My workflow for analysing a new CVE used to take three to four hours from reading the advisory to having a working proof-of-concept for lab testing. In 2026, the same workflow takes forty minutes, and most of that is environment setup, not code. AI tools have changed the PoC development phase specifically — reading the vulnerability description, understanding the affected code path, and drafting the initial exploit structure are now tasks where an LLM provides the first draft that I…
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