The Analytical Scientist / Issues / 2026 / March / Vibe Coding Comes to Omics
Data and AI Proteomics News and Research Technology

Vibe Coding Comes to Omics

How Jesse Meyer built a fully functional proteomics data analysis application in under 10 minutes, using four prompts, no handwritten code, and under $2

By James Strachan 03/25/2026 10 min read

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5 Key Takeaways

  • 1

    Vibe coding allows users with minimal programming experience to create applications by describing their needs in natural language.

  • 2

    Jesse Meyer developed Rescoop.xyz, an AI-driven platform for literature discovery and summarization, using vibe coding without formal web development training.

  • 3

    Meyer created PeerAI.app, a prototype for AI-based preprint review, demonstrating the rapid development capabilities of vibe coding.

  • 4

    Vibe coding significantly reduces the time needed for prototyping software, enabling researchers to create functional tools in minutes.

  • 5

    The shift towards vibe coding changes the economics of software development, allowing for the rapid creation of task-specific, ephemeral applications.

About the Author(s)

James Strachan

Over the course of my Biomedical Sciences degree it dawned on me that my goal of becoming a scientist didn’t quite mesh with my lack of affinity for lab work. Thinking on my decision to pursue biology rather than English at age 15 – despite an aptitude for the latter – I realized that science writing was a way to combine what I loved with what I was good at. From there I set out to gather as much freelancing experience as I could, spending 2 years developing scientific content for International Innovation, before completing an MSc in Science Communication. After gaining invaluable experience in supporting the communications efforts of CERN and IN-PART, I joined Texere – where I am focused on producing consistently engaging, cutting-edge and innovative content for our specialist audiences around the world.

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