Hacker News
Biotech was broken and how to fix it
Article URL: https://substack.com/home/post/p-159305323
Comments URL: https://news.ycombinator.com/item?id=43791650
Points: 1
# Comments: 0
Show HN: Medullar, the AI-Powered Data Discovery and Insight Platform
Hi HN,
I want to share a project I’ve been working on for the past year: Medullar. It’s a platform for teams to search, organize, and extract actionable insights from documents, files, and conversations across many different tools.
*Background:* I started this after years of frustration managing files and discussions scattered across cloud drives, email threads, chat logs, and more. Searching for the right bit of knowledge in Slack, Google Drive, or Dropbox was a daily pain, especially as projects scaled and teams grew. Existing “unified search” products either ignored security, required moving data around or lacked actual collaborative spaces for analysis. This made knowledge discovery slow and sometimes incomplete.
*What Medullar does:* * Federated, AI-powered search (NLP-based, not just keywords) across 60+ connectors (e.g., Google Drive, Slack, Dropbox, Outlook, Salesforce). * Everything is surfaced “in place”: we don’t move your data unless you explicitly choose to import it. * Spaces: collaborative environments (think project “rooms”) where teams pull in relevant docs, emails, and chats, annotate, extract, and discuss insights, and build up a living knowledge base, all with granular access controls and encryption layered in. * The AI helps interrogate, summarize, and connect ideas within and across files.
*What’s different:* Unlike other tools, you don’t lose privacy; there’s end-to-end encryption and zero data movement by default. You aren’t just collecting files but organizing and sharing insights among teams, which helps keep things actionable. You can search across your entire tool landscape in natural language, not just filter by keywords.
*Trying it out:* Anyone can go to https://www.medullar.com and start a 30-day free trial (no credit card required). If you email me with honest feedback or a bug report, I’ll extend your trial by another month. This is a genuine ask for feedback.
I’m happy to share details or answer questions if you want to know more about the architecture, limitations, or our federated query process. Feedback, especially rough edges, developer pain points, or skepticism about our privacy claims, is appreciated.
Thanks for reading! I’m looking forward to your thoughts.
Comments URL: https://news.ycombinator.com/item?id=43791642
Points: 1
# Comments: 0
We just compressed months of math research into 24 hours
Article URL: https://twitter.com/futurisold/status/1915672498609213628
Comments URL: https://news.ycombinator.com/item?id=43791609
Points: 1
# Comments: 0
Northguard: Scalable Log Storage at LinkedIn
Article URL: https://blog.typeobject.com/posts/2025-northguard-announcement/
Comments URL: https://news.ycombinator.com/item?id=43791598
Points: 2
# Comments: 0
Selfhosted agent pipelines are slow to report back on cloud dev.azure.com
Article URL: https://developercommunity.visualstudio.com/t/Selfhosted-agent-pipelines-are-slow-to-r/10894313
Comments URL: https://news.ycombinator.com/item?id=43791580
Points: 1
# Comments: 1
Network Rail painting tracks white to beat the summer heat
Article URL: https://www.ianvisits.co.uk/articles/network-rail-painting-tracks-white-to-beat-the-summer-heat-80649/
Comments URL: https://news.ycombinator.com/item?id=43791578
Points: 1
# Comments: 0
Kubernetes Day 2 ops: what's working for you?
Setting up a deployment is one thing. But once things are live, I still struggle with the basics like: Zonal redundancy
DR setups
Observability across clusters Curious how folks here think about Day 2, what’s worked for you?
Comments URL: https://news.ycombinator.com/item?id=43791494
Points: 1
# Comments: 0
Ember: A Compositional Framework for Compound AI Systems
Article URL: https://github.com/pyember/ember
Comments URL: https://news.ycombinator.com/item?id=43791485
Points: 1
# Comments: 1
Avoiding Skill Atrophy in the Age of AI
Article URL: https://addyo.substack.com/p/avoiding-skill-atrophy-in-the-age
Comments URL: https://news.ycombinator.com/item?id=43791474
Points: 2
# Comments: 0
I've built SecretCrush AI. Any feedback is appreciated
Article URL: https://secretcrush.ai
Comments URL: https://news.ycombinator.com/item?id=43791461
Points: 1
# Comments: 1
Has anyone found a non-chaotic way to do CI/CD with Kubernetes?
Every Kubernetes setup I’ve touched ends up like this: GitHub Actions, custom Docker registry, Helm, ArgoCD, a dashboard, and some bash scripts. It works… until it doesn’t. I’d love to hear if anyone has found a more cohesive way to do CI/CD for Kubernetes, or at least a setup that’s less painful to maintain long-term.
Comments URL: https://news.ycombinator.com/item?id=43791456
Points: 1
# Comments: 0
A Taxonomy of C++ Types
Article URL: https://blog.knatten.org/2025/04/25/a-taxonomy-of-c-types/
Comments URL: https://news.ycombinator.com/item?id=43791450
Points: 1
# Comments: 0
We're All Going to the Conclave Larp
Article URL: https://mssv.net/2025/04/22/were-all-going-to-the-conclave-larp/
Comments URL: https://news.ycombinator.com/item?id=43791447
Points: 1
# Comments: 0
Barawave (AI ERP/CRM) – Legacy Systems Are Costing You $15k/Year in Wasted Time
Article URL: https://barawave.com
Comments URL: https://news.ycombinator.com/item?id=43791423
Points: 1
# Comments: 1
Show HN: Mailfrom.dev – A Cheaper MailTrap Alternative
I built Mailfrom.dev to fullfill a necessity I've had for years.. A simple, affordable sandbox SMTP server that lets you test email flows (resets, onboarding, verifications) in dev/staging environments — without sending real emails to real users and that can be shared with other people and clients.
Sure, there are other players in the space — but most are either way too expensive or require complex setups. I wanted something affordable and dead simple to use. Just check the pricing — you'll see what I mean.
Stack: Laravel, Vue 3, shadcn, hosted on k3s on Hetzner, using AWS S3 and SES.
Would love your thoughts or feedback — especially if you've struggled with email testing in staging like I have.
Comments URL: https://news.ycombinator.com/item?id=43791413
Points: 1
# Comments: 0
The Hard Limits of Vibe Coding (That No Model Will Ever Fix)
Article URL: https://thothbaboon.github.io/blog/the-hard-limits-of-vibe-coding/
Comments URL: https://news.ycombinator.com/item?id=43791393
Points: 2
# Comments: 0
Newly found letter suggests William Shakespeare lived in London with his wife
Large Language Models, Small Labor Market Effects [pdf]
Article URL: https://bfi.uchicago.edu/wp-content/uploads/2025/04/BFI_WP_2025-56-1.pdf
Comments URL: https://news.ycombinator.com/item?id=43791385
Points: 1
# Comments: 0
Microsoft BitNet B1.58 2B4T – Scaling Native 1-Bit LLM
Article URL: https://huggingface.co/microsoft/bitnet-b1.58-2B-4T
Comments URL: https://news.ycombinator.com/item?id=43791380
Points: 1
# Comments: 0
Mind-Blanking Tied to Distinct Neural Signature, fMRI Study Finds
Article URL: https://nationalpost.com/news/science/mind-blank-brain-explained
Comments URL: https://news.ycombinator.com/item?id=43791379
Points: 3
# Comments: 0