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14.3 million parcels visualized across Texas. Draw a shape, query DuckDB, tabulate surface ownership instantly. Modern geospatial tooling brings powerful land analytics to your laptop.

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Kyle Walker

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35,714 views • 4 months ago •via X (Twitter)

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Texas makes 14.3 million parcels available as open data. Modern geospatial tooling unlocks it in a web browser.
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Texas makes 14.3 million parcels available as open data. Modern geospatial tooling unlocks it in a web browser.

Kyle Walker

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14.3 million Texas parcels in a browser. Click anywhere, query the full database in real time. No server. No complex infrastructure. Just modern geospatial tech on a laptop.
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14.3 million Texas parcels in a browser. Click anywhere, query the full database in real time. No server. No complex infrastructure. Just modern geospatial tech on a laptop.

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🚀 SamGeo v0.14.0 is here! This release brings interactive segmentation for remote sensing imagery powered by Meta’s SAM3. 🟦 Draw a bounding box to automatically detect all similar objects across the image. 📝 Or just type a text prompt to segment objects instantly. No complex setup. No manual labeling. Just intuitive, AI-driven geospatial analysis. 🔗 GitHub: 🧪 Notebook: #SAM3 #GeoAI #Geospatial #OpenSource #Python #DataScience
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🚀 SamGeo v0.14.0 is here! This release brings interactive segmentation for remote sensing imagery powered by Meta’s SAM3. 🟦 Draw a bounding box to automatically detect all similar objects across the image. 📝 Or just type a text prompt to segment objects instantly. No complex setup. No manual labeling. Just intuitive, AI-driven geospatial analysis. 🔗 GitHub: 🧪 Notebook: #SAM3 #GeoAI #Geospatial #OpenSource #Python #DataScience

Qiusheng Wu

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There are 5 million oil and gas wells across the US - but you want to know what's going on in your area. AI helps you cut through the noise. Draw a shape on the map, query the wells - AI tells you who's operating, what they're drilling, how deep they're going.
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There are 5 million oil and gas wells across the US - but you want to know what's going on in your area. AI helps you cut through the noise. Draw a shape on the map, query the wells - AI tells you who's operating, what they're drilling, how deep they're going.

Kyle Walker

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My most popular post of the year: mapping 1.7 million Texas oil & gas wells with zero performance lag. Draw a lasso, instantly query operators. There are so many opportunities for advanced GIS + AI to impact oil and gas, helping operators, mineral buyers, brokers, and more.
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My most popular post of the year: mapping 1.7 million Texas oil & gas wells with zero performance lag. Draw a lasso, instantly query operators. There are so many opportunities for advanced GIS + AI to impact oil and gas, helping operators, mineral buyers, brokers, and more.

Kyle Walker

542,801 views • 9 months ago

GeoLibre v0.9.0 is out. GeoLibre is a lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data across desktop and web environments, with a responsive layout for mobile screens. This release turns GeoLibre into a far more complete analysis environment. Highlights: - New cloud data panels for Microsoft Planetary Computer and Google Earth Engine, plus an Overture Maps plugin and federal Web Services plugins, including NASA Earthdata, USGS National Map, EPA EnviroAtlas, FEMA NFHL - Accessing 1000+ NASA Earthdata layers with a few simple clicks - Time Slider plugin for animating time series raster and vector data - SQL Workspace: run DuckDB Spatial SQL directly against loaded layers, local files, and remote URLs, with query history and one-click "add results to map" - Conversion tools: Vector to GeoParquet, CSV to GeoParquet, and Raster to COG, running in the browser with DuckDB-WASM - Controls menu with Measure, Bookmark, Minimap, View State, and Print Everything is open source. Try it in your browser, install the desktop app, or self-host it. Live demo: GitHub: Feedback and contributions are welcome. #GIS #Geospatial #OpenSource #MapLibre #DuckDB #WebGIS #GeoLibre
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GeoLibre v0.9.0 is out. GeoLibre is a lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data across desktop and web environments, with a responsive layout for mobile screens. This release turns GeoLibre into a far more complete analysis environment. Highlights: - New cloud data panels for Microsoft Planetary Computer and Google Earth Engine, plus an Overture Maps plugin and federal Web Services plugins, including NASA Earthdata, USGS National Map, EPA EnviroAtlas, FEMA NFHL - Accessing 1000+ NASA Earthdata layers with a few simple clicks - Time Slider plugin for animating time series raster and vector data - SQL Workspace: run DuckDB Spatial SQL directly against loaded layers, local files, and remote URLs, with query history and one-click "add results to map" - Conversion tools: Vector to GeoParquet, CSV to GeoParquet, and Raster to COG, running in the browser with DuckDB-WASM - Controls menu with Measure, Bookmark, Minimap, View State, and Print Everything is open source. Try it in your browser, install the desktop app, or self-host it. Live demo: GitHub: Feedback and contributions are welcome. #GIS #Geospatial #OpenSource #MapLibre #DuckDB #WebGIS #GeoLibre

Qiusheng Wu

42,457 views • 3 months ago

Nobody knows your sites, land, and communities better than you do. Now you can turn that local knowledge into custom map layers with the new classify tool in Google Earth on the web, in Experimental. ✏️ Draw your area: Outline a site, or select a polygon already in your map project. Pick a year, 2017 to 2025. 🗂️ Name your own classes: Define the categories your work depends on, from plant species and dry brush to cleared firebreaks. 📍 Label and iterate: Place sample points across your site. Google Earth reads every 10-meter square, fills in the rest, and sharpens as you add points. No code required. 📤 Share and export: Your custom layer lives in your map project, and you can download your work as a GeoJSON file for further analysis. Google's leading geospatial models are now within reach for professionals who want to save time, or who never trained in geospatial coding.
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Nobody knows your sites, land, and communities better than you do. Now you can turn that local knowledge into custom map layers with the new classify tool in Google Earth on the web, in Experimental. ✏️ Draw your area: Outline a site, or select a polygon already in your map project. Pick a year, 2017 to 2025. 🗂️ Name your own classes: Define the categories your work depends on, from plant species and dry brush to cleared firebreaks. 📍 Label and iterate: Place sample points across your site. Google Earth reads every 10-meter square, fills in the rest, and sharpens as you add points. No code required. 📤 Share and export: Your custom layer lives in your map project, and you can download your work as a GeoJSON file for further analysis. Google's leading geospatial models are now within reach for professionals who want to save time, or who never trained in geospatial coding.

Google Earth

48,921 views • 12 days ago

I posted that I built a land acquisition intelligence platform that looks at 1.5M parcels of land across the I-85 corridor for data center and industrial conversion potential. My DMs blew up, had over 130 real estate folks reach out. So I wanted to walk through some of my favorite features in the product, and show you the UI we built. ALL of this was done with Claude code. 1/ A full-screen map explorer rendering 1.5M parcels as vector tiles across 14 North Carolina counties. Click any parcel and get zoning, ownership, tax history, and acreage instantly. 2/ Proximity scoring to every I-85 interchange, power substation, transmission line, and gas pipeline. The parcels closest to infrastructure light up first. 3/ A farmland confidence score (0-100) that cross-references tax programs, land use codes, and acreage heuristics so you're not wasting time on parcels that look like farmland but aren't. 4/ A motivated seller detection engine that flags out-of-state owners, estates and trusts, tax delinquency, long hold periods, and declining assessed values. The sellers most likely to pick up the phone. 5/ Conversion readiness scoring that measures how likely a parcel is to get rezoned for industrial use based on what's already been approved around it. 6/ A composite acquisition score (0-100) with configurable weights. Every fund has different criteria. Drag the sliders and the entire map re-ranks in real time. 7/ Active listing integration pulling 2,100 listings from public sources so you can see what's already on the market alongside off-market opportunities. 8/ A document generation suite that produces institutional-grade investment memos, slide decks, and automated intelligence briefs. Click a parcel, click export, hand it to your investment committee. 9/ Alert monitoring for zoning changes, ownership transfers, and new listings that match your criteria. The platform watches the corridor so your team doesn't have to. Happy to record a longer video when I'm done.
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I posted that I built a land acquisition intelligence platform that looks at 1.5M parcels of land across the I-85 corridor for data center and industrial conversion potential. My DMs blew up, had over 130 real estate folks reach out. So I wanted to walk through some of my favorite features in the product, and show you the UI we built. ALL of this was done with Claude code. 1/ A full-screen map explorer rendering 1.5M parcels as vector tiles across 14 North Carolina counties. Click any parcel and get zoning, ownership, tax history, and acreage instantly. 2/ Proximity scoring to every I-85 interchange, power substation, transmission line, and gas pipeline. The parcels closest to infrastructure light up first. 3/ A farmland confidence score (0-100) that cross-references tax programs, land use codes, and acreage heuristics so you're not wasting time on parcels that look like farmland but aren't. 4/ A motivated seller detection engine that flags out-of-state owners, estates and trusts, tax delinquency, long hold periods, and declining assessed values. The sellers most likely to pick up the phone. 5/ Conversion readiness scoring that measures how likely a parcel is to get rezoned for industrial use based on what's already been approved around it. 6/ A composite acquisition score (0-100) with configurable weights. Every fund has different criteria. Drag the sliders and the entire map re-ranks in real time. 7/ Active listing integration pulling 2,100 listings from public sources so you can see what's already on the market alongside off-market opportunities. 8/ A document generation suite that produces institutional-grade investment memos, slide decks, and automated intelligence briefs. Click a parcel, click export, hand it to your investment committee. 9/ Alert monitoring for zoning changes, ownership transfers, and new listings that match your criteria. The platform watches the corridor so your team doesn't have to. Happy to record a longer video when I'm done.

Todd Saunders

86,870 views • 6 months ago

🚀 GeoLibre just passed 5,000 stars on GitHub, in only two months! GeoLibre went public on May 27, and the community has already pushed it past 5,100 stars and 500+ forks. Thank you to everyone who starred, forked, filed issues, opened pull requests, and shared the project. For those just discovering it: GeoLibre is a free and open-source, lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs everywhere you do, in the web browser, on the desktop, on mobile, and inside Jupyter notebooks, all while keeping your data local and private. Key features of GeoLibre: - Runs anywhere: the same app ships as a native desktop app, a browser web app, a native Android app, and a Jupyter widget. - Local and private by default: load and analyze GeoJSON, GeoParquet, GeoPackage, Shapefile, COG, LiDAR, 3D Tiles, and more, right in the browser. - Powered by open source: built on MapLibre GL JS, DuckDB-WASM Spatial, Tauri, React, and TypeScript. - Spatial SQL in the browser: query your data with DuckDB Spatial, PostGIS via PGlite, and Apache Sedona. - Extensible: a growing plugin system for cloud data, federal web services, and custom tools. - Supports 12 planetary basemaps: Earth, Mars, the Moon, Mercury, Venus, and more. Two months in, we have already shipped 25 releases, the latest being v2.4.0. There is a lot more to come, and the best way to shape it is to jump in. Try it out - Launch GeoLibre Web: - GitHub: - Documentation: - Release notes: If GeoLibre is useful to you, a star on GitHub and a share here go a long way. Thank you for an incredible first two months. #geospatial #opensource #MapLibre #GeoLibre
0:20

🚀 GeoLibre just passed 5,000 stars on GitHub, in only two months! GeoLibre went public on May 27, and the community has already pushed it past 5,100 stars and 500+ forks. Thank you to everyone who starred, forked, filed issues, opened pull requests, and shared the project. For those just discovering it: GeoLibre is a free and open-source, lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs everywhere you do, in the web browser, on the desktop, on mobile, and inside Jupyter notebooks, all while keeping your data local and private. Key features of GeoLibre: - Runs anywhere: the same app ships as a native desktop app, a browser web app, a native Android app, and a Jupyter widget. - Local and private by default: load and analyze GeoJSON, GeoParquet, GeoPackage, Shapefile, COG, LiDAR, 3D Tiles, and more, right in the browser. - Powered by open source: built on MapLibre GL JS, DuckDB-WASM Spatial, Tauri, React, and TypeScript. - Spatial SQL in the browser: query your data with DuckDB Spatial, PostGIS via PGlite, and Apache Sedona. - Extensible: a growing plugin system for cloud data, federal web services, and custom tools. - Supports 12 planetary basemaps: Earth, Mars, the Moon, Mercury, Venus, and more. Two months in, we have already shipped 25 releases, the latest being v2.4.0. There is a lot more to come, and the best way to shape it is to jump in. Try it out - Launch GeoLibre Web: - GitHub: - Documentation: - Release notes: If GeoLibre is useful to you, a star on GitHub and a share here go a long way. Thank you for an incredible first two months. #geospatial #opensource #MapLibre #GeoLibre

Qiusheng Wu

94,705 views • 1 month ago

Would like yalls feedback: Foreign land ownership, that SB 17 (2025) is supposed "prevent", is a significant issue facing Texans. SB 17 is entirely reactive and relies on anonymous tips and red flags AFTER the sale is complete. Only after a tip is received, then MAYBE an investigation will happen. It also does nothing to stop leasing from the countries on the "banned" list. That's unacceptable and it functionally does nothing to stop our land from being bought up by countries on the "banned" list (China, Iran, North Korea, & Russia). It also doesn't address the large purchasing of our land from countries not on that list. Let's break it down: 🟥As it stands, the Texas land owned by Countries that SB 17 is limited to represents around 2 to 3% of the share of foreign held agricultural land in Texas. Canada, Netherlands, Italy, UK, Germany, "other Europe", and Mexico comprise 94% of foreign owned ag land in Texas totaling around 4,900,000 acres. 🟥We are relying entirely on federal data sources like the USDA's Agricultural Foreign Investment Disclosure Act (AFIDA) reports, which only focus on agricultural land. That report relies on voluntary compliance from the reporting entities (like an actual bad-actor is going to voluntarily tell the truth) and there are no audits to verify beneficial ownership…There is NO State level tracking. 🟥A significant additional problem is the half a million acres of Texas land owned by foreign entities under shell companies with unclear or unlisted foreign ownership. Even more concerning for Texas is the estimated 1 to 2 MILLION additional acres of residential & commercial land that is foreign owned. Here is some potential (we want your feedback on this) fixes Doc Pete Chambers is looking at implementing: 🟩Doc will introduce legislation that requires mandatory beneficial ownership disclosure and real estate professionals (e.g. title companies and brokers) to conduct checks and halt sales if foreign entities are on or tied to Global Power Competitor listing. 🟩Add language in legislation to treat any lease from foreign entities totaling over 3 years as violating the SB 17 prohibition on foreign land leases > 1 year. Require landlords to file annual reports if a foreign tenant has greater than 2 years of cumulative control. ➡️Nothing is stopping foreign countries, even the ones on the "banned" list from leasing land and then renewing that lease each year. It's a dangerous loophole that creates conditions where even the countries America specifically has an adversarial relationship with can lease the land for a hundred years if they wanted. ➡️We can approach business investments (i.e. building a factory or hard structure that employs Texans) from countries not on the Global Power Competitor listing on a separate exemption where they are allowed to exceed lease prohibition limits due to the positive economic impact on that local economy. (we definitely want your feedback and ideas on this because Doc doesn't want to negatively impact employment and the economy, but we have to draw a line on the ridiculous lease loophole.) 🟩Creating a State public registry of existing foreign land ownership (none currently exists) and aggressively auditing. ➡️Already owned land is mostly out of the hands of the Governor to impact. These countries have already entered into contracts and have the titles to this land (talking about the European countries we listed earlier, not China, NK, etc.). Surprisingly significant legal hurdles exist to force divestment of these already held lands. What we can do is start tracking it for public and defense purposes. 🟩Hold sellers, real estate agents, title insurers, and attorneys legally liable for facilitating violations. ➡️No one should profit by intentionally selling out their neighbors to foreigners. It's well past time we put our people first over making more and more money. At some point there will be little to nothing left for younger Texans and future generations, or it will be prohibitively expensive/inaccessible. We have to avoid this. 🟨The idea was floated, and we have considered, setting citizenship requirements in order to purchase land...but there are very surprising legal and Constitutional hurdles that would ensure such action would not survive. As strange as that sounds, there are multiple federal treaties, federal preemption prohibitions, and Supreme Court case precedent that would ensure such action would fail. Until something significantly changes federally, we have to operate within the bounds of what is feasible and what is the law.
0:24

Would like yalls feedback: Foreign land ownership, that SB 17 (2025) is supposed "prevent", is a significant issue facing Texans. SB 17 is entirely reactive and relies on anonymous tips and red flags AFTER the sale is complete. Only after a tip is received, then MAYBE an investigation will happen. It also does nothing to stop leasing from the countries on the "banned" list. That's unacceptable and it functionally does nothing to stop our land from being bought up by countries on the "banned" list (China, Iran, North Korea, & Russia). It also doesn't address the large purchasing of our land from countries not on that list. Let's break it down: 🟥As it stands, the Texas land owned by Countries that SB 17 is limited to represents around 2 to 3% of the share of foreign held agricultural land in Texas. Canada, Netherlands, Italy, UK, Germany, "other Europe", and Mexico comprise 94% of foreign owned ag land in Texas totaling around 4,900,000 acres. 🟥We are relying entirely on federal data sources like the USDA's Agricultural Foreign Investment Disclosure Act (AFIDA) reports, which only focus on agricultural land. That report relies on voluntary compliance from the reporting entities (like an actual bad-actor is going to voluntarily tell the truth) and there are no audits to verify beneficial ownership…There is NO State level tracking. 🟥A significant additional problem is the half a million acres of Texas land owned by foreign entities under shell companies with unclear or unlisted foreign ownership. Even more concerning for Texas is the estimated 1 to 2 MILLION additional acres of residential & commercial land that is foreign owned. Here is some potential (we want your feedback on this) fixes Doc Pete Chambers is looking at implementing: 🟩Doc will introduce legislation that requires mandatory beneficial ownership disclosure and real estate professionals (e.g. title companies and brokers) to conduct checks and halt sales if foreign entities are on or tied to Global Power Competitor listing. 🟩Add language in legislation to treat any lease from foreign entities totaling over 3 years as violating the SB 17 prohibition on foreign land leases > 1 year. Require landlords to file annual reports if a foreign tenant has greater than 2 years of cumulative control. ➡️Nothing is stopping foreign countries, even the ones on the "banned" list from leasing land and then renewing that lease each year. It's a dangerous loophole that creates conditions where even the countries America specifically has an adversarial relationship with can lease the land for a hundred years if they wanted. ➡️We can approach business investments (i.e. building a factory or hard structure that employs Texans) from countries not on the Global Power Competitor listing on a separate exemption where they are allowed to exceed lease prohibition limits due to the positive economic impact on that local economy. (we definitely want your feedback and ideas on this because Doc doesn't want to negatively impact employment and the economy, but we have to draw a line on the ridiculous lease loophole.) 🟩Creating a State public registry of existing foreign land ownership (none currently exists) and aggressively auditing. ➡️Already owned land is mostly out of the hands of the Governor to impact. These countries have already entered into contracts and have the titles to this land (talking about the European countries we listed earlier, not China, NK, etc.). Surprisingly significant legal hurdles exist to force divestment of these already held lands. What we can do is start tracking it for public and defense purposes. 🟩Hold sellers, real estate agents, title insurers, and attorneys legally liable for facilitating violations. ➡️No one should profit by intentionally selling out their neighbors to foreigners. It's well past time we put our people first over making more and more money. At some point there will be little to nothing left for younger Texans and future generations, or it will be prohibitively expensive/inaccessible. We have to avoid this. 🟨The idea was floated, and we have considered, setting citizenship requirements in order to purchase land...but there are very surprising legal and Constitutional hurdles that would ensure such action would not survive. As strange as that sounds, there are multiple federal treaties, federal preemption prohibitions, and Supreme Court case precedent that would ensure such action would fail. Until something significantly changes federally, we have to operate within the bounds of what is feasible and what is the law.

DocPeteChambersForTexas

12,695 views • 10 months ago

I tested a new coding assistant on 34,568 lines of code. (Cursor could not achieve what this tool did.) AI models are improving every day: - Faster inference - Longer context lengths But are AI coding assistants advancing at the same rate? Can they truly understand your entire project? I tested Augment Code on my ai-engineering repo with ~35k lines of code. Augment Code is a powerful AI Assistant built for developers working with large, evolving codebases—needing an assistant that understands the full context of their projects. In the video demo below, I asked it to: - Merge two projects. - Answer a global context question. Here’s what happened: - It understood dependencies across both projects. - It merged them intelligently—without breaking anything. - It even created a README file for the merged project. - It answered my global query instantly, pulling from the full codebase. This is the difference between AI autocomplete and an AI engineer that truly understands your repo. Augment Code is powerful because it indexes your entire repo upfront. This way, it can answer questions instantly, no matter how large your project is. Lastly, Augment Code is fully compatible with VSCode, JetBrains, Vim, Slack, and more. Try them now, I have shared a link in the next tweet! Thanks to Augment Code for showing me their powerful AI coding assistant and working with me on this post.
0:31

I tested a new coding assistant on 34,568 lines of code. (Cursor could not achieve what this tool did.) AI models are improving every day: - Faster inference - Longer context lengths But are AI coding assistants advancing at the same rate? Can they truly understand your entire project? I tested Augment Code on my ai-engineering repo with ~35k lines of code. Augment Code is a powerful AI Assistant built for developers working with large, evolving codebases—needing an assistant that understands the full context of their projects. In the video demo below, I asked it to: - Merge two projects. - Answer a global context question. Here’s what happened: - It understood dependencies across both projects. - It merged them intelligently—without breaking anything. - It even created a README file for the merged project. - It answered my global query instantly, pulling from the full codebase. This is the difference between AI autocomplete and an AI engineer that truly understands your repo. Augment Code is powerful because it indexes your entire repo upfront. This way, it can answer questions instantly, no matter how large your project is. Lastly, Augment Code is fully compatible with VSCode, JetBrains, Vim, Slack, and more. Try them now, I have shared a link in the next tweet! Thanks to Augment Code for showing me their powerful AI coding assistant and working with me on this post.

Akshay 🚀

30,876 views • 1 year ago

What if the government told your family ranch you owed $3.7 million… for a pond your cattle have been drinking from for decades? That’s exactly what’s happening to a fourth-generation ranch family in Washington State. Wade and Teresa King have been running cattle on their land for generations. Like thousands of ranchers across the West, they built small stock ponds so their cattle have water in dry country. Now the Washington State Department of Ecology says those ponds aren’t ponds. They say they’re illegal wetlands. The state has already issued the ranch a $267,540 fine and claims the family may have to spend over $3.7 million restoring the land. On top of that, the Washington Department of Natural Resources terminated grazing leases the ranch had held for around 60 years, removing nearly 15,000 acres of grazing land their operation depended on. The King family says these are man-made cattle ponds, something ranchers across the West have built and maintained for generations. The state says they damaged rare wetlands. Now the fight isn’t just about ponds. It’s about property rights, agriculture, and whether ranchers have the right to defend themselves in front of a jury instead of a government administrative court. If the state wins, this case could affect thousands of ranches across the western United States that rely on stock ponds to water cattle. This isn’t just one ranch’s fight. It could shape the future of American ranching. If you believe American ranchers deserve truth, trust, and transparency in the food system, help us rebuild a producer-led beef supply chain. Visit to learn how ranchers are working together to bring transparency and fair markets back to American agriculture. Because the fight for American land, American ranchers, and American food is just getting started. ⸻ #Ranching #PropertyRights #AmericanRancherAlliance #AgNews #FoodSystem #FarmLife #TruthInFarming #CattleCountry #AgTok #FarmNews
7:46

What if the government told your family ranch you owed $3.7 million… for a pond your cattle have been drinking from for decades? That’s exactly what’s happening to a fourth-generation ranch family in Washington State. Wade and Teresa King have been running cattle on their land for generations. Like thousands of ranchers across the West, they built small stock ponds so their cattle have water in dry country. Now the Washington State Department of Ecology says those ponds aren’t ponds. They say they’re illegal wetlands. The state has already issued the ranch a $267,540 fine and claims the family may have to spend over $3.7 million restoring the land. On top of that, the Washington Department of Natural Resources terminated grazing leases the ranch had held for around 60 years, removing nearly 15,000 acres of grazing land their operation depended on. The King family says these are man-made cattle ponds, something ranchers across the West have built and maintained for generations. The state says they damaged rare wetlands. Now the fight isn’t just about ponds. It’s about property rights, agriculture, and whether ranchers have the right to defend themselves in front of a jury instead of a government administrative court. If the state wins, this case could affect thousands of ranches across the western United States that rely on stock ponds to water cattle. This isn’t just one ranch’s fight. It could shape the future of American ranching. If you believe American ranchers deserve truth, trust, and transparency in the food system, help us rebuild a producer-led beef supply chain. Visit to learn how ranchers are working together to bring transparency and fair markets back to American agriculture. Because the fight for American land, American ranchers, and American food is just getting started. ⸻ #Ranching #PropertyRights #AmericanRancherAlliance #AgNews #FoodSystem #FarmLife #TruthInFarming #CattleCountry #AgTok #FarmNews

American Rancher Alliance/Hufeisen Ranch

1,078,122 views • 6 months ago

🚨 BREAKING: TEXAS Sent Nearly Half a Million Dollars of YOUR Money to a Mosque Aligned with the Iranian Regime Why is taxpayer money funding Tehran’s propaganda machine? Between 2021 and 2023, the State of Texas handed over $485,000 to a group named the Islamic Education Center. There’s only one organization by that name in Texas: Islamic Education Center of Houston (IEC Houston)—an open outpost of the Iranian regime, operating under the DBA “Islamic Education Center.” According to researchers, IEC Houston is directly managed from Tehran. The mosque’s former Imam was appointed by the Office of Iran’s Supreme Leader, according to a biography published by a regime-tied UK mosque. 🎥 In 2022, IEC filmed a group of children singing a pledge of allegiance to Ayatollah Khamenei: “In spite of my age, I will be your army’s commander... I make an oath to be your martyr...May my father and mother be sacrificed for you...” In 2019, IEC celebrated the 40th anniversary of the Islamic Revolution with children chanting, “Khamenei is our leader, we are his soldiers.” In 2020, IEC hosted a memorial for Ayatollah Khomeini in coordination with AhlulBayt Islamic Mission, a British front for the regime. 🧠 The Muslim Congress, a powerful Shi’ite Islamist network in the U.S., was founded inside IEC Houston. It now coordinates Al-Quds Day rallies across America—Tehran-orchestrated events glorifying Hezbollah and calling for the destruction of Israel. And guess what? 💥 IEC Houston sits on land owned by the Alavi Foundation—which the U.S. government identifies as a front group for the Iranian regime. In 2023, U.S. lawmakers demanded an investigation into IEC Houston and three other regime-linked mosques. But Texas? They gave it $485,000! 💣 **Texas is bankrolling the propaganda arm of the world’s leading state sponsor of terrorism - and using YOUR money to do it. 📢 Why is a mosque pledging loyalty to Ayatollah Khamenei receiving American tax dollars? 📢 Why is Greg Abbott’s office authorizing the transfer of nearly half a million dollars to a regime proxy in Houston? This is not aid. This is state-sponsored subversion. And it is happening in broad daylight. Investigate. Defund. Expose. NOW. See here:
2:19

🚨 BREAKING: TEXAS Sent Nearly Half a Million Dollars of YOUR Money to a Mosque Aligned with the Iranian Regime Why is taxpayer money funding Tehran’s propaganda machine? Between 2021 and 2023, the State of Texas handed over $485,000 to a group named the Islamic Education Center. There’s only one organization by that name in Texas: Islamic Education Center of Houston (IEC Houston)—an open outpost of the Iranian regime, operating under the DBA “Islamic Education Center.” According to researchers, IEC Houston is directly managed from Tehran. The mosque’s former Imam was appointed by the Office of Iran’s Supreme Leader, according to a biography published by a regime-tied UK mosque. 🎥 In 2022, IEC filmed a group of children singing a pledge of allegiance to Ayatollah Khamenei: “In spite of my age, I will be your army’s commander... I make an oath to be your martyr...May my father and mother be sacrificed for you...” In 2019, IEC celebrated the 40th anniversary of the Islamic Revolution with children chanting, “Khamenei is our leader, we are his soldiers.” In 2020, IEC hosted a memorial for Ayatollah Khomeini in coordination with AhlulBayt Islamic Mission, a British front for the regime. 🧠 The Muslim Congress, a powerful Shi’ite Islamist network in the U.S., was founded inside IEC Houston. It now coordinates Al-Quds Day rallies across America—Tehran-orchestrated events glorifying Hezbollah and calling for the destruction of Israel. And guess what? 💥 IEC Houston sits on land owned by the Alavi Foundation—which the U.S. government identifies as a front group for the Iranian regime. In 2023, U.S. lawmakers demanded an investigation into IEC Houston and three other regime-linked mosques. But Texas? They gave it $485,000! 💣 **Texas is bankrolling the propaganda arm of the world’s leading state sponsor of terrorism - and using YOUR money to do it. 📢 Why is a mosque pledging loyalty to Ayatollah Khamenei receiving American tax dollars? 📢 Why is Greg Abbott’s office authorizing the transfer of nearly half a million dollars to a regime proxy in Houston? This is not aid. This is state-sponsored subversion. And it is happening in broad daylight. Investigate. Defund. Expose. NOW. See here:

Amy Mek

424,473 views • 1 year ago

🚨 ALERT: AMERICA! TEXAS HAS BECOME - “TEX-RAN" Reports Show the Iranian Regime Is Establishing a Foothold in the Lone Star State Texas quietly sent $485,000 of YOUR money to a mosque whose leadership has documented ties to Iran’s Supreme Leader — how is this possible? Why is Texas funding an institution that analysts say echoes Tehran’s ideological messaging on U.S. soil? Between 2021 and 2023, the State of Texas awarded $485,000 to an entity named the Islamic Education Center. There is only one group in Texas using that name: IEC Houston - which researchers describe as Iranian-aligned and operating under the DBA “Islamic Education Center. Researchers have long reported that IEC Houston is closely connected to Tehran. Its former imam was appointed by the Office of Iran’s Supreme Leader - HOW IS THIS ALLOWED 🎥 In 2022, IEC filmed children singing a pledge of allegiance to Ayatollah Khamenei: “In spite of my age, I will be your army’s commander… I make an oath to be your martyr… May my father and mother be sacrificed for you.” In 2019, children at IEC chanted: “Khamenei is our leader — we are his soldiers.” In 2020, IEC Houston hosted a memorial for Ayatollah Khomeini in coordination with AhlulBayt Islamic Mission - a UK-based entity identified by analysts as a front for the Iranian regime. 🧠 The Muslim Congress, a powerful Shi’ite Islamist network in the U.S., was founded inside IEC Houston. Today it coordinates Al-Quds Day rallies across America — events that analysts describe as Tehran-inspired gatherings glorifying Hezbollah and calling for the destruction of the Jewish state. 💥 IEC Houston also sits on land owned by the Alavi Foundation, which U.S. federal authorities identify as a front organization for the Iranian regime. In 2023, U.S. lawmakers demanded an investigation into IEC Houston and three other mosques flagged by experts for regime-linked activity. But Texas? Texas still gave them $485,000. 💣 Texas is bankrolling an institution that experts warn mirrors the propaganda of the world’s leading state sponsor of terrorism — with YOUR money. 📢 Why is a mosque where children pledged loyalty to Khamenei receiving American tax dollars? 📢 Why did Greg Abbott’s office authorize nearly half a million dollars to a mosque that analysts and federal authorities have linked to Iranian regime influence?
4:18

🚨 ALERT: AMERICA! TEXAS HAS BECOME - “TEX-RAN" Reports Show the Iranian Regime Is Establishing a Foothold in the Lone Star State Texas quietly sent $485,000 of YOUR money to a mosque whose leadership has documented ties to Iran’s Supreme Leader — how is this possible? Why is Texas funding an institution that analysts say echoes Tehran’s ideological messaging on U.S. soil? Between 2021 and 2023, the State of Texas awarded $485,000 to an entity named the Islamic Education Center. There is only one group in Texas using that name: IEC Houston - which researchers describe as Iranian-aligned and operating under the DBA “Islamic Education Center. Researchers have long reported that IEC Houston is closely connected to Tehran. Its former imam was appointed by the Office of Iran’s Supreme Leader - HOW IS THIS ALLOWED 🎥 In 2022, IEC filmed children singing a pledge of allegiance to Ayatollah Khamenei: “In spite of my age, I will be your army’s commander… I make an oath to be your martyr… May my father and mother be sacrificed for you.” In 2019, children at IEC chanted: “Khamenei is our leader — we are his soldiers.” In 2020, IEC Houston hosted a memorial for Ayatollah Khomeini in coordination with AhlulBayt Islamic Mission - a UK-based entity identified by analysts as a front for the Iranian regime. 🧠 The Muslim Congress, a powerful Shi’ite Islamist network in the U.S., was founded inside IEC Houston. Today it coordinates Al-Quds Day rallies across America — events that analysts describe as Tehran-inspired gatherings glorifying Hezbollah and calling for the destruction of the Jewish state. 💥 IEC Houston also sits on land owned by the Alavi Foundation, which U.S. federal authorities identify as a front organization for the Iranian regime. In 2023, U.S. lawmakers demanded an investigation into IEC Houston and three other mosques flagged by experts for regime-linked activity. But Texas? Texas still gave them $485,000. 💣 Texas is bankrolling an institution that experts warn mirrors the propaganda of the world’s leading state sponsor of terrorism — with YOUR money. 📢 Why is a mosque where children pledged loyalty to Khamenei receiving American tax dollars? 📢 Why did Greg Abbott’s office authorize nearly half a million dollars to a mosque that analysts and federal authorities have linked to Iranian regime influence?

Amy Mek

89,168 views • 10 months ago

🚨 HEROES ROSE IN MCKINNEY TONIGHT - AND CONGRESSMAN KEITH SELF DELIVERED THE TRUTH WITHOUT FLINCHING While residents packed the room, U.S. Congressman Keith Self looked the Mayor and City Council dead in the eye and refused to soft-pedal reality. By the way, take a moment to listen to the crowd irrupt with cheers when they heard it was their congressman! Self reminded them of 1,400 years of political Islam that cannot be wished away. He named the UK’s industrial-scale rape gangs: a quarter of a million non-Muslim girls abducted, passed around, and discarded, a deliberate demonstration of dominance over the laws of the land. He exposed the sickest part: police arresting the victims for “public drunkenness” rather than be called racist or Islamophobic. Then he brought it home to Texas. “I know you’re in the accommodation phase, but the intimidation phase follows quickly. It’s already happening in cities in Texas. Child marriage. Honor killings. Don’t tell me it can’t happen here because it’s already happened in Texas. Beating your wife. Polygamy. All condoned under Sharia. Political Islam.” He drove the point home that freedom of conscience does not exist under this system: the penalty for leaving is death. He cited modern American imams preaching open sedition against the U.S. Constitution. Then he put the choice squarely on the Council: “This is your time. This is your moment of truth. This is your time for choosing. This is your time to choose to honor your oath that starts with the U.S. Constitution. There is no state cavalry coming to save you. This is your time.” Congressman Self has been fighting this fight with everything he has to protect Texas from the march of Islamic supremacy. Tonight he stood in McKinney and spoke for every Texan who still believes the Constitution is not optional. It is so incredible to watch so many Heroes who have have risen. Now the leaders must decide whose side they are on. McKinney City Council the people are watching. Texas - this is the line!
2:15

🚨 HEROES ROSE IN MCKINNEY TONIGHT - AND CONGRESSMAN KEITH SELF DELIVERED THE TRUTH WITHOUT FLINCHING While residents packed the room, U.S. Congressman Keith Self looked the Mayor and City Council dead in the eye and refused to soft-pedal reality. By the way, take a moment to listen to the crowd irrupt with cheers when they heard it was their congressman! Self reminded them of 1,400 years of political Islam that cannot be wished away. He named the UK’s industrial-scale rape gangs: a quarter of a million non-Muslim girls abducted, passed around, and discarded, a deliberate demonstration of dominance over the laws of the land. He exposed the sickest part: police arresting the victims for “public drunkenness” rather than be called racist or Islamophobic. Then he brought it home to Texas. “I know you’re in the accommodation phase, but the intimidation phase follows quickly. It’s already happening in cities in Texas. Child marriage. Honor killings. Don’t tell me it can’t happen here because it’s already happened in Texas. Beating your wife. Polygamy. All condoned under Sharia. Political Islam.” He drove the point home that freedom of conscience does not exist under this system: the penalty for leaving is death. He cited modern American imams preaching open sedition against the U.S. Constitution. Then he put the choice squarely on the Council: “This is your time. This is your moment of truth. This is your time for choosing. This is your time to choose to honor your oath that starts with the U.S. Constitution. There is no state cavalry coming to save you. This is your time.” Congressman Self has been fighting this fight with everything he has to protect Texas from the march of Islamic supremacy. Tonight he stood in McKinney and spoke for every Texan who still believes the Constitution is not optional. It is so incredible to watch so many Heroes who have have risen. Now the leaders must decide whose side they are on. McKinney City Council the people are watching. Texas - this is the line!

Amy Mek

553,450 views • 1 month ago

BREAKING: NovaRed Mining’s Wilmac Project Is Nearly 3x the Size of Manhattan, Comparable to ~30,000 Football Fields - and Already Entering the Conversation as One of the Largest Emerging Copper Projects by Land Scale $NRED / $NREDF is becoming impossible to ignore. The company’s Wilmac Copper-Gold Project in British Columbia now spans: • 16,078 hectares • 160.78 km² • ~39,732 acres • Nearly 3x Manhattan Island • Roughly 30,000 football fields By land scale alone, Wilmac is already comparable to some globally recognized copper mining districts and large-scale projects. This is why many investors are beginning to view NovaRed as a potential mega-project in development rather than a typical junior exploration company. But the bigger differentiator may be the AI infrastructure behind the land package. NovaRed’s MetalCore AI platform is designed to integrate: • satellite imagery • geology • geochemistry • magnetic anomalies • geophysics • ownership records • predictive modeling into one mineral intelligence engine capable of identifying high-probability exploration targets at scale. And the market opportunity could be massive. There are roughly 77 million landowners in the United States controlling more than 1.3 billion acres of land — most of which has never been analyzed using modern AI-driven mineral discovery systems. At the same time, copper prices are surging toward historic highs as demand accelerates from: AI infrastructure, hyperscale data centers, robotics, EVs, defense systems, transformers and global electrification. Recent North Lamont results reported copper values up to 379 ppm Cu alongside porphyry indicators and magnetic anomalies, with additional geophysical work already underway. Still early-stage. Still speculative. But by land scale, AI vision and exposure to the copper supply chain, this is becoming a very serious story to add to your watch list. DYOR! Do your work ! Do your own research ! Don’t rely on this information ! Everybody can lose in stocks !
1:47

BREAKING: NovaRed Mining’s Wilmac Project Is Nearly 3x the Size of Manhattan, Comparable to ~30,000 Football Fields - and Already Entering the Conversation as One of the Largest Emerging Copper Projects by Land Scale $NRED / $NREDF is becoming impossible to ignore. The company’s Wilmac Copper-Gold Project in British Columbia now spans: • 16,078 hectares • 160.78 km² • ~39,732 acres • Nearly 3x Manhattan Island • Roughly 30,000 football fields By land scale alone, Wilmac is already comparable to some globally recognized copper mining districts and large-scale projects. This is why many investors are beginning to view NovaRed as a potential mega-project in development rather than a typical junior exploration company. But the bigger differentiator may be the AI infrastructure behind the land package. NovaRed’s MetalCore AI platform is designed to integrate: • satellite imagery • geology • geochemistry • magnetic anomalies • geophysics • ownership records • predictive modeling into one mineral intelligence engine capable of identifying high-probability exploration targets at scale. And the market opportunity could be massive. There are roughly 77 million landowners in the United States controlling more than 1.3 billion acres of land — most of which has never been analyzed using modern AI-driven mineral discovery systems. At the same time, copper prices are surging toward historic highs as demand accelerates from: AI infrastructure, hyperscale data centers, robotics, EVs, defense systems, transformers and global electrification. Recent North Lamont results reported copper values up to 379 ppm Cu alongside porphyry indicators and magnetic anomalies, with additional geophysical work already underway. Still early-stage. Still speculative. But by land scale, AI vision and exposure to the copper supply chain, this is becoming a very serious story to add to your watch list. DYOR! Do your work ! Do your own research ! Don’t rely on this information ! Everybody can lose in stocks !

Victor Renard

52,560,429 views • 4 months ago

Google open-sourced MCP Toolbox for Databases. I gave it access to everything else. For context, Google's MCP Toolbox for Databases is an open-source server that lets AI agents securely query structured databases like PostgreSQL and MySQL through the MCP protocol However, most enterprise knowledge doesn't actually live in databases. It's scattered across emails, Slack threads, GitHub repos, Salesforce records, customer reviews, and internal docs. So Agents can't see any of it, which means they're working with a fraction of the context they need. I fixed that using MindsDB. It acts as a universal SQL layer that sits on top of all your data sources: structured, semi-structured, and unstructured. This means you can query Salesforce, Gmail, GitHub, S3 files, Jira, and 200+ more sources using SQL syntax. The clever part is how it connects to the MCP Toolbox. MindsDB exposes everything through MySQL, so from the Agent's perspective, it's just running SQL and getting context back. It doesn't know or care that the data came from five different sources behind the scenes. This setup unlocks some powerful capabilities: → One SQL interface for dozens of enterprise sources → Cross-datasource joins (combine GitHub and CRM data in a single query) → Built-in ML capabilities for working with unstructured data → Simple MCP tools that now have massively expanded reach In the video below, the Agent queries GitHub data and a customer review database in one SQL query. So what used to require ETL pipelines and weeks of engineering effort now happens instantly. At the end of the day, AI agents are only as useful as the data they can access. This gives them a lot more to work with. I have shared the GitHub repo in the replies, where you can find more details about this.
0:22

Google open-sourced MCP Toolbox for Databases. I gave it access to everything else. For context, Google's MCP Toolbox for Databases is an open-source server that lets AI agents securely query structured databases like PostgreSQL and MySQL through the MCP protocol However, most enterprise knowledge doesn't actually live in databases. It's scattered across emails, Slack threads, GitHub repos, Salesforce records, customer reviews, and internal docs. So Agents can't see any of it, which means they're working with a fraction of the context they need. I fixed that using MindsDB. It acts as a universal SQL layer that sits on top of all your data sources: structured, semi-structured, and unstructured. This means you can query Salesforce, Gmail, GitHub, S3 files, Jira, and 200+ more sources using SQL syntax. The clever part is how it connects to the MCP Toolbox. MindsDB exposes everything through MySQL, so from the Agent's perspective, it's just running SQL and getting context back. It doesn't know or care that the data came from five different sources behind the scenes. This setup unlocks some powerful capabilities: → One SQL interface for dozens of enterprise sources → Cross-datasource joins (combine GitHub and CRM data in a single query) → Built-in ML capabilities for working with unstructured data → Simple MCP tools that now have massively expanded reach In the video below, the Agent queries GitHub data and a customer review database in one SQL query. So what used to require ETL pipelines and weeks of engineering effort now happens instantly. At the end of the day, AI agents are only as useful as the data they can access. This gives them a lot more to work with. I have shared the GitHub repo in the replies, where you can find more details about this.

Akshay 🚀

40,562 views • 7 months ago

"Ryan Singer (Ryan Singer) and his Shape Up method is an incredible system that takes as input 'kludgy, clumsily scaled product org unsure about what to build and how' and delivers as output 'a focused clear thinking set of teams that has a rhythm, a method, and a purpose.” That's how Des Traynor (co-founder of Intercom) described the impact Ryan Singer and the Shape Up method have on teams. Ryan spent nearly two decades refining a product development approach at 37signals that helped the company build super-successful products with small teams. Based on these lessons, he wrote a book called "Shape Up: Stop Running in Circles and Ship Work that Matters," which describes a different way of working that an increasing number of companies are adopting. If your team used to run smoothly but is now struggling to ship great product, this episode is for you. In our conversation, Ryan shares: 1. A step-by-step approach to transitioning from Scrum to Shape Up by piloting the methodology with a single team before broader implementation. 2. Why traditional Agile and Scrum methods often lead teams into endless cycles of work without meaningful shipping milestones. 3. The “appetite-driven” approach to product development where teams set fixed timeboxes (usually six weeks maximum) and vary the scope instead of expanding timelines. 4. The exact process for running effective “shaping” sessions that collaboratively define projects before committing resources. 5. How to adapt Shape Up principles to your company’s unique context, even if it’s nothing like Basecamp. 6. Practical techniques for bridging the engineering-design divide by bringing technical and product perspectives together earlier in the process. 7. The powerful “breadboarding” and “fat marker sketching” techniques that help teams align on solutions without getting lost in high-fidelity details. 8. The clear warning signs that your current development process is failing before it’s too late to change course. 9. Proven strategies to implement Shape Up methods, whether you’re working in a startup or enterprise environment. 10. Why the PM role shifts upstream in Shape Up, focusing more on problem definition than project management. Listen now 👇 • YouTube: • Spotify: • Apple: Thank you to our wonderful sponsors for supporting the podcast: 🏆 WorkOS — Modern identity platform for B2B SaaS, free up to 1 million MAUs: 🏆 Merge — A single API to add hundreds of integrations into your app: 🏆 Airtable ProductCentral — Launch to new heights with a unified system for product development:
0:56

"Ryan Singer (Ryan Singer) and his Shape Up method is an incredible system that takes as input 'kludgy, clumsily scaled product org unsure about what to build and how' and delivers as output 'a focused clear thinking set of teams that has a rhythm, a method, and a purpose.” That's how Des Traynor (co-founder of Intercom) described the impact Ryan Singer and the Shape Up method have on teams. Ryan spent nearly two decades refining a product development approach at 37signals that helped the company build super-successful products with small teams. Based on these lessons, he wrote a book called "Shape Up: Stop Running in Circles and Ship Work that Matters," which describes a different way of working that an increasing number of companies are adopting. If your team used to run smoothly but is now struggling to ship great product, this episode is for you. In our conversation, Ryan shares: 1. A step-by-step approach to transitioning from Scrum to Shape Up by piloting the methodology with a single team before broader implementation. 2. Why traditional Agile and Scrum methods often lead teams into endless cycles of work without meaningful shipping milestones. 3. The “appetite-driven” approach to product development where teams set fixed timeboxes (usually six weeks maximum) and vary the scope instead of expanding timelines. 4. The exact process for running effective “shaping” sessions that collaboratively define projects before committing resources. 5. How to adapt Shape Up principles to your company’s unique context, even if it’s nothing like Basecamp. 6. Practical techniques for bridging the engineering-design divide by bringing technical and product perspectives together earlier in the process. 7. The powerful “breadboarding” and “fat marker sketching” techniques that help teams align on solutions without getting lost in high-fidelity details. 8. The clear warning signs that your current development process is failing before it’s too late to change course. 9. Proven strategies to implement Shape Up methods, whether you’re working in a startup or enterprise environment. 10. Why the PM role shifts upstream in Shape Up, focusing more on problem definition than project management. Listen now 👇 • YouTube: • Spotify: • Apple: Thank you to our wonderful sponsors for supporting the podcast: 🏆 WorkOS — Modern identity platform for B2B SaaS, free up to 1 million MAUs: 🏆 Merge — A single API to add hundreds of integrations into your app: 🏆 Airtable ProductCentral — Launch to new heights with a unified system for product development:

Lenny Rachitsky

127,096 views • 1 year ago

Relive your favorite RTS battles and earn real rewards as Cartoon Craft brings its iconic character roster to the Nebula3 GameFi ecosystem! Nebula3_GameFi has officially brought the RTS classic Cartoon Craft to the blockchain, merging nostalgic base-building with modern Web3 ownership In this vibrant cartoon world, players must balance resource management with tactical warfare Your journey starts with Workers, the backbone of your economy, who gather gold and lumber to fuel your expansion. As you construct barracks and specialized facilities, you’ll unlock a diverse roster of units: Frontline Warriors: Reliable Soldiers and Swordsmen lead the charge Ranged Support: Archers provide essential cover from a distance Heavy Hitters: Deploy massive Tanks and powerful Trolls to crush enemy defenses In Cartoon Craft, the peace is shattered as Humans and Orcs battle for survival in a world where resources are scarce and strategy is everything Your goal is to out-build and out-maneuver your rivals by managing a delicate economy of gold and lumber while raising an unstoppable cartoon army Whether you are leading a Human expansion or an Orcish conquest, victory requires crushing the enemy stronghold to claim absolute dominance over the territory On Nebula3, this classic struggle evolves into a quest for glory where every tactical triumph translates into digital legacy and rewards With its integration on Immutable, Cartoon Craft now offers a competitive edge where social quests and tactical mastery translate into real rewards
1:05

Relive your favorite RTS battles and earn real rewards as Cartoon Craft brings its iconic character roster to the Nebula3 GameFi ecosystem! Nebula3_GameFi has officially brought the RTS classic Cartoon Craft to the blockchain, merging nostalgic base-building with modern Web3 ownership In this vibrant cartoon world, players must balance resource management with tactical warfare Your journey starts with Workers, the backbone of your economy, who gather gold and lumber to fuel your expansion. As you construct barracks and specialized facilities, you’ll unlock a diverse roster of units: Frontline Warriors: Reliable Soldiers and Swordsmen lead the charge Ranged Support: Archers provide essential cover from a distance Heavy Hitters: Deploy massive Tanks and powerful Trolls to crush enemy defenses In Cartoon Craft, the peace is shattered as Humans and Orcs battle for survival in a world where resources are scarce and strategy is everything Your goal is to out-build and out-maneuver your rivals by managing a delicate economy of gold and lumber while raising an unstoppable cartoon army Whether you are leading a Human expansion or an Orcish conquest, victory requires crushing the enemy stronghold to claim absolute dominance over the territory On Nebula3, this classic struggle evolves into a quest for glory where every tactical triumph translates into digital legacy and rewards With its integration on Immutable, Cartoon Craft now offers a competitive edge where social quests and tactical mastery translate into real rewards

Armstrong 🗿

49,489 views • 8 months ago

🚨Update! Our new demo is LIVE 🚨 In this demo, we walk through the core features of Intelligence Cubed, a next-generation AI model platform built for research, experimentation, and ownership. 🔹 500+ Research Models Intelligence Cubed has grown from 200+ to 506 models, contributed by our expanding Research Fellow Cohort, including researchers, PhDs, and post-docs from Stanford, CMU, Harvard, MIT, and other top U.S. institutions. 🔹 Model Cards & Research Transparency Each model is linked to its original research paper and includes a detailed model card outlining its purpose, use cases, category, pricing, market traction, reviews, and public ownership percentage. 🔹 1.2M Public-Owned Models We’ve introduced Public-Owned Models, with over 1.2 million models available — all fully documented with research papers and comprehensive model cards. 🔹 Auto Router Not sure which model to use? Our Auto Router analyzes your question and automatically routes it to the most suitable model. In this demo, it selects an LLM Detection Survey model to answer the query. 🔹 Modelverse, Canvas & Workflows Users can explore models in Modelverse, try them instantly, add favorites to cart, and deploy purchased models in Canvas using drag-and-drop to build custom workflows. We also provide professionally curated workflows for immediate hands-on experience. 👉Try Now: #AI #Web3 #AIModel #DeFi #blockchain #LLM #OpenSourceAI #AIxWeb3 #DeAI #IntelligenceCubed
2:08

🚨Update! Our new demo is LIVE 🚨 In this demo, we walk through the core features of Intelligence Cubed, a next-generation AI model platform built for research, experimentation, and ownership. 🔹 500+ Research Models Intelligence Cubed has grown from 200+ to 506 models, contributed by our expanding Research Fellow Cohort, including researchers, PhDs, and post-docs from Stanford, CMU, Harvard, MIT, and other top U.S. institutions. 🔹 Model Cards & Research Transparency Each model is linked to its original research paper and includes a detailed model card outlining its purpose, use cases, category, pricing, market traction, reviews, and public ownership percentage. 🔹 1.2M Public-Owned Models We’ve introduced Public-Owned Models, with over 1.2 million models available — all fully documented with research papers and comprehensive model cards. 🔹 Auto Router Not sure which model to use? Our Auto Router analyzes your question and automatically routes it to the most suitable model. In this demo, it selects an LLM Detection Survey model to answer the query. 🔹 Modelverse, Canvas & Workflows Users can explore models in Modelverse, try them instantly, add favorites to cart, and deploy purchased models in Canvas using drag-and-drop to build custom workflows. We also provide professionally curated workflows for immediate hands-on experience. 👉Try Now: #AI #Web3 #AIModel #DeFi #blockchain #LLM #OpenSourceAI #AIxWeb3 #DeAI #IntelligenceCubed

i³ (Intelligence Cubed)

116,576 views • 8 months ago