Foundations Atlas โ€” Collaborate, track & run 100s of ML experiments concurrently

Hello friends ๐Ÿ‘‹๐Ÿฝ, PM for Foundations here. Thank you so much @robjama for hunting us and for the support ๐Ÿ˜๐Ÿ˜ป We started building Atlas a few years ago for ourselves when we were working with some of the largest teams to build and deploy machine learning models for enterprise. Weโ€™ve also built some crazy things on the side, which you may have seen around the interwebs (DeepFake Joe Rogan anyone?). Through our work, weโ€™ve encountered firsthand the problems that limit ML teams impact: 1. ML teams spend a lot of time dealing with infrastructure-related work
2. Ad-hoc experiment management chews up a lot of time and limits reproducibility
3. GPU’s are expensiveโ—๏ธ ๐Ÿ’ฐ (2.48$/hr for a NVIDIA V100??!!) 4. Teams within organizations don’t usually have visibility on all data science projects and have a difficult time collaborating 5. Existing tools arenโ€™t flexible and require dramatic changes to workflow All of this makes it difficult to be truly productive with ML. Atlas aims to solve these 5 problems.
– โšก๏ธ Atlas sits on top of your infrastructure and has a multi-node, multi-GPU job orchestrator run & schedule jobs remotely with 1 command.
– Use < 3 lines of code to record and reproduce your experiments, alongside other features like tagging jobs, recording data artifacts, and more.
– ๐ŸŒŽ Collaborate across your organization with Atlas Projects, project-specific discussion forums, multi-tenancy, and user access controls.
– ๐Ÿค‘ Save on GPU costs with auto-scaling of clusters and the ability to use pre-emptive/spot instances with Atlas’s built-in retry mechanism. Design principles:
Atlas was built to be augmentations of existing workflows as opposed to replacements, our team is obsessed with API and developer UX design, so we paid as much attention to the terminal and SDK as we did with the UI! Since the launch of our community edition 4 weeks ago, Atlas has been downloaded by over 700+ data scientists! โค๏ธ We are here to get your feedback so we can continue to make Atlas better. Thank you again for your support and we hope you will find value in our work.
Download the free version of Foundations AtlasJoin our community Slack & chat with our Engineers!

Insider Company Comparisons โ€” Compare hundreds of top tech companies all in one place

Hi everyone! Iโ€™m Kevin, co-founder of Pathrise. A few months ago we posted a set of Interviewing Insider Guides to help job seekers find information about interview processes all in one place, but we realized the power of the information we had aggregated and sourced went beyond that! Here’s an entirely different tool that allows you to compare companies head-to-head! These comparison guides allow you to review all of the information on top tech companies side-by-side so that you can see where the differences lie between hiring processes, interview questions, missions, and more. We want to make it as easy as possible for candidates and market researchers to compare different companies to figure out things like deciding between offers or ways to adjust their interview practice. After accumulating a ton of insider company information, we wanted to provide that data in new and helpful formats. At Pathrise our goal is to act as an advocate for job-seekers by correcting the imbalance of information between job seekers and employers. With this launch, we’re excited to share our comparison guides with the world and see how they’ll be used!

TinaCMS โ€” Open source editing tool-kit for Gatsby and Next.js sites

Hi folks ๐Ÿ‘‹ Weโ€™re really excited to share TinaCMS with you all. The editing experience of traditional CMSs hasnโ€™t changed much in the last decade or two and we feel that developers need something better to give their clients and teams. We feel we have something truly remarkable for you ๐Ÿ™‚ TinaCMS allows you to bake-in editing functionality into your Gatsby and Next.js sites for a live editing experience that’s more similar to Squarespace than WordPress. We’ve open-sourced Tina so developers can use it without restrictions for commercial and personal projects. If you want to get involved with the project and I urge you to get involved with the community. Let us know what you think! …Bonus points if you can guess what TinaCMS stands for (tip: itโ€™s a โ€œrecursive acronymโ€).

Product Managers Job Satisfaction โ€” How to become a better product manager

Product Management is a Tough Career. A happy Product Manager is a better Product Manager. This sounds logical, right? But how do you make it to the point when you, as a PM, can really enjoy what you do? CONFIDENCEconf interviewed 860 product managers to learn what really matters to product professionals and what influences their job satisfaction: like how well teams are aligned and whether product management processes are mature enough, how backlog prioritization and new features estimation work, and more. This study is based on a survey of almost 900 product managers. You can download it for free.

The Chris Voss Podcast Network โ€” A Collection of Great Podcasts On A Variety of Subjects!

Hi everyone – I’ve been running this podcast now for 10 years. The Chris Voss Show now has my daily spin on tech news and also features Product Hunt products that stick out to us in episodes. I’ve been expanding our Podcasts to a network to silo more of our great interviews etc. We have The Chris Voss Show which is an open-ended business & tech news, opinion and interviews from all walks of life. We cover event interviews like CES, NAB, CEDIA, etc. The Startup Unicorn Podcast is interviews with business/entrepreneurs to talk about the road to success or how they got there and stayed. The Crypto Life Podcast is for news and interviews on Cryptocurrency & Blockchain. We’ll be expanding to a daily news show soon. Chris Voss Gaming Podcast is on gaming, reviews and interviews with gaming devs. Chris Voss Podcast On Politics is what it says, my take on that. Book Author Podcast is great interviews with Authors. Spatial Computing Podcast is coverage of AI/VR/AR news and interviews. We’d like to have more great business interviews, authors and people with life-changing lessons. Feel free to SUBSCRIBE and if you’d like to submit to be a guest on the show, please have your PR agency/Agent contact the show with your pitch. Thanks to everyone for your support – we’ll keep working to improve the shows!

Fuji X-Pro 3 โ€” A digital camera that embraces analogue features

Fujifilm’s new X-Pro3 brings analog ideas to a digital cameraFujifilm has officially announced the latest generation of its flagship X-series camera, the X-Pro3. The new X-Pro3 is similar at first glance to 2016’s X-Pro2, as it shares the same basic dimensions and retro-inspired, rangefinder-like design. But look closer, or just flip the camera around, and you’ll see where Fujifilm has gone even further to replicate a film-like experience on a digital camera.

Awesome Design Plugins โ€” All design plugins for Sketch, AdobeXD, Figma.

hey to all the community ๐Ÿ’ Some time ago we launched Awesome Design Tools here, on Product Hunt. Could you imagine that now itโ€™s the most comprehensive design tools collection? And today I am so excited to introduce you our next project, ๐€๐ฐ๐ž๐ฌ๐จ๐ฆ๐ž ๐ƒ๐ž๐ฌ๐ข๐ ๐ง ๐๐ฅ๐ฎ๐ ๐ข๐ง๐ฌ: ๐Ÿคฏ 1500 plugins for Sketch, AdobeXD, Figma
๐Ÿ”Ž filtered by tools
๐Ÿ™Œ all in one place, nicely categorized
๐Ÿงก open-source and community-driven
๐Ÿ‘Œ all free plugins you need for every design task Enjoy!

FastEver 3 โ€” Quick note-taking app for Evernote

Hello, Iโ€™m Daigo – maker of FastEver 3 from Sapporo, Japan. ๐Ÿ˜We love Evernote, but…
Evernote is the full-featured note app/service. It can browse, search, organize notes and of course it can create notes, but Evernote is not specialized note-taking. ๐Ÿš€We need speed
Sometimes, we need speed to jot down ideas to avoid forgetting.
Thatโ€™s why I made FastEver.
FastEver goes to the entry screen right after launching, it’s perfect for jotting down ideas and memos. ๐Ÿ’ซClassic but modern app
I originally made FastEver 1.0 back in 2010, and today I launched FastEver 3, the third major version. FastEver 3 has been completely redesigned for iOS 13 and made with latest iOS technologies. ๐Ÿ–‹Features
โ€ข Notebook and tags โ€ข Checkbox โ€ข Timestamp โ€ข Evernote reminder โ€ข Geolocation tagging โ€ข Insert Images โ€ข Insert Place Information โ€ข Character and word count โ€ข Preview Saved Notes โ€ข Swipe to move cursor

Document360 โ€” The knowledge base software that scales with your product

Hi Product Hunterโ€™s, Document360 Founder here. Document360 is a Saas platform that helps you to build a great self-service knowledge base for your customers and internal users (public or private knowledge bases). Do we need another knowledge base platform in the market?
This is the same question we had 2 years ago before we decided to build Document360. We have a few other enterprise products in the company and we were struggling to maintain a good knowledge base for over 3 years. We were using the knowledge base provided by the customer support tool vendor and struggling with so many gaps. When we started looking out for a better alternative, we realized the knowledge base market is dominated by customer support vendors and they pay very little attention to the knowledge base side of their product. They were missing trivial things like version control, auditing, category management was either clunky or limited to 3 levels, basic workflow (draft writer, editor) and so on. There are few products in the market that focus purely on Knowledge Base. We evaluated and even moved to one of them, only after a few weeks we realized they are not matured as well. On the other end of the spectrum, there are some extremely good enterprise documentation tools with rich features, but they are too expensive, too complicated with steep learning curve. We ideally want something in the middle ground, easy to use but rich with features. This is when we decided to build Document360 with the objective of providing a good knowledge base product with the complete set of features like great Markdown editor support, version control, seamless category management, powerful realtime search, clean UI/UX and so on. The product was softly launched at the beginning of this year. We didnโ€™t make any big announcement or launch celebrations. We kept it quiet and worked with a few key customers and fine-tuned the product. The UI/UX is revamped 4 times completely based on usage patterns and feedback. ๐Ÿ™Œ Customers : Today we already have some top customers using the product like,, Microsoft, IATA to name a few. A few customer live sites built using Document360…… Shout out to @kevinwdavid for hunting us! We are super excited to be on Product Hunt today and will be around all day to hear about your experiences, any ideas and feedback you might have. ๐Ÿ™ Iโ€™ve put together a personal video

(4 mins)