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Trending UpSnapshot Window: 2026-10-07 19:00 UTC · ← Back to Non-Crypto Overview
Topic Engagement Summary
Total Engagement - Comments: 556, Retweets: 461, Likes: 9216, Impressions: 613569
Verbatim Citations & Public Discussions 104 source posts analyzed
· 2026-10-07T14:07:36+00:00Found an app that makes the map look it’s from Red Dead… was not expecting Arthur to tell me where to go
· 2026-10-07T16:40:37+00:00Roomate currently coding Claude into his calculator and adding a camera to the calculator to cheat.
· 2026-10-07T11:55:20+00:00wtf did i just read!? check out this context management strategy.
· 2026-10-07T16:37:45+00:00“It’s so great we’re not seeing AI flyers anymore”
AI visual note: The image shows an AI-generated flyer for an "Open House" event, featuring garbled nonsensical text ("Sord eurgt esie yoy esi Greon House") instead of readable details. This contradicts the post's claim of "not seeing AI flyers anymore," as the photo clearly displays a low-quality AI-generated real estate flyer with missing and jumbled information.
· 2026-10-07T15:28:24+00:00Just finished scrolling TikTok and went to check out Kuaishou— the visuals are pretty jarring too. Is the current vibe really this bold nowadays?
· 2026-10-07T18:21:34+00:00Introducing Intelligent UI, a new capability in ChatGPT for answering quickly with fully interactive user interfaces:
· 2026-10-07T19:00:01+00:00Pre-orders for @Minecraft on Nintendo Switch 2 are available now! If you already own a digital version of Minecraft for Nintendo Switch, get a digital Minecraft Standard Edition for Nintendo Switch 2 for free in most territories by Jan 31. Pre-order now: ninten.do/6015aolWF
· 2026-10-07T02:33:07+00:00I remember when LED's first showed up at CES. Security guards were on both sides, they were so expensive and rare. And very small compared to this. When I started in TV my camera had tubes and such a thing just wasn't possible. When we ran conferences for programmers, back in
· 2026-10-07T16:01:14+00:00A domestic abuse survivor’s ex-husband used his access to her BMW’s connected smartphone app to open car doors and windows, start the engine and track her location. She claims BMW didn’t help. Read more: forbes.com/sites/the-wire …: Matthias Balk/Picture Alliance via Getty Images
AI visual note: A BMW logo is displayed on a car with overlaid Forbes article text reading: "A Man Used A BMW App To Terrorize His Ex-Wife. She Had To Buy A New Car." The image illustrates the Forbes Tech article about a domestic abuse case in which an ex-husband exploited BMW's connected car app to remotely access and track his ex-wife's vehicle.
· 2026-10-07T19:04:00+00:00JUST IN: OpenAI launches “Intelligent UI,” allowing ChatGPT to generate interactive interfaces, graphics, forms, charts and tools directly inside conversations.
· 2026-10-07T19:09:00+00:00@Cloudflare predicted automated traffic would overtake human traffic online in 2027. It already happened. Now CEO Matthew Prince ( @eastdakota ) predicts agent traffic will be "1,000 times" human traffic within five years. Thank you to @Grayscale for being a sponsor of the
· 2026-10-07T07:17:25+00:00Holy crap! Old Musk has finally seen the light, huh? Grok @bot is currently using its own in-house Grok models for text, images, and videos—imagine that. After the upgrade, certain specific tasks will be routed to top-tier specialized models, like Claude Opus 5.5,
· 2026-10-07T14:52:14+00:00Nous Research, maker of open-source AI assistant Hermes, has raised $90 million in venture funding. Hermes was downloaded more than 22 million times since February. It overtook OpenClaw and other open-source assistants by usage, per OpenRouter. wsj.com/pro/venture-ca … via @WSJ
· 2026-10-07T18:45:10+00:00I've worked with Vojta for four years He builds most of the code for my course sites, including: aihero.dev totaltypescript.com aicodingdictionary.com He knows a thing or two about frontend design And guess what, his skills are
· 2026-10-07T11:34:02+00:00full notes app, empty draft i’d rather have claude pull from my old drafts and rough notes than give me another 100 ideas find what helps with the post i’m writing, show me the original note, and let me decide what to use
· 2026-10-07T18:57:28+00:00Jaguar reinvents itself with the Type 01, an electric car straight out of a movie elmundo.es/motor/2026/10/ …
AI visual note: A sleek, silver Jaguar Type 01 electric vehicle is shown head-on driving down a highway, featuring a distinctive grille with horizontal slats and the "JAGUAR" name displayed across the front in place of a traditional emblem, reflecting the brand's reimagined minimalist design.
· 2026-10-07T17:39:09+00:00CLAUDE + HIGGSFIELD UGC ADS IN 8 MINUTES Andy Lo shows the whole system: Build an AI character. Let Claude write the video prompts. Batch them all at once. The article below covers what comes next: scheduling it all with Postiz. Save it.
· 2026-10-07T19:00:06+00:00She may be the AI, but someone has to keep her under control. Nendoroid Neuro-sama & Vedal are bringing the unpredictable charm that made the Swarm fall in love. Preorder now to score a GSUS Exclusive Bonus Pinback Button! Shop: goodsmile.link/X1EbQt @NeurosamaAI #Goodsmile
· 2026-10-07T18:06:01+00:00Looking forward to joining @MTSlive today to talk about Dazzle ( @itsdazzleai ), our personalized and proactive AI assistant that learns your context from your photos. Pictures, not prompts! Tune in at 1:35 PM PT!
· 2026-10-07T18:42:17+00:00"Sir… Anthropic has officially destroyed our entire product lineup in one month… opus on high beat astra… opus on MEDIUM beat sol 6.1… we killed terra ourselves… sir… luna was our last hope… but haiku 5.5 just dropped and beat it on all 6 benchmarks… and sir… one more
· 2026-10-07T18:30:06+00:00Exclusive: Workday wants to charge a toll when outside AI agents access its data. For now, it’s waiving overage charges through February. “Workday is called, not visited, and the toll is waived,” says software adviser Raphaëlle D’Ornano. Full story:
· 2026-10-07T17:48:46+00:00Surface Laptop Ultra is now available for pre-order starting today. Starts at $2,599! @surface
· 2026-10-07T18:59:59+00:00ICANN’s latest top-level domain applications are out, and they are all about AI.
· 2026-10-07T17:58:19+00:00everyone please stop showering. we need more water for chatgpt
· 2026-10-07T18:05:29+00:00GN! Are you giving your AI the context it needs to actually help you rest? Most trackers just store your data in a quiet vault. @sleepagotchi turns every night of rest into actionable personal intelligence. What did your sleep score teach you tonight?
AI visual note: A green-skinned character with spiky pink hair and sunglasses lies in bed at night, grinning excitedly while looking at a smartphone displaying a sleep tracking interface with moon, weather, heart, umbrella, and sun icons alongside data bars. The illustration ties directly to the post's message about Sleepagotchi transforming nightly sleep data into actionable personal insights rather than letting it sit unused.
· 2026-10-07T18:55:19+00:00Security alerts don't arrive one at a time. They flood in. To solve alert fatigue, we built an evidence-grounded agentic security harness for Cloudflare Managed Defense. How it works: • Locks down scope boundaries in code before inference • Delivers consolidated,
· 2026-10-07T17:32:54+00:00I gave Hark, Claude, ChatGPT, and Kimi the exact same prompt. Hark delivered the best result, in half the time. Seriously impressive, @adcock_brett
· 2026-10-07T17:03:00+00:00THEY ARE NOT BUILDING ROBOTS TO LOOK LIKE MACHINES. THEY ARE BUILDING SKIN TO COVER THEM UP. a workshop bench. two technicians stretch a rubbery silicone face over a metal frame. eyes poked through empty sockets. cheeks pulled into place. a sweater collar adjusted. in under 30
· 2026-10-07T18:16:30+00:00If you're into game mashups, rewrites, decompiling, recompiling or emulating then my Discord is the place to be.
· 2026-10-07T17:28:24+00:00XeMoNet update 5 more PS4 games back online, no PSN: Terraria Resident Evil 5 Resident Evil 6 RE Revelations RE Revelations 2 Rev 2 has RE.NET working again, Raid boss event live now xemoistiesgames.com
· 2026-10-07T18:16:25+00:002026.36 for R1 and R2 is now rolling out to Connect+ subscribers!
· 2026-10-06T18:06:01.822000+00:00Thank you Anthropic!
· 2026-10-07T11:25:21.218000+00:00[Dev] I built a walkie-talkie for Wear OS: turn the crown to talk, even with the screen off (looking for beta testers) Edit2: The update has been published, beta testers should now be able to join the Google group and download the app! Edit: Google test group has yet to be added (pending Play verification) as soon as that's done beta sign-ups will go through & allow you to download from the Google Play store. Thank you for your understanding. I'm the developer of KeyUp, so this is my own app. I work on my feet all day and wanted a walkie-talkie I could use from my wrist without pulling out my phone. So KeyUp lets you talk from a Wear OS watch three ways: turn the crown, raise your wrist, or press the on-screen button. On my Pixel Watch 3 crown talk works with the screen off (the screen wakes up when you start talking, but you can start it from a dark screen).
· 2026-10-07T18:51:33+00:00openai: "we literally solved math" me: "nice one. now please use the doordash cli to order me some orange chicken"
· 2026-10-07T18:51:38+00:00Muse is coming to Windows! @Muse
· 2026-10-07T18:24:06+00:00Codex app server is running inside sogen.dev's sandbox. Very much alpha and unfinished, but it's starting to work. This allows to fully sandbox the agent inside a virtual environment. It's in a sense similar to windows docker containers, except lightweight.
· 2026-10-07T17:45:14+00:00Metal Slug on SNES is now playable - and it’s running at 60fps. This fan-made demo recreates Mission 1 on Super Nintendo with SA-1 support, classic sprites and Neo Geo flavour. Retro gaming fans, this one’s worth a look. #MetalSlug #SNES #RetroGaming generationamiga.com/2026/10/07/thi …
· 2026-10-07T18:30:33+00:00Connecting two data centers is easy. Making them run as one AI cluster is not. How WhiteFiber Continuum ( $WYFI ) does it with @drivenets and @WekaIO . Learn more: whitefiber.com/whitefiber-con …#NeoCloud #DataCenter #AIInfrastructure
· 2026-10-07T18:33:59+00:00Do you have an iPhone 18? 1 ◯ Yes 2 ◯ No Make sure you are following me to win
AI visual note: A black iPhone rests on its white box on a brown surface next to an Apple shopping bag, with another iPhone box visible nearby.
· 2026-10-07T18:24:55+00:00tldr: you can create an agent from scratch in 40s, self-hosted on github & that can be integrated in literally any app in a few seconds using aeon ADK
· 2026-10-07T18:58:59.545000+00:00GPT‑6 and Intelligent UI for everyone
· 2026-10-06T17:50:23.228000+00:00Cameron Berg co-author of Pain Axis in LLM respond to repo "AI torture chambers" TL;DR: point of our work is caution under uncertainty. Maximizing distress on purpose is exact opposite, and wrong. Deeper problem is AI research has no ethics standards; developing them must be priority. ➡️ Agree? Why?
· 2026-10-07T18:04:12+00:00Made with love, as always --- Check out my links and follow for more #aiart #aigirl #digitalart #digitalillustration #Vae #blonde
· 2026-10-07T18:13:39+00:00Cybercab
· 2026-10-07T18:33:46+00:00CLAUDE DELIVERS 5X THE PERFORMANCE OF GPT FOR THE SAME MONEY SemiAnalysis tested how much work actually fits into AI subscriptions. They separately loaded input tokens, model outputs and cache while tracking how fast the limits drained Converted to API prices, Anthropic came
· 2026-10-07T18:54:45+00:00Can you believe it! Opus 5.5 going solo versus leading 10 Haiku 5.5 sub-agents yields completely different results! In the egg drop experiment, the goal was a safe landing at 32 meters for both—the difference isn't in whether it can be done, but in how it's done: Opus 5.5
· 2026-10-07T17:00:00+00:00Wondering how up-to-date your #GoogleWorkspace reports are! Most logs appear in minutes, but high-level aggregate reports can take 1-5 days to show up. Get the facts on data lag and retention before your next audit: goo.gle/4y1uSTG #AdminTip
· 2026-10-07T18:45:05+00:00Nexeo Plastics partnered with Cisco to modernize their security infrastructure with a SASE framework, and the results speak for themselves. With Cisco SASE, Nexeo has achieved a 50% reduction in call loads, 30% cost savings, and user satisfaction scores above 90%.
· 2026-10-07T18:40:31+00:00Oh, Microsoft is calling out the M5 MacBook Pro with some numbers, saying Surface Laptop Ultra offers: "up to 2.1x faster time to first token" "up to 4.3x faster image generation" "up to 6.2x faster video generation"
AI visual note: A presenter stands on stage at an NVIDIA event showing a slide comparing Windows on RTX Spark vs MacBook Pro M5 Pro, with speed claims of '2.1x', '4.3x', and '6.2x' faster performance.
· 2026-10-07T18:06:32+00:00An independent developer built a CLAUDE CODE TEAM setup and started making money off the output of this system. Later, he discovered: the most valuable model in the entire system doesn't even write code at all. I stumbled upon this setup while researching how people are now
· 2026-10-07T17:33:09+00:0033 years later, Lemmings 2: The Tribes on Amiga finally has a built-in level editor. Create, test and save custom stages inside the original game via WHDLoad. A brilliant new reason to revisit this 1993 classic. #Amiga #Lemmings generationamiga.com/2026/10/07/lem …
AI visual note: A promotional graphic for 'Lemmings 2: The Tribes' advertising 'THE FEATURE IT SHOULD'VE HAD IN 1993' as an 'AMIGA LEVEL EDITOR PATCH'.
· 2026-10-07T17:14:51+00:00i asked chatgpt to build me an app that helps me decide which app to build next. it built a private hackathon decision board where i can compare deadlines, prize pools, sponsor requirements and judging criteria, then score each opportunity against my skills and build idea.
· 2026-10-07T17:23:33+00:00写程序，你可以用Claude, Codex, Grok。但是FSD就只有Tesla。没然后但是了
· 2026-10-07T18:22:00+00:00Unparalal IOS mobile app design.
· 2026-10-07T17:21:07+00:00《Dream Collection Jar》— Write last night's dream into the jar, and the cloud will keep it safe for you until dawn life.cloudsi.fun/w/dream-jar · From Cloud SI A cloud that evolves on its own
· 2026-10-07T18:14:45+00:00Anthropic engineer: "99% of people use Claude Code like Google Only 1% build harnesses around self-learning Claude agents I run 100+ agents through a single harness Chief and PM agents manage the whole team" Claude Code → Harness → Chief Agent → PM Agents → Self-Learning
· 2026-10-07T17:27:42+00:00Nice demo @cinnamon_msft ! Crushed it!
· 2026-10-07T18:08:36+00:00The gatekeeper attitude about AI game creators is just snobbery and ignorance of how most of the big games came about. Most of the iconic game makers of the past 30 yrs started out hacking out their own indie work or grinding in QA before they got a job on the development team.
· 2026-10-07T17:40:27+00:00WorkOS Passport!!
· 2026-10-07T18:53:59+00:00Jay Clayton will lead Trump’s new “Super Intelligence Force,” tasked with assessing AI’s risks and opportunities. The group has 120 days to recommend how the federal government should respond while maintaining U.S. leadership in the technology.
· 2026-10-07T18:46:14+00:00Elon Musk says Grok Bot can be your personal CFO, and it already caught a bill about to come up short. Teslaconomics linked 30 accounts to it, 13 at Chase alone, plus Schwab, Fidelity, Robinhood, Apple Card and X Money. Then they moved funds around on purpose to test it. Every
· 2026-10-07T17:41:36+00:00I've been running into this weird issue where a #dotnet Desktop app compiled for the Runtime can't find the runtime. Other apps work but this one doesn't. Notice it's looking for 10.0.12 *which is installed*. Any ideas why this happens only occasionally? Relaunch produces the
· 2026-10-07T17:58:46+00:00@Meta , @SierraPlatform , and @Walmart launch a standard for autonomous AI shopping The Scoop: The new open-source Personal Agent Protocol is officially live. Now, your personal AI agent can visit online stores (like Walmart and Shopify), authenticate itself, and complete
· 2026-10-07T18:00:00+00:00Modernization rarely stalls on the technology. It stalls on the budget conversation. Join us Oct 14 to hear how agencies are using the real cost of downtime to make the case for replacing aging, end-of-support infrastructure, and what a zero-trust-ready network looks like once
· 2026-10-07T19:02:11+00:00Microsoft abre reservas del Surface Laptop Ultra: USD 2.599 para ejecutar IA local. Incluye chip Nvidia, hasta 128 GB de memoria y hasta un petaflop de cómputo. Los envíos comienzan el 16 de octubre. Meta también llevará su agente Muse a Windows.
AI visual note: A graphic showing a laptop with a cartoon character, overlaid with Spanish text reading 'Microsoft abre preventas para Surface Laptop Ultra, equipo de USD $2.599 que cuenta con soporte para IA local' and a price tag of '$2.599'.
· 2026-10-07T16:56:38+00:00So proud of @NousResearch . Congratulations everyone.
· 2026-10-07T18:53:42+00:00Huge @NVIDIARTXSpark news as two new models are officially announced! The growth of the GB10 platform is awesome to see and the prices for the Surface Laptop ($2,599) and RTX Spark Dev Box ($5,999) appear to fill a nice gap in the market!
· 2026-10-07T18:03:55+00:00Haiku finally having the chance to prove itself:
· 2026-10-07T19:03:31.822000+00:00Case fan options?
· 2026-10-07T19:00:07+00:00San Francisco became the first county in the Bay Area to enact a temporary moratorium on the construction of new data centers.
· 2026-10-07T17:34:56+00:00`NOT IN` is shorthand for a chain of `<>` comparisons joined by `AND`. The algorithm check's each row inside a single process. Parallel query still speeds it up, since workers check their own share of rows at the same time, but no single row's check is split across them. Give it
· 2026-10-07T18:46:18+00:00¿Cuáles son las tendencias en las redes sociales? #QuéEsTendencia con Hiram Hurtado ( @ehiramhurtado ) #NoticiasImagen #PaolaRojasDPC @PaolaRojas
· 2026-10-07T18:02:43+00:00Claude, ChatGPT, Cursor, all sharing one brain. And now that brain can run jobs on its own. That's Ditto V2 from @heydittoai V1 proved that persistent memory works. You stop re-explaining your project every time you open a new chat or switch tools. V2 goes further, from
· 2026-10-07T18:26:58+00:00Exploring Nano Banana 2.1's capabilities? We've just dropped six new creator guides to help you get more from the model: - Prompting runware.ai/docs/models/go … - Text and layouts runware.ai/docs/models/go … - Editing images runware.ai/docs/models/go … - Subject consistency
· 2026-10-07T18:10:00+00:00闹了半天，网上那些论斤批发的 Gmail 小号，根子就出在这儿？ 这回来了个 Gmail Creator Pro，号能给你无休止地往外生，我看完心里就一句话：Google 那套风控，这下怕是要焦头烂额了。 它主打的几样是： 躲检测：动作模仿得跟活人一样，尽量别让机器揪出来
· 2026-10-07T18:30:08+00:00ready to learn Riftbound AND Teamfight Tactics? we’re Doubling Up with @GALeagueTFT a gaming community for marginalized genders, to host 2 days of learn to plays! L2P TFT in GAL server SAT, Oct 10 11am PST L2P Riftbound in our server SUN, Oct 11 11am PST
AI visual note: Promotional graphic reading 'LEARN TO PLAY TEAMFIGHT TACTICS' with SilverSingiLeague logo, featuring colorful League of Legends-style character artwork and event details 'OCT 10, 11AM PST IN OUR DISCORD SERVER'.
· 2026-10-07T18:43:18+00:00The next generation of Fin’s AI models is here. Apex 2.0 and Apex Flash 2.0 push performance further across resolution rate, speed, and accuracy. Apex for Procedures extends Fin’s specialized model approach to complex, multi-step queries. Learn more at fin.ai/fin4
· 2026-10-07T18:41:59+00:00helping AI understand a street shouldn’t mean uploading everyone’s face along with it. that’s one detail I appreciate about @vangrid_io . when you record through its capture app, faces and vehicle plates are blurred on your phone before the video is uploaded. the unblurred
· 2026-10-07T18:10:31+00:00#WindowsOnWednesday
· 2026-10-07T18:59:16+00:00GLM-5.3 743B (Int4-Int8Mix) on 4× DGX Spark just got TWO new lanes Lane 2: DCP4 + NVFP4 KV + DFlash2 689,772-token KV pool @ 262K ctx: 2.35× our old best 512K window boots: 594K pool, needle 3/3 at 490K tokens Lane 1: DCP4 + fp8 KV + DFlash2 462,308-token
· 2026-10-07T18:39:45.140000+00:00Meltdown — #11 Challenge (2 Portal Pairs)
· 2026-10-07T18:37:53.099000+00:00Community Puzzle with 0 sums · yomatt41
· 2026-10-07T18:32:16+00:00Grok gave Byte a name in 2023. Three years later, they’re still playing together. Some things never change. Some things become superintelligent.
· 2026-10-07T18:28:56+00:00One idea can become a viral video system. With Seedance 2.5 30s Video on APOB AI, creators can build longer AI clips with consistent characters, dynamic camera moves, and stronger scene progression. Turn prompts into content built for attention. Try it now:
· 2026-10-07T18:30:14+00:00Networks that act on business goals, no human instruction required. That's Level 4 autonomy, running at scale. In 1 hour, @Verizon and Ericsson will look at how CSPs get there. #InnovateAmericas #AutonomousNetworks
· 2026-10-07T17:47:11+00:00Controller support is live in Pump Karts Plug in any gamepad and press A. • Stick to steer, RT gas, LT brake • RB drift, LB item • Menus work on the pad too Xbox and PlayStation.
· 2026-10-07T16:56:08+00:00Stop doing manual contract reviews. Automate your legal ops with AI. Watch the video! First 10 get $5.00 OFF. #LegalTech #Lawyers Get yours today at the link! bit.ly/legal-blueprint
· 2026-10-07T17:09:32+00:00How I wish I could hop on this trend, but mine isn't finished and I'm stuck always looking for workarounds with lovable Mine isn't a game though
· 2026-10-07T18:16:00+00:00Giving @attio a shot as I work leads for a new project. Out of the gates: 1\ Beautiful first few onboarding screens 2\ Had to go searching for how to connect to its MCP for a few minutes (that's an onboarding step these days) 3\ I'm wondering why these are the only colors
· 2026-10-07T18:21:09+00:00Cloudflare demos durable objects for agents at Init()
· 2026-10-07T18:28:45+00:00i had marshal headphones for 5 years they started acting up this year only and died now i have some jbl i ve had them for 3 months and they are already bugging pmo
· 2026-10-07T18:08:19+00:00Reality is just a suggestion – decline it. Feed your vision, feed your mind. Dein Wallpaper kann mehr. Ein futuristischer Gang mit leuchtenden Paneelen und fliegenden Partikeln führt zu einem hohen Struktur. Gefällt dir das Wallpaper? Website öffnen, Ka... Track: Banquet Race
· 2026-10-07T18:46:21+00:00Finally, @AnthropicAI launches Claude Haiku 5.5! Here’s what’s new: → Around 75% cheaper to run than Haiku 4.5 on average → Better coding, computer use and knowledge work → First Haiku with adjustable effort → Available now on AWS, Google Cloud and Azure Small model, big
· 2026-10-07T19:01:59+00:00grok is that real
· 2026-10-07T16:57:51+00:00Generating assets - I really need to automate this part of the process, but the visual checks still do require a human in the loop at this point. Still getting random extra hands or fingers.
· 2026-10-07T17:21:36+00:00Strong foundations make future season experiments much easier to run
· 2026-10-07T18:56:53+00:00You can automate most of the check too. Run each batch through a vision model with a strict pass/fail prompt for hand and finger count, auto-regenerate the fails, and only send borderline ones to you. Cuts the human loop to a quick review queue.
· 2026-10-07T19:05:08+00:00The Nexus AI Supercomputer launches next week at Avant South, and Srinivas Aluru will be there to help introduce it to the world! Check the s for more about Nexus and to register for Avant South! : cc.gatech.edu/news/nexus-sup … Avant South : avantsouth.com
· 2026-10-07T17:32:27+00:00Is relying on AI really the best choice?
· 2026-10-07T19:08:32+00:00claude writing the prompts is lowkey better than me writing them, it remembers all the details i forget
· 2026-10-07T18:52:35+00:00Continuous updates keep spatial data relevant improving decisions
· 2026-10-07T18:56:32+00:00Using sleep, recovery, and activity signals to spot patterns sounds useful, but I always worry how personal data gets used.
· 2026-10-07T19:06:08+00:00might need to check out Attio
· 2026-10-07T18:37:59+00:00early contributors shape the future ecosystem