lt;/code&gt;&lt;br&gt;
FlowLink: Pending approval. Risk score: 72. Notification sent to admin via Telegram.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Scenario 4: Sandbox Testing&lt;/strong&gt;&lt;br&gt;
Agent needs to run an untrusted script.&lt;br&gt;
FlowLink: Executed in sandbox (isolated network, read-only FS, 30s timeout).&lt;/p&gt;

&lt;h2&gt;
  
  
  Why Not Just Remove Shell Access?
&lt;/h2&gt;

&lt;p&gt;Because agents are 10x more useful WITH shell access. They deploy code, debug production, manage infrastructure. The goal isn't to remove access — it's to govern it. Think of FlowLink as a firewall, not a disconnect switch.&lt;/p&gt;

&lt;h2&gt;
  
  
  Architecture
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;AI Agents (MCP)  →  FlowLink  →  Your Infrastructure
                    - Policy Engine
                    - Risk Scorer
                    - Audit Logger
                    - Sandbox
                    - Approval Queue
                    - E2EE Relay
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Supports Claude Code, Cursor, Copilot, Windsurf out of the box.&lt;/p&gt;

&lt;h2&gt;
  
  
  Pricing
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Free&lt;/strong&gt;: Core security (policies, risk scoring, audit trail)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Starter&lt;/strong&gt;: Enhanced visibility (500 req/min)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Team&lt;/strong&gt;: Compliance focus (RBAC, forensics, 1500 req/min)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Business&lt;/strong&gt;: AI features (Red Team, Ops AI, 4000 req/min)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Enterprise&lt;/strong&gt;: On-prem, custom, unlimited&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Links
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Website: &lt;a href="https://flowlink.flow-masters.ru" rel="noopener noreferrer"&gt;https://flowlink.flow-masters.ru&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Docs: &lt;a href="https://flowlink.flow-masters.ru/docs" rel="noopener noreferrer"&gt;https://flowlink.flow-masters.ru/docs&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Quick Start: &lt;a href="https://flowlink.flow-masters.ru/docs/quickstart" rel="noopener noreferrer"&gt;https://flowlink.flow-masters.ru/docs/quickstart&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Playground: &lt;a href="https://flowlink.flow-masters.ru/playground" rel="noopener noreferrer"&gt;https://flowlink.flow-masters.ru/playground&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Pricing: &lt;a href="https://flowlink.flow-masters.ru/pricing" rel="noopener noreferrer"&gt;https://flowlink.flow-masters.ru/pricing&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;p&gt;&lt;em&gt;FlowLink is built by &lt;a href="https://flow-masters.ru" rel="noopener noreferrer"&gt;FlowMasters&lt;/a&gt;. Free tier available. &lt;a href="https://flowlink.flow-masters.ru/docs/quickstart" rel="noopener noreferrer"&gt;Try it now&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>security</category>
      <category>devops</category>
      <category>showdev</category>
    </item>
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