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    <title>DEV Community: HaveAGoodOne</title>
    <description>The latest articles on DEV Community by HaveAGoodOne (@movevaluefast).</description>
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      <title>AI Has Hands Now. You Should Decide What It Can Do.</title>
      <dc:creator>HaveAGoodOne</dc:creator>
      <pubDate>Mon, 04 May 2026 14:05:24 +0000</pubDate>
      <link>https://dev.to/movevaluefast/ai-has-hands-now-you-should-decide-what-it-can-do-1aem</link>
      <guid>https://dev.to/movevaluefast/ai-has-hands-now-you-should-decide-what-it-can-do-1aem</guid>
      <description>&lt;p&gt;We’ve crossed a line.&lt;/p&gt;

&lt;p&gt;AI is no longer just generating text.&lt;/p&gt;

&lt;p&gt;It’s starting to &lt;strong&gt;take actions&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Your agent can now:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;call APIs&lt;/li&gt;
&lt;li&gt;delete data&lt;/li&gt;
&lt;li&gt;send emails&lt;/li&gt;
&lt;li&gt;trigger workflows&lt;/li&gt;
&lt;li&gt;modify production systems&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;And in most setups today, it does all of that &lt;strong&gt;without a control layer&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;The uncomfortable truth&lt;/p&gt;

&lt;p&gt;Most AI agents today operate like this:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;deleteUser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;sendEmail&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;customer&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;transferFunds&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;amount&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;If the agent decides to do it — it just… runs.&lt;/p&gt;

&lt;p&gt;No checkpoint.&lt;br&gt;
No approval.&lt;br&gt;
No policy enforcement.&lt;/p&gt;

&lt;p&gt;That’s fine in a demo.&lt;/p&gt;

&lt;p&gt;It’s &lt;strong&gt;not fine in production&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;This is where things break&lt;/p&gt;

&lt;p&gt;The moment your AI touches real systems, you’re exposed to:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Accidental destructive actions&lt;/li&gt;
&lt;li&gt;Prompt injection leading to unintended behavior&lt;/li&gt;
&lt;li&gt;Over-permissioned tools&lt;/li&gt;
&lt;li&gt;No audit trail of decisions&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;You don’t need a malicious AI.&lt;/p&gt;

&lt;p&gt;You just need:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;a slightly wrong decision, at the wrong time, in the wrong environment&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;The missing layer: decision before execution&lt;/p&gt;

&lt;p&gt;What’s missing is simple:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Every action should be checked before it runs.&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Not after.&lt;br&gt;
Not in logs.&lt;br&gt;
Not in alerts.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Before execution.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Introducing Runplane&lt;/p&gt;

&lt;p&gt;Runplane adds a runtime control layer between your AI and real-world actions.&lt;/p&gt;

&lt;p&gt;Instead of executing immediately, every action goes through a decision:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;✅ ALLOW&lt;/li&gt;
&lt;li&gt;❌ BLOCK&lt;/li&gt;
&lt;li&gt;⏸ REQUIRE APPROVAL&lt;/li&gt;
&lt;/ul&gt;
&lt;h2&gt;
  
  
  What this looks like in practice
&lt;/h2&gt;

&lt;p&gt;Without control:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nf"&gt;deleteUser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;With Runplane:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight javascript"&gt;&lt;code&gt;&lt;span class="k"&gt;await&lt;/span&gt; &lt;span class="nx"&gt;runplane&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;guard&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
  &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;delete_user&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="s2"&gt;production-db&lt;/span&gt;&lt;span class="dl"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
  &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;userId&lt;/span&gt; &lt;span class="p"&gt;},&lt;/span&gt;
  &lt;span class="k"&gt;async &lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nf"&gt;deleteUser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;userId&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Now that action can:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;be blocked&lt;/li&gt;
&lt;li&gt;require human approval&lt;/li&gt;
&lt;li&gt;be logged and audited&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This is not just theory&lt;/p&gt;

&lt;p&gt;If you’re building:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;AI agents&lt;/li&gt;
&lt;li&gt;automation workflows&lt;/li&gt;
&lt;li&gt;MCP-based tools&lt;/li&gt;
&lt;li&gt;internal copilots&lt;/li&gt;
&lt;li&gt;API-triggering systems&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;You already have the problem.&lt;/p&gt;

&lt;p&gt;You just haven’t felt it yet.&lt;/p&gt;

&lt;p&gt;Built for modern AI architectures (including MCP)&lt;/p&gt;

&lt;p&gt;Runplane fits directly into current AI stacks:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Works alongside agent frameworks&lt;/li&gt;
&lt;li&gt;Supports MCP-style tool execution flows&lt;/li&gt;
&lt;li&gt;Sits between the model and the tool call&lt;/li&gt;
&lt;li&gt;Does not require changing how your tools work&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;It doesn’t replace your agent.&lt;/p&gt;

&lt;p&gt;It &lt;strong&gt;controls what your agent is allowed to do&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Why this matters now&lt;/p&gt;

&lt;p&gt;We’re moving from:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;“AI suggests actions”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;to:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;“AI executes actions”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;That shift changes everything.&lt;/p&gt;

&lt;p&gt;Execution without control is risk.&lt;/p&gt;

&lt;p&gt;Try it (free developer tier)&lt;/p&gt;

&lt;p&gt;We opened a free developer tier so you can test this in real flows:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://runplane.ai/auth/sign-up?mode=developer" rel="noopener noreferrer"&gt;https://runplane.ai/auth/sign-up?mode=developer&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;integrate in minutes&lt;/li&gt;
&lt;li&gt;simulate risky actions&lt;/li&gt;
&lt;li&gt;test approval flows&lt;/li&gt;
&lt;li&gt;see exactly how decisions affect execution&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Final thought&lt;/p&gt;

&lt;p&gt;You don’t need to wait for a disaster to add control.&lt;/p&gt;

&lt;p&gt;By the time something breaks, it’s already too late.&lt;/p&gt;

&lt;p&gt;AI has hands now.&lt;/p&gt;

&lt;p&gt;You should decide what it’s allowed to touch.&lt;/p&gt;

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