https://galagos.ai/blog Where computational and life sciences converge — industry insights, technical deep dives, and perspectives from the frontier of Agentic AI. en Mon, 04 May 2026 16:04:53 GMT https://galagos.ai/assets/logos_galagos/galagos_logo.png https://galagos.ai/blog https://galagos.ai/blog/galagos-isnt-a-chatbot-what-your-sandbox-actually-does https://galagos.ai/blog/galagos-isnt-a-chatbot-what-your-sandbox-actually-does A chat tool summarises and forgets. A sandbox downloads, runs, and remembers. The places in Galagos where that difference shows up. Dr. Michael Hartung Industry Insights Sun, 03 May 2026 19:48:53 GMT https://galagos.ai/blog/from-accession-to-volcano-plot https://galagos.ai/blog/from-accession-to-volcano-plot A working session on a public GEO breast-cancer dataset, from upload to volcano plot, run end to end as a conversation. No scripts, no parameter files, real numbers along the way. Dr. Michael Hartung Technical Deep Dives Sun, 03 May 2026 19:48:53 GMT https://galagos.ai/blog/where-the-agents-decisions-live-reasoning-audit-log-and-reproducible-exports https://galagos.ai/blog/where-the-agents-decisions-live-reasoning-audit-log-and-reproducible-exports How exactly was this analysis produced? The reviewer's first question, answered in three places: the agent's live reasoning, the workspace audit log, and a downloadable archive that recreates the run. Dr. Michael Hartung Technical Deep Dives Sun, 03 May 2026 19:48:53 GMT https://galagos.ai/blog/skills-in-plain-english https://galagos.ai/blog/skills-in-plain-english Skills aren't plugins or magic. They're short instructions the agent reads before it works. How to find one in the catalogue, attach it to a project, and know when to write your own. Dr. Michael Hartung Industry Insights Sun, 03 May 2026 19:48:52 GMT https://galagos.ai/blog/how-a-workspace-works-in-galagos-ten-tabs-one-team https://galagos.ai/blog/how-a-workspace-works-in-galagos-ten-tabs-one-team A workspace in Galagos isn't a folder of projects. It's a shared library, a default model, a skill set, a memory, and an audit trail. A walk through each tab and what it gives a team. Dr. Michael Hartung Technical Deep Dives Sun, 03 May 2026 19:48:52 GMT https://galagos.ai/blog/visualise-anything-understand-your-data https://galagos.ai/blog/visualise-anything-understand-your-data Three clicks to any view: every file your project produces opens in the right viewer, inside the same project. Dr. Michael Hartung Galagos Guides Sat, 18 Apr 2026 11:24:09 GMT https://galagos.ai/blog/work-with-galagos-bioinformatics-as-a-conversation https://galagos.ai/blog/work-with-galagos-bioinformatics-as-a-conversation Iterative research where the biologist keeps the wheel. How to work with Galagos, shown through a short RNA-seq case from GEO. Dr. Michael Hartung Galagos Guides Fri, 17 Apr 2026 19:37:29 GMT https://galagos.ai/blog/teach-galagos-your-way-working-with-skills https://galagos.ai/blog/teach-galagos-your-way-working-with-skills Every lab does things its own way. Skills are how you teach Galagos your preferences once, so every analysis after starts with your standards baked in. Dr. Michael Hartung Galagos Guides Fri, 17 Apr 2026 17:40:19 GMT https://galagos.ai/blog/when-the-analysis-is-wrong-the-preclinical-cost-nobody-measures https://galagos.ai/blog/when-the-analysis-is-wrong-the-preclinical-cost-nobody-measures How irreproducible computational analysis quietly costs the biomedical enterprise billions — and why the bioinformatics step is the single point of failure. Dr. Fernando M. Delgado-Chaves Industry Insights Wed, 01 Apr 2026 10:00:00 GMT https://galagos.ai/blog/rna-seq-at-scale-what-breaks-when-throughput-doubles https://galagos.ai/blog/rna-seq-at-scale-what-breaks-when-throughput-doubles A detailed look at what actually breaks in RNA-seq pipelines when sample throughput doubles, and why the problems are structural. Dr. Fernando M. Delgado-Chaves Technical Deep Dives Tue, 24 Mar 2026 10:00:00 GMT https://galagos.ai/blog/why-eu-biotech-cannot-hire-its-way-out-of-the-bioinformatics-crisis https://galagos.ai/blog/why-eu-biotech-cannot-hire-its-way-out-of-the-bioinformatics-crisis The structural reasons why European biotech companies cannot solve their bioinformatics bottleneck through recruitment alone. Dr. Fernando M. Delgado-Chaves Industry Insights Tue, 17 Mar 2026 10:00:00 GMT