Ramin Bozorgzadeh

Is this the end of embeddings? Hear from Josh and Tashrish on the pros and cons of using embeddings-based RAG for document data extraction and our experiments with switching to completions-only RAG.

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Classifying transactions remains an unsolved problem. Seems like it's something that someone should've figured out by now. Yet, it hasn't. We've made huge strides on this front and we're publishing an in-depth article about our Classification Engine. Our very own Joel Ray Gregorio, CPA explains how we use AI to help firms dramatically improve their transaction coding. From reducing manual workloads to elevating accuracy, our engine is having a major impact on the way that teams manage financial data. Within the article, Joel covers everything from cleaning up messy books to smart predictions and broader scenario coverage. We also cover the 4 key benefits that Truewind customers – from top 100 firms to solo practitioners – have seen after integrating our engine into their workflows. 🔗 For the full piece, check out the link here: https://lnkd.in/dgJU8NKP

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🎉 Pendo Listen is now available on the Pendo One platform 🎉 Listen helps you turn customer feedback into actionable insights and build products your customers love. Listen enables you to capture feedback, validate ideas using Analytics and Guides, and make strategic roadmaps - so you can confidently prioritize your work and build products. Pendo is uniquely positioned to combine quantitative data (Analytics), qualitative data (Listen), and visual data (Session Replay) in a single platform. Best of all, Pendo Listen utilizes AI at every step to save you time and allow you to focus on what your customers need most. Learn more: https://lnkd.in/eTPR4HiQ

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After a year of work my book Building A Startup - A Primer For The Individual Contributor is finally available! https://lnkd.in/erThxvpP If you’re working in or around startups as an IC or technical leader this book is for you. It’s based on 20 years of startup work and will help set you up for success to do more with less, move faster and more correct, and spend more time building features and product people love and less time banging your head at roadblocks and bottlenecks.

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At Speakeasy we love working with devex leaders like Michael Heap to continuously raise the bar for what is "best in class" 🔥 We've been super lucky to work with him on what makes a great developer experience for iac and terraform. Come hear him and Thomas Rooney talk through how you can leverage OpenAPI and your API supply chain to build a provider and unlock the Terraform ecosystem. Link to the livestream in the comments 👇 #terraform #codegeneration #openapi

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Want to solve your clients’ biggest challenges? → start listening to them → ask them questions → solve their pain Our clients face significant challenges: - Finding reliable dev talent - Managing project timelines - Ensuring quality outcomes → So, we solved it for them. We offered: - pre-vetted agencies - rapid matches within 72 hours - ongoing support until they have selected the right fit agency → The goal is to make life easier for them. And that’s how any business is supposed to be done. Agree? 👍 if you agree  ♻️ repost to share with your network

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“Codegen tools are broken.” They churn out boilerplate, need endless fixes, and rarely feel… smart. So when I asked Codebuff to create a browser-based Minecraft game, I wasn’t sure what to expect as I just told it: 👉 “generate a basic minecraft clone that runs in my browser that lets me move around in the world, explore it, and mine blocks. keep going until it's very recognizable as a minecraft game.” And here’s what happened: ✅ Hover effects to show where blocks drop. ✅ Particle effects when blocks are destroyed. ✅ An instruction overlay showing block types. Codebuff uses two agents: 👨‍💻 A Developer agent to write features. 🕵️‍♂️ A Product Manager agent to critique and refine. The best part? The game actually works. We showed a basic version to a dozen people, and each added their own ideas and features to our project. Check out the demo video for the final version. Check out our Substack post for more information: https://lnkd.in/gVFp4H69

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At InVision, we worked with some amazing software vendors. I know I've talked about most of these in the past; but, I just want to give a final shout-out to some of my favorites: * LaunchDarkly - feature flags completely changed the way we approached product development. And, allowed us to all but eliminate our incidents and outages (shameless plug for my own book: https://lnkd.in/ehxiy6bY). * Postmark - delivered all of our outbound emails and powered our inbound reply-by-email workflows with flawless uptime and befuddling performance. * Pusher - powered our real-time collaboration via WebSockets, bringing our UIs to life and keeping browsers synchronized. * Intergral | FusionReactor APM - gave us deep insights into our JVM performance, allowing us to track down SQL, API, and processing bottlenecks. * Datadog - truly world-class metrics, alerting, and monitoring. * Adobe ColdFusion / Lucee CFML - the programming language and application server that allowed us to move fast, keep things simple, respond to users, and build wonderful things. * Cloudflare - your CDN, WAF, and web workers took a beating so that our origin servers could stay online. * Amplitude - connected me to the users by giving us insight into what our users were actually doing (or not doing). At one point, I think we had over 300 different SaaS subscriptions; so this list is faaaaar from exhaustive. And, I'm sure I'm forgetting other beloved services. And, many of our teams worked with entirely different technologies. This is just my little corner of the organization. And, I couldn't have done it without them. Thank you so much! ❤️

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We're looking for a senior-staff PM now at Honeycomb, who will drive and own a multi-year vision for a net-new, permanent and significant expansion of Honeycomb's product surface area: https://lnkd.in/g2sM_TfC I’ve sat in this role for 3.5 years now, on and off, so you’ll be inheriting a lot of my regretful decisions. But I’m here to help you navigate that! It involves big data (for real), deep OSS involvement, lots of customers who love the product, and a great team to boot. If you like the idea of thinking through how you’ll turn 10M events per second into 100k, without breaking the bank, and making it as semi-automatic as possible, without losing signal on that data, and building a compelling UI that lets people build and monitor this stuff, this might be up your alley! Wanna talk with tons of customers and spicy sales engineers who have to sometimes commit code crimes to make stuff work, and then tell you about it? Wanna make painful prioritization decisions? Wanna find a way to execute on a multi-year vision and not get lost along the way? Click the link above. Wanna eat shit in front of a customer whose exact set of constraints violates every tradeoff decision you made? And then go back to them 4 months later with the good news that you’ve fixed it all? Come say hi! Wanna try to wrap your head around someone's perceived notions of how observability works, and find creative ways to reorient their worldview? Hi hello please apply. Wanna get deeply involved in the #opentelemetry community, become a core contributor, attend lots of community events, and be continuously infused with customer problems and feedback and also overall industry directions? You know what to do. Wanna work with a very product-minded engineering team who will push you to get stuff done? Wanna be a part of a group that is usually fast, usually right on the first go of things, and isn't afraid to try things and maybe pull them back if they're not working? Wanna have fun too? Clicky clicky.

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Nature is healing: https://lnkd.in/dztKzJw4

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The Missing Readme is a great book to share with your development teams and their mentors. Surprisingly concise and readable, it's a great guide for developing professionalism, craftsmanship and a sense of engineering culture in your teams. https://lnkd.in/ghH8UMHv

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iManage in the press! Are you ready for the latest round-up of ungated content? If so, check down below: TechRound spills the tea on how iManage overcame its challenges, shaped its evolution and market position: https://lnkd.in/e-V4UTGF Notified shares its predictions on the global legal tech market: https://lnkd.in/e7HqyAxa Alex Smith, Global Product Lead for Knowledge, Search and AI, iManage, shares his thoughts on how billable time should be approached differently now that AI has reduced workflow times from days to hours: https://lnkd.in/emUNPpWJ Jack Shepherd, Legal Practice Lead, iManage, shares his insights on the impact of agentic AI and why you should exercise caution: https://lnkd.in/eW-DZXQ2 #iManage #AI

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How do you keep engineering teams aligned with business goals while embracing innovation? Ada, the world’s leading customer service automation company, found the answer with Jellyfish. When pivoting to a generative-first strategy, Ada faced a key challenge: balancing innovation with supporting existing customers. They needed clarity on how their teams worked and invested their time. With Jellyfish, they achieved: 🚀 A 14% improvement in cycle times 🎯 Ranked in the top 97th percentile for “days with commits” 📈 Over 10% growth in technical investments “Jellyfish has become our go-to dashboard to understand how we’re operating as a team at a glance,” says William Mora, Head of Engineering at Ada. Now, Ada’s team is striking the perfect balance—focusing on reliability, experimentation, and investments that drive their business forward. Read the full story. Link in comments👇

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NEW: Internal Threads Internal threads allow you to spin up conversations in Slack from Pylon. It's great when you want to start a conversation with someone, but they primarily use Slack (e.g. engineers, product people or anyone who isn't living out of the support system). Common internal threads we are creating at Pylon: 1/ #bugs to report a potential bug 2/ #project channels to ask a team a question about a specific feature 3/ #feedback to report product feedback to the team It's been one of the most game-changing features we've released and we're so excited to share it with everyone. Enjoy!

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Those of you out there using Claude, make sure to enable the new artifacts feature (still in preview). It's super useful, it can even under certain circumstances run code it generates so you can preview the results. Try it!

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While some folks hire entire Figma design teams for their personal websites, I'm here at 6:30 AM explaining to my partner why I need a third coffee to "write stuff." 2022: "I'll share monthly insights about building companies!" 2024: checking it -> Writing consistency matches crypto winter performance 📉 But look - AI got better at English faster than I got better at writing. That's what we call product-market fit. New strategy for 2025 - Actually write 12 articles - Convince partner these dawn coffee raids are essential business ops Track my progress (or lack thereof) here: https://lnkd.in/e6bkkxvH P.S. If my partner reads this - yes, this is exactly what I'm doing at 6:00 AM either wiring or reading the book. Note: Will open source my coffee consumption metrics in Q3 2025. Full transparency, like web3 promised.

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Hey friends - have you used Kafka and can share pain points & feelings on usability? I have a friend working on a project to improve the dev-friendliness and would love to chat (just 15-30 mins) if you're open to it -- comment below :)

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