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Wojtek (WojTech) Trocki

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Facilitating seamless communication between software and people. #AI #CLOUD #API #DB #Security #Tooling

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An IIT Delhi friend shared something shocking. When he graduated 95% of CS grads moved to the US. This year only 5% did. IITs don’t monopolize talent, but America’s comp adv has always been attracting the best. If many no longer want or can’t come, what does that mean for the US?


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We just launched Voyage-context-3, a new embedding model that gives AI a full-document view while preserving chunk-level precision that offers better retrieval performance than leading alternatives. When building AI that reads and reasons over documents (such as reports,…


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"I use AI in a separate window. I don't enjoy Cursor or Windsurf, I can literally feel competence draining out of my fingers." @dhh, the legendary programmer and creator of Ruby on Rails has the most beautiful and philosophical idea about what AI takes away from programmers.


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Life is Lived in The Arena nav.al/arena @naval : Life is lived in the arena. You only learn by doing. And if you’re not doing, then all the learning you’re picking up is too general and too abstract. Then it truly is hallmark aphorisms. You don’t know what applies…


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Context Engineering Guide I'm writing a detailed guide on context engineering for AI devs. v1 is out now! (bookmark it) I use a concrete deep research multi-agent example to show what context engineering involves.

omarsar0's tweet image. Context Engineering Guide

I'm writing a detailed guide on context engineering for AI devs.

v1 is out now! (bookmark it)

I use a concrete deep research multi-agent example to show what context engineering involves.

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Always the same story: Google builds an amazing *internal-only* tool that is better than anything else out there. Never turns it into an external product. Microsoft meanwhile uses the same products they build for external devs. And this is why Microsoft beats Google w dev tools

GitHub PR review tool is way behind Google's internal code review tool. For performance, usability, and features



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I’ve lived in India, Canada, the UK & Nigeria—and traveled the world—but the USA gave my family opportunities we couldn’t find anywhere else. It’s not perfect, but it’s uniquely generous to those who dream big and work hard. So grateful. 🇺🇸 #July4th


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The future of software development is agent-native. At MongoDB, we’re already seeing big gains using Factory (powered by @VoyageAI) to accelerate dev workflows and automate tasks. This is just the beginning.

Software development is more than just coding. Introducing Droids -- the world's first software development agents. 🤖 Starting today, Droids are available for general access. Factory integrates with your entire engineering system (GitHub, Slack, Linear, Notion, Sentry) and…



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more context around the claude prompt dbreunig.com/2025/05/07/cla…


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Louder for people in the back I’m sick and tired of half-baked AI features released that make products worse and cannot be turned off Gemini for Google Docs / Sheets is one of many examples (this reminds me daily of what a feature that should have not been released looks like)

AI is awesome, but do you know what else is awesome? Not releasing AI-powered features until you've actually built something that's way better than what it was without. Not every feature you build or explore has to ship! (Apple used to know this).



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There's a new paper circulating looking in detail at LMArena leaderboard: "The Leaderboard Illusion" arxiv.org/abs/2504.20879 I first became a bit suspicious when at one point a while back, a Gemini model scored #1 way above the second best, but when I tried to switch for a few…

Thanks for the authors’ feedback, we’re always looking to improve the platform! If a model does well on LMArena, it means that our community likes it! Yes, pre-release testing helps model providers identify which variant our community likes best. But this doesn’t mean the…



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I'm now doing "queries" like this (that I could not do before): "Has there been an unsual spike of signups the last 2 months?" "What are suspicious-looking emails signing up recently? Any patterns?" "Which domains have the most number of signups?" "How many unclaimed promo…


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About the "Red Hat Middleware moving to IBM" subject, this was the best reading I have had in the last weeks. Thanks @nmcl ! You are an inspiration for everyone on the team. markclittle.blogspot.com/2025/03/red-ha…


“Always use git hash for Thrid Party Actions” — @wojtroken medium.com/p/best-pattern… #tjactions


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The risk of hallucinations currently holds enterprises back from deploying AI apps. Excited to share that VoyageAI has joined MongoDB to make high-quality AI-powered search and retrieval easy, enabling organizations to build trustworthy AI apps at scale. mongodb.com/blog/post/rede…


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AI still has a hallucination problem: How MongoDB aims to solve it with advanced rerankers and embedding models venturebeat.com/ai/ai-still-ha…


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.@dittycheria, @MongoDB CEO, discusses what he's seeing in the NYC tech scene and the latest AI trends:


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OpenAI just dropped a paper that reveals the blueprint for creating the best AI coder in the world. But here’s the kicker: this strategy isn’t just for coding—it’s the clearest path to AGI and beyond. Let’s break it down 🧵👇

MatthewBerman's tweet image. OpenAI just dropped a paper that reveals the blueprint for creating the best AI coder in the world.

But here’s the kicker: this strategy isn’t just for coding—it’s the clearest path to AGI and beyond.

Let’s break it down 🧵👇

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