VC fund performance varies wildly by vintage—2021 funds are struggling while 2017's top 10% achieved 1.35x DPI, but recent AI-focused vintages (2022+) show promise for strong returns.
CI/CD security is critically broken: 20,265 of 50,012 scanned GitHub repos have exploitable vulnerabilities affecting 590M+ downstream forks, creating a massive supply chain attack surface.
AI is driving a bundling shift in enterprise software—as models evolve every 42 days, buyers now prefer platforms they can trust for years over best-of-breed point solutions.
Focal (personalized heating robotics) and Summation are hiring amid momentum; UserEvidence hosting B2B marketing conference in Jackson Hole in August.
⚠️ This is a LinkedIn feed snapshot with heavy promotional content and unverified claims (e.g., Vigilant's GitHub scan findings lack independent confirmation; venture data comes from Carta's subset of funds).