Framework
Vercel's open-source, filesystem-first TypeScript agent framework, released in public preview, in which an agent is a directory of files.
The Next.js team's closability agent reads each issue's conversation, searches the history and retries the reproduction on three releases, then hands a confidence score and its evidence to a maintainer who owns the close decision.
Reality
GPN-Star folds whole-genome alignments and a species tree into its architecture, which is how it trains in hours where Evo 2 needed 2,000 processors and months. The cost of building those alignments sits outside that comparison.
Reality
Almost every tool in a 50-program audit at Barcelona's CRG reads a quiet stretch of DNA as an important one, so its harm scores partly track how often a site mutates rather than what mutating it does.
Reality
The open-source framework ships durable execution, sandboxing, approvals, subagents and evals in public preview. If the bet lands, your in-house harness is now maintenance.
Reality
Fred Schott's first stable release of Flue replaces file-based routing with React-style hooks, on the argument that an agent re-renders every turn and the harness defines it.
Reality