Joined September 2009
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What is the GRID Data Platform, and what does it do? I thought I'd start my 'miniblog' series off with some of the fundamentals. @GRIDesports builds and operates the GRID Data Platform, technology designed to collect, enrich and distribute data from games. The overarching goal being to empower a sustainable, data-centric ecosystem. Let’s dive into a bit more detail about each of these steps in the pipeline. 1. Data Collection 🧲 Enter, GRID Game SDK. This software is provided to game developers, allowing them to extract data (in real-time) about what is happening in the game, down to the most granular details. These details are then transmitted in small chunks, reducing the infrastructure load and easing integration efforts. 2. Data Enrichment 🏦 As the data arrives at the platform, the first thing necessary is to aggregate all of the small details, building up one comprehensive, usable state. Once this is done, further enrichment occurs, which includes calculating derivative data points, generating deeper statistics and insights, and running the data through models to generate predictions. 3. Data Distribution 📨 What use would this all be if no one could use it? So finally, the GRID Data Platform has a suite of APIs (the GRID Data Feeds) that enable people to consume the different types of enriched data produced (live data, statistics, predictions, etc.), so that they can build their products on top of it. Additionally, the GRID Data Portal framework makes rich UIs available on top of the data, making it accessible for a variety of use cases. That's what the GRID Data Platform does, in a nutshell. There’s a lot of fun challenges involved in the details of scaling and operating such a platform. These will be some tales for another day! #esports #gaming #data #platform #engineering
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Chris King retweeted
Jun 15
We're looking for partners to take FIA Esports to the next level, making motor sport more accessible for all 🏎️ 🏁 #FIAEsports
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Concentration of power, capabilities and economic wealth is the biggest risk in AI. We need open science and open-source more than ever!
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As @IEM Rio gets underway, a throwback to Kraków! It was incredibly humbling to see the GRID logo on one of the biggest stadiums in a sport I have loved since I was 13 💙🧡 (keep watching until the end!) Thank you to everyone who helped make this happen, and to @CounterStrike for being awesome :-)
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I've been talking about the importance of official data accessibility in esports for many years now. In the age extremely cheap automation, this is simpler and doesn't just apply to esports: Accessibility of official data is key.
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100% great advice. For a while I wanted to start a coding bootcamp that purely taught and progressed students by contributions to open source projects. It would be much more effective at training developers rapidly than the "build a terminal noughts and crosses in Java" projects.
People also ask me all the time what to do. I think it was around 2014/2015 when I told them, get good at contributing to big open source projects. This can be Kubernetes, Vitess, a Programming Language, you pick it up. Working on these projects teach you a lot of things. Not just coding, but also how to talk and navigate human issues. How to deliver code, how TO not break existing stuff and so on. With Agents and LLM tools, I think it became even more important if you want to be a step ahead of everyone also have experience. It actually reminds me of a medieval guild. You join as an apprentice, do the hard work, learn the tools, make mistakes (under guidance), and slowly earn trust of other people through your contributions. I still don't understand how people just totally skip contributing and growing with OSS projects. There are many ways, but this one is solid, and free as well. All it takes is your hard work.
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Really interesting concept
Much like the switch in 2025 from language models to reasoning models, we think 2026 will be all about the switch to Recursive Language Models (RLMs). It turns out that models can be far more powerful if you allow them to treat *their own prompts* as an object in an external environment, which they understand and manipulate by writing code that invokes LLMs! Our full paper on RLMs is now available—with much more expansive experiments compared to our initial blogpost from October 2025! arxiv.org/pdf/2512.24601
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A very Happy New Year to all 🎇 As the first day of 2026 comes to a close, I've had some nice time reflecting on some key moments of 2025. A few of my personal highlights: ✅ Successful GRID product launches that set the direction for the coming year: GRID Play and GRID Bet. 🎙️ Speaking on a panel ("You had me at in-game data" :-)) at GRID's own Gamescom side-event. 💡 The Product Engineering full-team meet up with plenty in-depth discussion on the most key technical challenges, and how we're going to solve them. Looking forward - 2026 is a year I'm really excited for. Not only are there are many more GRID milestones in the works (#staytuned 📻), but it's also just exceptionally exciting to be working in technology at such a transformative and impactful time in history. Thank you to everyone who made 2025 what it was, let's make 2026 just as great 🫶
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The software industry's AI transformation is fascinating. There's still plenty for engineers to do (and plenty that can go wrong if they don't do it), but the empowerment these tools offer when used well is mesmerising. What is extremely interesting is the development of techniques and best-practices that work at scale in order to channel this investment into sustained high value output. Lots to do here, but the reward is huge!
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Very cool, keep up the great work!
Day 16 of build in public Manual scouting is obsolete. We are building the ultimate competitive edge at SkillWager.io introducing the (work-in-progress) skilltracker feature. I’m currently architecting a deep analytics pipeline using the @GRIDesports & @riotgames Data API for the @Cloud9 hackathon with @jetbrains to completely automate the pre-match intelligence phase for our players. The goal? A "one-click" tactical engine integrated right into the platform. Instead of guessing, our backend is building a data ingestion pipeline that: 1️⃣ Scours deep match telemetry from an opponent's recent history. 2️⃣ Identifies behavioral patterns—from default site setups (VAL) to draft comfort zones (LoL). 3️⃣ Generates a concise "Cheat Sheet" exposing their strategic habits before the match starts. On SkillWager.io you don’t just play; you prove your skill. And the best way to secure the bag is to know your enemy better than they know themselves. Data is the new gold in esports and competitive play. We’re just making it actionable. 🟢 #BuildInPublic #EsportsData #SkillWager #IndieDev #GameAnalytics I had 0 working knowledge about this two days ago the sky is the limit.
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Really excited to see this happening! Good luck to all participating - can’t wait to see what people build 🚀
9 Dec 2025
Join us for the Sky's The Limit - Cloud9 x @JetBrains Hackathon with esports data powered by @GRIDesports! 👾 You could win any of these prizes when you participate: ✈️ All-expense paid trip to the GDC Festival of Gaming 🧑‍💻 JetBrains All Products Pack (1 Year License) 🎉 $25k Prize Pool Enter your submissions here before Feb 3rd: c9.gg/hackathon
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Chris King retweeted
We’re excited to announce that Sportstensor is partnering with @GRIDesports to transform official esports data into market intelligence. Data is everything in predictive modelling. Scraping websites that scrape other websites dilute alpha before you even start. Public data gets you to the starting line but that's where everyone else is too. Trusted by Riot Games, Ubisoft, BLAST, ESL FACEIT Group, and other esports rights holders, GRID pulls data straight from the source: the game servers themselves. No intermediaries. No degradation. This is the edge that gets you to the finish line. Together we're building intelligence on official data to capture the $2.8 billion esports market. Ushering in the next wave of market intelligence that will flow into @almanac_market and @polymarket. Official data. Predictive power. Market truth.
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Reflecting today on a great week at @gamescom last week. Nice as always to see some old faces, but also meet many new ones, and get a chance to speak with partners and others in the industry about innovative new ideas and solutions, and the technology that stimulates them. For the first time, we also ran a @GRIDesports event together with our partners, @Getgud_io, with a focus on how the landscape is changing with regards to use cases revolving around in-game data, and the importance to invest early in an infrastructure that allows you to tap into the potential it holds for studios, big and small. Fascinating discussions, technology and games in every direction as far as the eye could see, and the odd Kölsch in between 🍻 - 10/10
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After a great Devcom, it’s time for Day 1 of @gamescom! Ready for a day talking non-stop about in-game data - the best kind :-)
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It's brilliant to be working with the @LegionTD2 team at @ninjakiwigames, the first partner to launch for GRID Play. As you might expect from a title with such strategic depth, they really understand the key role data plays in the engagement of their player base and development of their game. I'm very excited for this partnership!
14 Aug 2025
New partnership unlocked 𝗚𝗥𝗜𝗗 × 𝗡𝗶𝗻𝗷𝗮 𝗞𝗶𝘄𝗶 🤝 𝗚𝗥𝗜𝗗 𝗣𝗹𝗮𝘆 is powering Legion TD 2 ✔ Full playerbase in-game data ✔ Leaderboards & post-match stats ✔ Dev analytics portal ✔ Built on GRID’s AAA esports data infrastructure Learn more → grid.gg/grid-ninja-kiwi-legi… #GRIDPlay #LegionTD2
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The time of year is nearly upon us - #gamescom week! 🙌👾🕹️ It’s been a few years since I was last in Cologne, so I’m extra excited to be back with the amazing GRID team (@eSportsMoritz , @fullglori , @markbate) for #Devcom #Gamescom. Having and successfully executing an in-game data strategy has never mattered more - AI better tools are unlocking huge value for game developers and their communities. I think missing out on this wave would be a huge missed opportunity.
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The moment Cologne got a @CounterStrike Major.
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A beautiful sight - the @GRIDesports Data Platform up and running at @IEM. What a moment, 7 years since initially launching with the London FACEIT major in 2018.
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