
The shift to AI‑driven code generation reshapes development pipelines, offering rapid innovation but also introducing new vectors for cyber‑attacks, compelling firms to embed security controls throughout the software lifecycle. Failure to do so could erode trust and expose critical systems to exploitation before defenses can respond.
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