Minh Tran

Project update! My application tracking extension is now doing fuzzier matching and injecting new information into LinkedIn (and other sites) to keep me from doubling up on applications. Next up: local storage and bulk import/export operations...

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Last Tuesday, Malsgufa, our legacy CMS backend, was shut down. This milestone for BI's Tech and Product team culminated years of planning, effort, and execution. Malsgufa's first commit was on July 25, 2014, leading to 5,186 commits across nearly 30 repositories. Built and maintained by scores of engineers, its deprecation represents significant cost savings (20 production replicas, 3 instances of Solr, and an insane number of Zookeeper instances!), reduced security risk, and the elimination of an often-blamed boogeyman. The journey began in January 2020. Our challenge: moving traffic off Malsgufa without rebuilding everything in Muse. Initially, we tried GraphQL as an intermediary between Viking and our services, but progress was limited by Viking's complex Angular/Vue architecture. In January 2023, we pivoted to the strangler fig pattern with a shim. This approach proved far more effective – all Malsgufa traffic went through the shim first, with verbose logging to track unhandled requests. Meanwhile, we built Story Versioning API (SVAPI), incorporating lessons learned from Malsgufa's limitations around history and publishing states. We ran four major migrations (stories, custom pages, slideshows, and videos), building support in Muse and shimmed compatibility for Viking. Traffic gradually decreased from a torrent to a trickle, leading to the gloriously uneventful shutdown. Next, we will deprecate Viking by Q2 2025, unifying our users in the Muse ecosystem to create the industry's most innovative CMS. Special thanks to the entire Story Creation team: Chase Gruber, Chris Speziale, Daniel Arita, Danny Feliz, Dasha Lary, Dawin Camillo, Eric Saam, Frederica Chen, John Laslo, Kelly Filush, Morgan Cohn, Sarah Pai, Tyler Greenfield! Thanks also to DaD, Engagement, Helpfulness, Cloud Engineering, Test Engineering, and Operational Excellence! Finally, we recognize Malsgufa itself. Developed as a unified CMS backend to support Business Insider's expansion into new markets, it served our global newsroom reliably for a decade, publishing millions of stories despite no major changes in recent years. While it became less sustainable as our business evolved, it deserves our respect. Thank you, Malsgufa. May you rust in peace.

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Y'alls know accessibility is important to me, and that comes in a lot of forms! I wanted to share out two things I've been working on recently that follow the a11y theme, with Global Accessibility Awareness Day (GAAD) right around the corner: First, plugging the work we've been doing at Ro around building technology to give patients more access to healthcare so they can achieve their health goals via Patient Intake. Intake isn't "just a form" - it's the key way for patients to communicate their health history, goals, and preferences to their providers in a way that feels human. Behind the scenes, we're making sure every piece of information a patient provides is structured to make sure every point is seen and heard so that our providers can deliver the best possible personalized care. More info on the platform here: https://lnkd.in/gC4ru5ip Second, the lovely Elliot Kipling and I caught up on the Enginears podcast last month around healthcare accessibility and digital accessibility in general. The episode dropped today, check it out here: https://lnkd.in/gbGcBvsB

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The difference between a decision and a data-driven decision is like the difference between a shot in the dark and a carefully aimed arrow. Which decision do you want to make?

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tldr: I'm hiring! As many of you know, I recently joined Lattice as their SVP of Engineering and I'm excited to announce that I'm hiring for all Engineering levels and more broadly, Lattice has open roles across EPD. If you're wondering, why Lattice? The last few years have seen a step change in how we think about the meaning of work and the employer <> employee relationship - add on the fuel of AI taking our jobs and you could be forgiven for thinking the future of work looks bleak for employees. It doesn't need to be that way - here at Lattice we're building the next generation of talent tools to give employers insights and employees purpose because people matter at work. Among other things, we're using generative AI to securely analyze enormous volumes of data to unlock career insights faster and investing in building equitable feedback, compensation and employer analytics tools - not just for one company but for all companies. If you're interested in making a difference to the future of work then let's chat - all roles are remote eligible and based in the US. We have physical offices in San Francisco and NYC if you prefer the in-office environment.

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Want to tease something my team has been working on over at Buffer! The attached image isn't a mockup, but a screenshot of a live prototype of RSS feeds directly in Buffer! It's only available internally and still pretty rough at this point, but we'll have it available for user testing soon. With this enhancement, we hope to help Buffer users easily find new and engaging content to share with their audiences. What do you think? Will RSS feeds in Buffer help you create more content?

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Here's something counterintuitive; taking on more investment risk reduces long-term returns: https://lnkd.in/gHwkjHmP This is only my second investment video, so I'm still learning. If you have any feedback, I would love to hear it. Based on the feedback from the first video, I tried to make the audio more balanced on this video. I also shortened the length, to make the content more digestible.

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It's probably no surprise to anyone that knows me well, that I love self-development podcasts. One of my favorite is Ramit Sethi's I will teach you to be rich (aka Money for Couples). I recently got this email newsletter When I ask people what their Rich Life looks like, most people say something like: "I want to do what I want, when I want."   Success is rarely a dollar amount. Most people want a lifestyle. In the workplace, this means having a flexible job.    Which might look like: -Never having to do the daily commute to the office -Having a schedule that lines up with when you’re most productive -Taking a spin class in the middle of the day -Picking up your kids from school every afternoon -Living in different countries for several months at a time If this describes your idea of a great job, Pinterest is for you. Check out the 75 open roles in engineering: https://lnkd.in/gapDB_u3 At Pinterest, we hire smart people and trust them to do a good job. We don't track how often you badge into a building or how many days you show up in the office. We care about the business impact your code generates. We know that in person collaboration is useful, and we come in the office about 1/week. This isn't an unbreakable rule that you will get punished for violating. We want you to be your best you and to do your best work. We believe that flexibility enhances creativity and productivity. If you see something that calls to you, reach out and I am happy to answer questions.

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Want a preview of what I'm going to be talking about in my keynote for RubyConf? You can catch a glimpse of it here!

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"Your main job is to make your product win." I think this should apply to any product that your company makes. I also like what he says following this statement about what is NOT your main job. I will summarize here: "Your main job is not to make your manager happy, it is not to make execs happy." Also, note, this main job doesn't only apply to PMs, but also to senior Engineering Managers, Tech Leads, and Designers. #makeyourproductwin #leadership

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𝗔𝗿𝗲 𝘆𝗼𝘂 𝗹𝗼𝘀𝗶𝗻𝗴 𝘀𝗹𝗲𝗲𝗽 💤 ? because you can't pinpoint your CI bottlenecks or spot problematic trends? At Pinterest, we faced the same challenges—but we’ve found a solution. 🌟 In our latest Pinterest Engineering blog post 🔗 https://lnkd.in/eJJ_GpGW We share how we’re leveraging honeycomb.io to identify CI root causes through cross-data correlations. Discover our innovative approach for categorizing CI failures in real-time using job log analysis. Learn how to segment CI jobs by agent wait time, script execution, specific Bazel targets, or any other level of detail tailored to your needs. Our enhanced CI observability metrics have let us improve CI stability and boost developer productivity—and they could do the same for you! Check out the blog for the full breakdown and see what’s possible when data-driven decisions guide your CI workflows. 🚀 Let’s make CI faster and more reliable together! #DevOps #DevX #CICD #honeycomb #observability #engineering #softwareengineer

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Thank you so much, Jeremy Kahn for the great conversation this week at Fortune #BrainstormAI on the future of Google Search and how we’re expanding what’s possible with AI. One of the most exciting parts of working on Google Search is the immense opportunity we have with AI to be even more helpful – the truth is, there aren’t just billions of questions that people ask Google every day, there are billions of questions that people don’t ask at all – because it’s too hard to formulate the question, or they aren’t sure whether they’ll get a useful answer. In this next era of Search, we really want to  make it truly effortless to ask any question, make sense of any type of information, across all modalities – whether that’s video, image, or text. That includes asking your question in any way that’s most natural to you - think about Google Lens, where you can search what you see, and get an AI Overview with context and links to better understand it. There’s an even greater opportunity as our AI models continue to improve. Just this week, the Google DeepMind team showed off a range of new capabilities with Gemini 2.0 (https://bit.ly/3ZU3JVe), which we’re already testing in AI Overviews so people can tackle even harder questions. And the Android team shared a glimpse into how we’ll help people better understand and interact with the world around with the new XR operating system (https://bit.ly/3ZRx9TR). What’s most exciting to me is how AI is unlocking entirely new ways to make information useful, so regardless of what language you speak, or your skill level in a particular domain, we can help you understand information effortlessly. I can’t wait for the year ahead for Search – there’s so much more to come! You can check out our full conversation at Fortune Brainstorm AI here: https://bit.ly/3DmPdMA 

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This product was practically built for me. I’ve been waiting for something like it for years, long after I gave up writing on paper almost entirely. Heck, if it wasn’t for having kids, I probably could have gone the last the past decade with the challenge of not writing anything down on paper. Which makes it all the more frustrating at the price point it’s released. This isn’t targeted for grade school students, college students, or young professionals. It’s targeted at prosumers which share the same space as an iPad Air, and the market is already dominated by prosumers who want that product. For those who can’t afford the iPad, Amazon releases tablet computers in the $100 range. I know Remarkable is a much smaller company, and can’t compete on price with Amazon, or volume like Apple. But waiting so long for something I can’t justify the purchase price just hurts. At half the price it would have been a no brainer. It checks practically every box.

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I've been interviewing a lot of people, so I get some variant of this question a lot. What does Remi actually do? I explain our unique business model & opportunity in my latest post. https://lnkd.in/gswR5anB

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While there are certainly individual variations in skill and experience when discussing modern software development the story is much more nuanced than pure individual effort.  * software development is a team sport -- individual performance is heavily impacted by the system in which they are asked to operate in.  * we pair skill and experience to this model of understanding performance by expecting people to be able to influence and adapt in direct proportion to their seniority, aka the more senior you are the more responsible you are for the outcomes of your work, the less senior you are the more your manager and management chain are responsible.  * humans want to succeed, we're social animals who derive purpose from demonstrating skill, and working collectively. All of which is to say there is no way you have over 1000 people underperforming at your company without senior leadership deeply implicated in.  If nearly 10% of your company is failing, versus just having the market move against you, you need to fire the CEO.

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