Capability 3: Decision-ready outputs
Move from research to decisions in a single workflow by turning evidence into fully cited reports, tables, analyses, visualizations, slides, and documents. 
Capability 2: Diverse data sources
Make decisions based on the full picture by synthesizing evidence across scientific literature, clinical trials, patents, regulatory and commercial sources, the web, and your own internal data. 
We built the Research Agent around five key capabilities:
Capability 1: A harness with reasoning principles
Reason with greater confidence with built-in models trained on BioDecisionBench, a benchmark designed to evaluate reasoning quality and handle uncertainty around decisions in pharma. 
Today, we’re taking the next step toward our mission with the launch of the Elicit Research Agent, an AI environment built for high-stakes decisions.
You can use the Research Agent today at elicit.com or access it through API (docs.elicit.com) to bring its capabilities into your own workflows. 
Sean's session is a workshop in the Build with Netlify series. The full lineup is at www.renderatl.com/sessions An agent fumbles a task against your service and the instinct is to blame the model. Usually the problem is yours: a slow endpoint, or a tool description that invites the wrong call. At RenderATL, Sean Roberts will score a real project live with AXIS, the open-source agent experience framework.
The full session lineup, including Jack's, is at www.renderatl.com/sessions Jack Herrington thinks TanStack should be your entire web platform, and he's bringing that argument to RenderATL. He'll show TanStack Start for full SSR, TanStack AI for realtime chat and code mode, and TanStack DB for realtime data with any database. All of it is open source and deploys anywhere.
You can browse the full session lineup, including Nahrin's, at www.renderatl.com/sessions At RenderATL, Nahrin Jalal will build and deploy an app from scratch in 30 minutes using Agent Runners. Her session covers the parts people actually get stuck on: effective prompts, agent context, and connecting the right tools. Everyone walks out with something live in production.
true story, ran a race tonight with the team name “Modena pigeons” and won best team name
Nowhere near as easily, and with several caveats With previous projects we’ve found the native tls crate to be more effective for this need
That's just a small part of 18.19! Read more here:
github.com/atuinsh/atui... We've migrated our TLS backend from rustls to native-tls, meaning Atuin now uses your operating system's certificate store. This fixes atuin for self-hosted servers behind self-signed or internal CA certificates, and on corporate networks with TLS-intercepting proxies
Previously, atuin update lived in a separate atuin-update binary installed alongside Atuin. It's now part of the main binary, and lays the groundwork for automatic updates in a future release.
If you're running an old config, switch to this with atuin config set daemon.enabled true atuin config set daemon.autostart true atuin config set search_mode "daemon-fuzzy"
We've replaced the search with frizbee, a SIMD-accelerated fuzzy matcher that benchmarks meaningfully faster than our previous engine (nucleo) for our workload. Results are now ranked primarily by match quality, with frecency (how often + how recently you ran a command) breaking ties
atuin v18.19 is out now! 🐢✨ - search is more than 5.2x faster - self-signed certs and system cert stores just work - atuin update is a built-in command Get the latest with `atuin update`!
The mix so far: 3 static explainers, 14 interactive apps, 2 games, 3 simulators.
27 days remain. Build a teaching app, deploy it on Netlify, and add the URL to the wall. The best Agent Runners build each week earns 10,000 credits.
Join in ✏️ ntl-back-to-school.netlify.app ✉️ buildwithmaya has shipped two apps, and both are built like full courses: Skillstax Cold Email Course: short lessons, real examples, interactive checklists Skillstax Distribution Strategy: five lessons that end with one channel and a four-week plan
🧩 raimanncostigan covers the widest range of anyone competing: 🧠 Oddpedia: a bilingual encyclopedia of strange true facts 📜 Wen Tianxiang's Journey: live his final years and face his choices 🗼 Tower of Hanoi Lab: recursion with move tracking 🧩 Structura: a data structures playground
🕹 davidvkimball is building a field guide to the old web at yahew.com:
🌐 The First Website: a 1990 NeXT machine where the browser edits pages too
🃏 HyperCard: a 1-bit Macintosh in 1987
📺 Teletext & Minitel: Ceefax in 1974, a network with no address bar 📈 waela has turned marketing fundamentals into four playable apps: 🎯 CTA Showdown: spot the clickworthy call to action 📊 Conversion Rate Ripple: watch small % shifts move real revenue 🌍 Flag to Place: 24 countries across six regions 🔍 SEO or AEO Sorter: every answer explains its reasoning
🍎 AshAmplifies also has four in four days, and hers are the most classroom-shaped: 📚 Learning Principles: Knowles' six principles of adult learning 🧑🍳 OvenCraft: baking as a periodic table for Minecraft fans 🛒 Supermarket Quiz: can you spot the best offer? 🍎 British Orchard: UK apple varieties