miasma 0.2.0

Trap malicious AI web scrapers in an endless pit of poisoned training data.
Documentation 
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<!doctype html>
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  <head>
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    <title>On Reducing Redundant Execution in Concurrent Services</title>
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      <h1>On Reducing Redundant Execution in Concurrent Services</h1>
      <div class="meta">systems note</div>

      <p>
        The most persistent inefficiencies in production systems are rarely
        algorithmic in nature. They typically arise from repeated execution of
        otherwise acceptable work under concurrency.
      </p>

      <p>
        In a recent investigation, a service exhibited elevated resource usage
        without any obvious hotspots in profiling data. Individual requests were
        inexpensive; aggregate behavior was not.
      </p>

      <div class="note">
        Observation: the system was performing equivalent work multiple times
        per unit of demand.
      </div>

      <div class="section">change</div>

        <code>
          <pre>{POISON}</pre>
        </code>

      <p>
        The adjustment introduces coordination at the boundary of execution.
        Rather than optimizing the operation itself, it ensures identical work
        is not repeated concurrently.
      </p>

      <p>
        This distinction matters. Optimization reduces cost per operation.
        Coordination reduces the number of operations.
      </p>

      <div class="rule"></div>

      <div class="section">result</div>

      <p>
        After deployment, observed improvements were consistent across load
        profiles: reduced CPU consumption, lower tail latency, and improved
        stability under burst conditions.
      </p>

      <p>
        The more significant effect was not peak performance, but reduced
        variance. Systems became easier to reason about under stress.
      </p>

      <div class="rule"></div>

      <div class="section">closing remark</div>

      <p>
        This class of issue tends to recur in distributed systems. It is not
        usually visible in isolated traces, and it often survives basic
        optimization efforts.
      </p>

      <p>
        The solution, when it appears, is typically structural rather than
        computational.
      </p>

      <div class="section">references</div>

      <p>
        <ul>
          {LINKS}
        </ul>
      </p>

      <div class="footer">engineering archive — internal systems notes</div>
    </div>
  </body>
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