Security tooling has a new and growing driver: a Stanford randomised trial found developers using AI assistance wrote less secure code while feeling more confident about it. Volume of code went up; the review capacity did not.
That gap is the demand signal. Tools that make generated code verifiable — rather than tools that merely produce another report nobody reads — are the ones with a market in 2026.
30 analysed projects in this collection.
Skip weeks of custom work by starting from a working large language models foundation.
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Skip weeks of custom work by starting from a working search engine foundation.
Skip weeks of custom work by starting from a working database client foundation.
Skip weeks of custom work by starting from a working vulnerability research foundation.
Skip weeks of custom work by starting from a working python foundation.
Skip weeks of custom work by starting from a working security foundation.
Skip weeks of custom work by starting from a working postgresql foundation.
Skip weeks of custom work by starting from a working tower defense foundation.
Skip weeks of custom work by starting from a working windows optimization foundation.
Skip weeks of custom work by starting from a working map tracker foundation.
Skip weeks of custom work by starting from a working wi-fi sensing foundation.
Skip weeks of custom work by starting from a working operating system foundation.
Skip weeks of custom work by starting from a working macos foundation.
Skip weeks of custom work by starting from a working ai security foundation.
Skip weeks of custom work by starting from a working ai agents foundation.
Skip weeks of custom work by starting from a working compiler foundation.
Skip weeks of custom work by starting from a working vpn client foundation.
Skip weeks of custom work by starting from a working access control foundation.
Skip weeks of custom work by starting from a working sre platform foundation.
Skip weeks of custom work by starting from a working infrastructure foundation.
Skip weeks of custom work by starting from a working docker compose foundation.