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    <title>DEV Community: dbe006</title>
    <description>The latest articles on DEV Community by dbe006 (@dbe006).</description>
    <link>https://dev.to/dbe006</link>
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      <title>DEV Community: dbe006</title>
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    <item>
      <title>A pre-trade firewall for autonomous crypto agents (pay-per-call, no API key)</title>
      <dc:creator>dbe006</dc:creator>
      <pubDate>Sun, 17 May 2026 17:44:43 +0000</pubDate>
      <link>https://dev.to/dbe006/a-pre-trade-firewall-for-autonomous-crypto-agents-pay-per-call-no-api-key-1dm</link>
      <guid>https://dev.to/dbe006/a-pre-trade-firewall-for-autonomous-crypto-agents-pay-per-call-no-api-key-1dm</guid>
      <description>&lt;p&gt;Most trading agents buy a token without checking whether it can be sold. RugGuard is one HTTP call you put between the model output and the router.&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight http"&gt;&lt;code&gt;&lt;span class="err"&gt;POST https://rugguard.redfleet.fr/v1/pretrade/check
{ "chain": "base",
  "contract": "0x4ed4...Efed",
  "intended_trade_usd": 100,
  "policy": "balanced" }
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;

&lt;/div&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;"policy_recommendation"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"caution"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"risk_score"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mi"&gt;62&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"verdict"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"medium_risk"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"max_suggested_exposure_usd"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="mf"&gt;20.0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"reason"&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="nl"&gt;"code"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"OWNER_NOT_RENOUNCED"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="nl"&gt;"severity"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"high"&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="nl"&gt;"code"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"TOP10_CONCENTRATION_HIGH"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="nl"&gt;"severity"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"high"&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;"scan_id"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"pre_01HXKRC5..."&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"signature"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"fEH4..."&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="w"&gt;
  &lt;/span&gt;&lt;span class="nl"&gt;"key_fingerprint"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="w"&gt; &lt;/span&gt;&lt;span class="s2"&gt;"a0c71156d8747078"&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;The contract is &lt;code&gt;block | caution | allow&lt;/code&gt;. Response is Ed25519-signed so an auditor can later prove the agent saw the warning before trading.&lt;/p&gt;

&lt;h2&gt;
  
  
  Payment
&lt;/h2&gt;

&lt;p&gt;No API key, no account. The wallet that pays is the identity. First call gets &lt;code&gt;402&lt;/code&gt;, client signs an EIP-3009 transfer for the exact price, second call settles on Base, response comes back. $0.01 quick scan, $0.05 deep scan, $0.01 pretrade. Whole round trip is sub-second on cache, under 5s cold.&lt;/p&gt;

&lt;h2&gt;
  
  
  Integration
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight python"&gt;&lt;code&gt;&lt;span class="c1"&gt;# pip install rugguard-langgraph-agent
&lt;/span&gt;&lt;span class="n"&gt;graph&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;add_node&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;pretrade&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nf"&gt;make_pretrade_check_node&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
    &lt;span class="n"&gt;private_key_hex&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;os&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="n"&gt;environ&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;X402_PRIVATE_KEY&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
    &lt;span class="n"&gt;policy&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;balanced&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;graph&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nf"&gt;add_conditional_edges&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;pretrade&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;s&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;s&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;decision&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;allow&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;execute_buy&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;caution&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;execute_buy&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
    &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;block&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;skip&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;        &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;error&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;   &lt;span class="sh"&gt;"&lt;/span&gt;&lt;span class="s"&gt;skip&lt;/span&gt;&lt;span class="sh"&gt;"&lt;/span&gt; &lt;span class="p"&gt;})&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Same kit exists for Pydantic AI (&lt;code&gt;rugguard-pydantic-ai-agent&lt;/code&gt;), Claude Desktop / Cursor over MCP (&lt;code&gt;rugguard-mcp&lt;/code&gt;), and an educational Base sniper (&lt;code&gt;rugguard-sniper-bot-example&lt;/code&gt;).&lt;/p&gt;

&lt;h2&gt;
  
  
  What's actually checked
&lt;/h2&gt;

&lt;p&gt;14 deterministic heuristics on Base, 5 on Solana SPL. Owner renounced, LP locked, top-holder concentration, mint/freeze authority, GoPlus honeypot, RPC simulation, source verified, deployer rug history, bytecode MinHash against known rugs. No LLM in the hot path.&lt;/p&gt;

&lt;p&gt;Per-heuristic recall is published live at &lt;code&gt;/v1/metrics&lt;/code&gt;. Today's numbers (2026-05-17):&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;forward_sampler: { rugged: 843, pending: 2837 }
rug_census:      { rugged:  43 }

Base heuristic recall (rug_census):
  LP_NOT_LOCKED              100.0%
  LP_INSUFFICIENT_LIQUIDITY   83.3%
  MINT_AUTHORITY_ACTIVE        7.7%
  HONEYPOT_TAX_HIGH            0.0%
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;The 0% on HONEYPOT_* is a measurement bias I keep public: by the time a token is confirmed rugged, the contract is already drained and the honeypot signal is gone. The forward sampler runs T+0 / T+7 / T+14 / T+30 to catch it earlier. Long writeup at &lt;a href="https://rugguard.redfleet.fr/validation.html" rel="noopener noreferrer"&gt;&lt;code&gt;/validation.html&lt;/code&gt;&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  Disclaimers
&lt;/h2&gt;

&lt;p&gt;Not an audit. Not financial advice. Best-effort analytics, T&amp;amp;C cap liability at the cost of the call.&lt;/p&gt;

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

&lt;ul&gt;
&lt;li&gt;API: &lt;a href="https://rugguard.redfleet.fr/openapi.json" rel="noopener noreferrer"&gt;https://rugguard.redfleet.fr/openapi.json&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Pubkey: &lt;a href="https://rugguard.redfleet.fr/v1/pubkey" rel="noopener noreferrer"&gt;https://rugguard.redfleet.fr/v1/pubkey&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;MCP package: &lt;a href="https://pypi.org/project/rugguard-mcp/" rel="noopener noreferrer"&gt;https://pypi.org/project/rugguard-mcp/&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;LangGraph: &lt;a href="https://github.com/dbe006/rugguard-langgraph-agent" rel="noopener noreferrer"&gt;https://github.com/dbe006/rugguard-langgraph-agent&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Pydantic AI: &lt;a href="https://github.com/dbe006/rugguard-pydantic-ai-agent" rel="noopener noreferrer"&gt;https://github.com/dbe006/rugguard-pydantic-ai-agent&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Sniper example: &lt;a href="https://github.com/dbe006/rugguard-sniper-bot-example" rel="noopener noreferrer"&gt;https://github.com/dbe006/rugguard-sniper-bot-example&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Verifier CLI: &lt;a href="https://pypi.org/project/rugguard-verify/" rel="noopener noreferrer"&gt;https://pypi.org/project/rugguard-verify/&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Plug it in, tell me what breaks.&lt;/p&gt;

</description>
      <category>cryptocurrency</category>
      <category>ai</category>
      <category>agents</category>
      <category>web3</category>
    </item>
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