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Public story · 2026-03-04 · source-backed
— 69 vulnerabilities across 5 tools. Zero SQLi/XSS but pervasive business logic flaws. Security-focused prompts produced "minimal vulnerability reduction." CMU's SusVibes: only 10.5% of solutions both correct AND secure.
Each link below shares sources, entities, or timing with this story.
Shared entity: Security / Shared topic / What happened next / Tension
Both cover Security; overlapping topics (coding, security); picks up the Security thread on 2026-08-12.
Shared entity: Security / Shared topic / What happened next
Both cover Security; overlapping topics (coding, only, security); picks up the Security thread on 2026-08-03.
Both cover Security; overlapping topics (coding, prompt, security); picks up the Security thread on 2026-06-14.
Both cover Security; overlapping topics (coding, security); picks up the Security thread on 2026-08-19.
Both cover Security; overlapping topics (security, vulnerability); picks up the Security thread on 2026-06-23.
Shared entity: XSS / Shared topic / What happened next
Both cover XSS; overlapping topics (coding, vulnerability); picks up the XSS thread on 2026-04-30.
Shared entity: Security / Shared topic / What happened next
Both cover Security; overlapping topics (coding, security); picks up the Security thread on 2026-04-21.
Both cover Security; overlapping topics (prompt, security); picks up the Security thread on 2026-04-03.