Nextflow

Nextflow Global Cache: compute once, reuse everywhere. Introducing a shared caching layer that reuses tasks across runs, pipelines and projects.🧵Lower compute costs, faster results and less storage, from work already done.

Simple models rival a billion-parameter neural network in an EGFR binding assay. We gave Nextflow Frontier a task: rank molecules by how likely they are to bind EGFR, a cancer drug target. Frontier proposed models, ran them and used their scores to decide what to try next.🧵

Nextflow 25.10 introduced workflow params and outputs. 26.04 brought records and static typing. 26.10 completes the picture: composable, reusable pipelines. 💻 Join @tallphil & Ben Sherman (@SeqeraLabs) on Nov 18 for a live walkthrough: hubs.la/Q04DdNSh0

Nextflow Frontier solves and validates biology’s hardest problems through closed-loop discovery.🔃 Give it a problem and a measure of success, and it turns each hypothesis into a reproducible pipeline, tests thousands of them, and plans the next round. hubs.la/Q04C-R7d0

Through Benchling’s AI Connectors, bench scientists can now integrate @SeqeraLabs Platform into @benchling via Seqera MCP.🎉 You can now launch and track Nextflow pipelines, investigate results, and spin up interactive analysis environments, all without leaving Benchling.