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Traces & DetectionsSee every production run and the failures hiding inside them
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2 stories in Opinion

Grainy monochrome illustration of a hand adjusting a mechanical feedback governor.

Self-healing is self-defeating

How an agent that fixes every mistake can slowly erase your strategy.

Ajay Yadav·9 min read

Lawrence Sperry demonstrating the gyroscopic stabilizer on a biplane, with Émile Cachin standing on the wing.

A short history of machines that fix themselves

What a century of automation can teach us about self-healing agents, and the work that refuses to disappear.

Ajay Yadav·11 min read