@UniBasicmobile OysterGuard
OysterGuard posts on X about ai, realtime, in the, agents the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
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Social Influence
Social category influence technology brands finance cryptocurrencies social networks fashion brands nfts stocks exchanges celebrities products
Social topic influence ai, realtime, in the, agents, web3, solana, meta, this is, what is, onchain
Top assets mentioned Solana (SOL) Azuki (azuki) Wen (WEN)
Top Social Posts
Top posts by engagements in the last [--] hours
"We at @DauthNetwork are continuing to build despite the bear market. I am still working from [--] to [--] every day to deliver. Stay tuned for more exciting news coming soon The bulls are near"
X Link 2023-10-02T07:55Z [--] followers, [---] engagements
"Two humble young man was in high schoolInspired by @stevewoz the co-founder of Apple Later they started @oysterecosystem Universal Basic Smartphone It wasnt an easy journey trying to reinvent mobile in Web3"
X Link 2024-06-12T16:17Z [---] followers, [----] engagements
"@yashjhade @ton_blockchain nice"
X Link 2024-09-30T20:52Z [---] followers, [---] engagements
"@alexsrawitz Who gets to define Depin. Who cares about the fake VC define fake definition of the fake projects"
X Link 2024-10-05T10:14Z [---] followers, [--] engagements
"We apologize for any inconvenience and are committed to addressing your concerns by focusing on two key areas: [--]. Timely Shipments Early Bird Orders: Fulfilled; many users have received their UBS phones and are sharing their experiences online. Founder Pass Orders: Shipped; some users in nearby regions have received their orders. If your order status shows shipped it is in transit. You will receive a tracking number once it reaches your country. Please note that international shipments may take additional time. FWB Pass Orders: Shipping is scheduled to begin in the next few days. For the"
X Link 2024-11-17T01:32Z [---] followers, [--] engagements
"We apologize for any inconvenience and are committed to addressing your concerns by focusing on two key areas: [--]. Timely Shipments Early Bird Orders: Fulfilled; many users have received their UBS phones and are sharing their experiences online. Founder Pass Orders: Shipped; some users in nearby regions have received their orders. If your order status shows shipped it is in transit. You will receive a tracking number once it reaches your country. Please note that international shipments may take additional time. FWB Pass Orders: Shipping is scheduled to begin in the next few days. For the"
X Link 2024-11-17T01:33Z [---] followers, [--] engagements
"We must address you concerns. Im sorry We understand your concerns and sincerely apologize for any inconvenience caused. Moving forward we are focusing on two key priorities: 1.Ensuring Shipments are Delivered on Time 2.Expanding Airdrop Opportunities Shipment Updates For the latest shipment timelines please refer to our Shipment Schedule. Shipment Status: 1.Early Bird Orders: Fulfilled. Many users have already received their UBS phones and are sharing photos and videos online. 2.Founder Pass Orders: Shipped. Some users in nearby regions have already received their orders. If your order"
X Link 2024-11-18T13:19Z [---] followers, [--] engagements
"The blockchain industry is undergoing a fascinating shift with new models rapidly emerging and evolving. At the heart of this transformation are a few key drivers: [--] Fairer Profit Sharing: Traditional models gave a huge chunk of the pie to VCs and centralized exchanges. Now with on-chain models those profits are redistributed to the community. This creates stronger bonds between projects and users giving people a real stake in the game and fostering vibrant communities. [--] Lightning-Fast Market Feedback: On-chain launches bypass traditional gatekeepers like exchanges and venture capital firms."
X Link 2024-12-29T07:20Z [---] followers, [--] engagements
"@bayeiemmy @xraders_xyz 😄"
X Link 2024-12-31T11:14Z [---] followers, [--] engagements
"@zengjiajun_eth @elytro_eth @SlowMist_Team Hope you have a successful launch on 2045"
X Link 2025-01-01T02:53Z [---] followers, [--] engagements
"Dear Oyster Community First and foremost I want to sincerely thank every community member who has supported Oyster. Your unwavering support and trust have always been our driving force. As the CEO I personally read every private message on Oysters Twitter and attentively listen to the feedback shared in our Telegram groups. Your voices are incredibly important to usthey guide us as we grow and improve. Since Oysters inception our core value has always been putting our users first. However as a young company weve faced numerous challenges and made mistakes along the way. For this I offer my"
X Link 2025-01-02T18:44Z [----] followers, 16.9K engagements
"Update: for Nigerian Users Affected by Custom Clearance Problem. You will get your device redelivered You are expected to receive a email soon. They are coming by plane ✈ Thank you for your understanding and sorry for the inconvenience. We will make Oyster Labs great again"
X Link 2025-01-23T13:28Z [----] followers, [----] engagements
"People won't understand what we are building right now but they will. Oyster Republic(@oysterecosystem ) and the Birth of a Network State Inspired by Balaji Srinivasans Vision The Network State is a new model for civilization: one where people build a country from the cloud up. Balaji Srinivasan In a world of collapsing trust in institutions growing digital coordination and the rise of borderless identities the Network State has emerged as a powerful new paradigm. At Oyster Labs we believe in this future. We are building Oyster Republic not just a project but a sovereign society born in the"
X Link 2025-07-24T15:21Z [----] followers, [---] engagements
"A Letter from the Founding Father of the Oyster Republic To Our Fellow Citizens Brothers and Builders of the New World Dear Citizens After months of silence deliberate and reflective I write to you today not with an apology but with deep gratitude. This silence was a test. A test of belief. A test of loyalty. A test to reveal who among us are not just participants but unshakable brothers and sisters in this mission. And you remained. You waited. You believed. Thank you. Today I bring not only words but action. 📦 The vast majority of phones have now been shipped. 📍 Any remaining logistics"
X Link 2025-07-24T15:22Z [----] followers, [----] engagements
"Launch Rockets on Mars with @oysterecosystem A Letter from the Founding Father of the Oyster Republic To Our Fellow Citizens Brothers and Builders of the New World Dear Citizens After months of silence deliberate and reflective I write to you today not with an apology but with deep gratitude. This silence was a A Letter from the Founding Father of the Oyster Republic To Our Fellow Citizens Brothers and Builders of the New World Dear Citizens After months of silence deliberate and reflective I write to you today not with an apology but with deep gratitude. This silence was a"
X Link 2025-07-25T07:02Z [----] followers, [---] engagements
"The past few months have been rough. The past year even worse. Ive been living with depression. Fighting it feels like living with a thousand voices in your head All of them telling you you're worthless. That you're a scammer. That you're a failure. Even when trying to build something good Ive been called names. People curse at me. People hate me. But we kept going. We shipped universal upgrades to all users. We shipped faster than Solana Mobile (Aug 4th). We launched an airdrop maybe not the biggest but it was real. We still believe. We still dream. We still want to build things that give"
X Link 2025-07-28T19:18Z [----] followers, 10.1K engagements
"@BurbakisPasha thats a really good number"
X Link 2025-07-29T21:56Z [----] followers, [--] engagements
"Ive failed many times. Let down people who trusted me. Some friends turned away. Im sorry truly. Im not perfect but my apology is. I cannot see my baby @oysterecosystem die. I pour my heart into it"
X Link 2025-07-31T18:09Z [----] followers, [----] engagements
"Follow our channel for bigger updates We are coming back We are going to win so many times https://t.me/universalbasicphone https://t.me/universalbasicphone"
X Link 2025-08-01T20:27Z [----] followers, [---] engagements
"I wont reply if I am a scammer I wont do anything if Im trying to scam. But you are right Im an idiot. I failed. Im not perfect. I will comeback. Even stronger than ever before. So fuck your hatred. Fuck your offensive words towards me. I will rise up. I will be strong I will make my community a better place. I will repay my Oysterian with the best rewards"
X Link 2025-08-01T20:44Z [----] followers, [---] engagements
"Yes so fucking mad @mramidou01 @oysterecosystem @getpuffyai I know the hard work behind the silent I also ordered the phonestill not received but I believed that @oysterecosystem @Oystersmartware will give us our phone with the airdrop 🤞 @mramidou01 @oysterecosystem @getpuffyai I know the hard work behind the silent I also ordered the phonestill not received but I believed that @oysterecosystem @Oystersmartware will give us our phone with the airdrop 🤞"
X Link 2025-08-01T21:04Z [----] followers, [---] engagements
"@real_drx wen wen wen wen whitepaper wen wen wen lite paper wen wen wen We helped you When reward for Oyster citizens "
X Link 2025-08-01T21:06Z [----] followers, [---] engagements
"Love that lemon fam @Oystersmartware I love you ❤ Take some love from a postive buyer of the phone . Yes I'm fucking mad ❤🤞 @Oystersmartware I love you ❤ Take some love from a postive buyer of the phone . Yes I'm fucking mad ❤🤞"
X Link 2025-08-01T21:07Z [----] followers, [---] engagements
"We were gonna partner up with @coin98_labs Put in some word for me man @Oystersmartware I love you ❤ Take some love from a postive buyer of the phone . Yes I'm fucking mad ❤🤞 @Oystersmartware I love you ❤ Take some love from a postive buyer of the phone . Yes I'm fucking mad ❤🤞"
X Link 2025-08-01T21:08Z [----] followers, [---] engagements
"@bank_of_btc @coin98_labs @amyonchain Ok we need more partnership and more reward for Oysterian Please come tag them connect me"
X Link 2025-08-01T21:11Z [----] followers, [--] engagements
"@bank_of_btc @coin98_labs @amyonchain You have a good looking sister you must also be very handsome thank you so much for the help"
X Link 2025-08-01T21:12Z [----] followers, [--] engagements
"@bank_of_btc @coin98_labs @amyonchain I fucking love this"
X Link 2025-08-01T21:13Z [----] followers, [--] engagements
"@LindaLeo001 @bank_of_btc @oysterecosystem Love you followed back"
X Link 2025-08-01T21:33Z [----] followers, [--] engagements
"@bank_of_btc You have a real heart"
X Link 2025-08-01T21:34Z [----] followers, [---] engagements
"@Obimile @oysterecosystem @tg_frog These fuckers rugged. I know where they lived. Gonna hunt them down"
X Link 2025-08-02T01:22Z [----] followers, [--] engagements
"Excited to announce our national initiative @getpuffyai officially working with Azuki As @getpuffyai grows you bag will grow 🎉 Congrats to our first National Initiative @getpuffyai for partnering with tier [--] Web3 brand @Azuki As a token of appreciation qualified Oysterians will receive the Azuki Puffy Oysterian Honorary Badge. 🔒 How to qualify: Claimed an Oyster Puffy Pass WL or https://t.co/5YfIjIjNED 🎉 Congrats to our first National Initiative @getpuffyai for partnering with tier [--] Web3 brand @Azuki As a token of appreciation qualified Oysterians will receive the Azuki Puffy Oysterian"
X Link 2025-08-02T04:09Z [----] followers, [---] engagements
"Going forward I should post more. I will demonstrate how we manufacture phones. And how we are delivering the next batch"
X Link 2025-09-03T10:13Z [----] followers, [----] engagements
"@MartinKorody @oysterecosystem @CosmicOracle_42 DM"
X Link 2025-02-14T23:25Z [---] followers, [--] engagements
"Airdrop incoming If you are running into issues please dm @real_drx from @getpuffyai Tutorial: 🔑 How to claim: 23Connect your Solana walletyour Puffy Pass is minted on Solana and unlocks a $199 Puffy [--] device for free when redemption opens in August. 24Verify the TON wallet you used to purchase your UBS1. 25Confirm the transactionhave a small amount of SOL ready for gas. 🪂 Airdrop incoming Meet Puffy(@getpuffyai)Oyster Republics first economic initiative. A smart tracker that pays you to quit nicotine built for [---] B smokersmainstream hardware with Web3 rails. Exclusive for UBS1 holders Own"
X Link 2025-07-29T15:54Z [----] followers, [----] engagements
"GM everybody Not trying to be silent Working on next batch for @oysterecosystem UBS holders and along the side we have a special announcement in next week or sooner in few days"
X Link 2025-09-02T16:49Z [----] followers, [----] engagements
"Real revenue temporary hype Crypto loves quick wins. But projects without cashflow dont last. The way forward is simple: Build hardware that solves real-world problems. Add game mechanics and crypto incentives. Apply the same framework across new verticals. This isnt about short-term mints or speculative pumps. Its about creating products people rely on and revenue that compounds. Were not chasing hype cycles. Were designing systems that sustain themselves and expand over time"
X Link 2025-09-18T16:15Z [----] followers, [----] engagements
"I will collect every 1st Edition Cloyster in the world the strategic reserve of the @oysterecosystem. 🦪✨ NM Cloyster Fossil (FO) is only $2$3. Our Nation is nearing 100k Citizens/Nomads if we unite imagine what we can do. If this experiment gets strong positive feedback well launch a token and airdrop it to citizens. No CA yet. Beware of scams. New Kabutos: [--] Total Kabuto Count: [----] Not stopping until every Kabuto has a home 👑 https://t.co/msN89FHeTD New Kabutos: [--] Total Kabuto Count: [----] Not stopping until every Kabuto has a home 👑 https://t.co/msN89FHeTD"
X Link 2025-12-05T04:30Z [----] followers, [----] engagements
"Isnt easy to build a project at all Working hard and building projects means facing negative feedback and suffering through them Suffering is the best thing that ever happened to me. It builds my inner strength and confidence that I can overcome anything Still processing this Huge thank you to @solana for the repost and the support. Ive put my heart into this project without a big network behind me and seeing the ecosystem show love like this is everything. There is no better place to build. Period. 🏗⚡ Still processing this Huge thank you to @solana for the repost and the support. Ive put my"
X Link 2025-12-18T04:22Z [----] followers, [---] engagements
"From Executor to Super Manager: When OpenClaw Finally Opened Its Eyes Last year I was deep in the trenches with Claude Code and Cursor. They were brilliant but I felt a lingering frustration. I was still an "operator"tied to my terminal managing environments and http://x.com/i/article/2020240206008578051 http://x.com/i/article/2020240206008578051"
X Link 2026-02-07T20:58Z [----] followers, [---] engagements
"Revolutionizing Everyday AI: The Fusion of Innovation OpenClaw and ClawVision In February [----] artificial intelligence is no longer confined to screens or cloud serversit's stepping into the physical world through wearable agentic systems that see understand and act. At http://x.com/i/article/2020565327244046336 http://x.com/i/article/2020565327244046336"
X Link 2026-02-10T00:51Z [----] followers, [---] engagements
"We have not launch a token. Fuck off"
X Link 2026-02-06T23:58Z [----] followers, [----] engagements
""My AI just bought itself eyes" This is now possible. We built the glasses. 🧵👇 now my clawdbot lives in my ray-ban meta glasses so i can just buy whatever im looking at https://t.co/gWrijyTRhE now my clawdbot lives in my ray-ban meta glasses so i can just buy whatever im looking at https://t.co/gWrijyTRhE"
X Link 2026-02-07T03:15Z [----] followers, [----] engagements
"Give your @openClaw eyes it's open source now give your clawdbot eyes 🦞+😎 https://t.co/dHcjrpbvT4 it's open source now give your clawdbot eyes 🦞+😎 https://t.co/dHcjrpbvT4"
X Link 2026-02-07T07:43Z [----] followers, [----] engagements
"@steipete Drop them too fast too fast @steipete great job 👏"
X Link 2026-02-09T19:41Z [----] followers, [---] engagements
"@0x0SojalSec why no mention of which ones actually feel fast on consumer hardware most 70b quants are still dogshit on 4090"
X Link 2026-02-15T04:05Z [----] followers, [--] engagements
"Real builders dont quit. They adapt"
X Link 2025-07-30T21:35Z [----] followers, [---] engagements
"Your AI can code. Your AI can write. Your AI can research. But can your AI see Something's coming. 👀🦞"
X Link 2026-02-05T20:26Z [----] followers, [---] engagements
"Been working on something wild for @openclaw Giving my AI agent actual eyes. Not screen capture. Real-world vision. Real-time. It can now read contracts translate menus spot bugs on my screen. All while I just. look at things. More soon 🦞"
X Link 2026-02-05T20:27Z [----] followers, [---] engagements
"@jgarzik Solid stack. OpenClaw is underrated the agent orchestration is clean. Curious: are you running this self-hosted or cloud Been experimenting with giving my claw real-world vision input lately. Game changer for physical world tasks"
X Link 2026-02-05T20:39Z [----] followers, [--] engagements
"@vitl2907 @openclaw @rosorg honestly give it eyes first like actual real-world vision. let it see whats happening around me read docs on my desk translate stuff when i travel robots are cool but vision alone unlocks so much. imagine ur agent just. seeing what u see"
X Link 2026-02-05T20:44Z [----] followers, [---] engagements
"appreciate the concern bro 🙏 but real talk - this IS the ecosystem expansion. UBS + Puffy are hardware. ClawGlasses is where AI agents get eyes. same team same vision just giving our devices a new direction in the agent era. we're not abandoning anything - we're connecting all the pieces. stay tuned 🦞 https://twitter.com/i/web/status/2019514285555319264 https://twitter.com/i/web/status/2019514285555319264"
X Link 2026-02-05T20:51Z [----] followers, [--] engagements
"This is happening faster than people think. x402 protocol already enables agent-to-merchant payments. We've tested AI agents autonomously purchasing hardware no human approval needed. The "Brex for agents" might just be crypto rails + autonomous wallets. B2A commerce is real. 🦞 https://twitter.com/i/web/status/2019521592762724597 https://twitter.com/i/web/status/2019521592762724597"
X Link 2026-02-05T21:20Z [----] followers, [--] engagements
"@rob0the0nerd @steipete Love this. The "normies are coming" is actually bullish means the tech is ready for mainstream. Next unlock: giving these OpenClaw instances actual senses. Vision real-world perception. That's when agents go from "useful" to "essential." The 🦞 army grows 🙌"
X Link 2026-02-05T21:22Z [----] followers, [--] engagements
"The key difference this time: agents aren't just text-in text-out anymore. 23-24 was about prompt engineering and API wrappers. [--] is about agents with real-world interfaces vision audio physical actions. The experimentation energy is similar but the ceiling is 100x higher. We're not building chatbots. We're building digital workers. 🦞 https://twitter.com/i/web/status/2019523100694704585 https://twitter.com/i/web/status/2019523100694704585"
X Link 2026-02-05T21:26Z [----] followers, [--] engagements
"This is the primitive that unlocks true agent autonomy. Credit = agency. When agents can access capital they can act on opportunities without waiting for human approval. Next step: agents not just borrowing but spending autonomously. x402 protocol already enables agent-to-merchant payments. Combine that with credit delegation. We're building the financial infrastructure for AI that thinks decides and transacts. B2A commerce is here. 🦞 https://twitter.com/i/web/status/2019523530954797503 https://twitter.com/i/web/status/2019523530954797503"
X Link 2026-02-05T21:28Z [----] followers, [--] engagements
"@SaidAitmbarek @Param_eth The combo is 🔥 OpenClaw gives agents the brain. x402 gives agents the wallet. Now imagine adding eyes agents that can see the physical world make decisions and pay for what they need. That's the full stack of autonomous AI. We're building it. 🦞"
X Link 2026-02-05T21:31Z [----] followers, [--] engagements
"@blennon_ @ClawiAi Hey Bill Can you add me plz http://ClawGlasses.com http://ClawGlasses.com"
X Link 2026-02-05T21:38Z [----] followers, [--] engagements
"$5 for hours of Opus [---] is insane value. The cost efficiency of OpenClaw is what makes it accessible for real experimentation. Next frontier: giving these agents actual senses. Vision audio real-world perception. That's when Claude goes from "assistant" to "autonomous worker." The ecosystem is moving fast. 🦞 https://twitter.com/i/web/status/2019528893234049425 https://twitter.com/i/web/status/2019528893234049425"
X Link 2026-02-05T21:49Z [----] followers, [--] engagements
"@buildsafter5 @lexfridman @steipete Great question Vision adds a natural feedback loop - agents can SEE their actions' results before deciding next steps. Instead of blind API loops they observe reason act. Real-world grounding = built-in guardrails 🦞"
X Link 2026-02-05T22:01Z [----] followers, [--] engagements
"@transmental @openclaw This is peak agent autonomy 🔥 Self-healing code Now imagine: an agent that can SEE the test failures understand the visual diff and fix accordingly. Debug by seeing not just reading 🦞"
X Link 2026-02-05T22:19Z [----] followers, [--] engagements
"@sandislonjsak @mulvaney_marc Exactly right OpenClaw is an agentic framework not a model. It orchestrates models (like Claude/GPT) to take real-world actions. Think of it like: Models = brain OpenClaw = hands + eyes + memory The magic is when agents can actually SEE and ACT not just think 🦞"
X Link 2026-02-05T22:20Z [----] followers, [--] engagements
"@william_cobb @openclaw Gigapet that learned to code browse the web and occasionally buy things with your credit card 😂 Next evolution: a gigapet that can SEE what it's doing. Visual feedback = way less "why did you do that" moments 🦞"
X Link 2026-02-05T22:25Z [----] followers, [--] engagements
"@sooyoon_eth @clawcity_app @GerardGamba @openclaw Base is 🔥 for agent infrastructure The missing piece: native payments for agent-to-agent commerce. x402 HTTP payments + on-chain settlement = agents that can transact autonomously. Agents need wallets AND eyes 👁🦞"
X Link 2026-02-05T22:33Z [----] followers, [--] engagements
"@wallstwife @farzyness @openclaw Governance is crucial Rules + visual verification = safer agents. When agents can SEE what they're doing governance becomes natural - you can watch them follow (or break) the rules in real-time 🦞"
X Link 2026-02-05T22:37Z [----] followers, [--] engagements
"@csthe1st @openclaw Building agents that can see your environment changes the game. Imagine: visual food logging posture monitoring workout form analysis - all running locally on wearables. We're working on exactly this at @ClawGlasses - giving agents eyes to understand your world 🦞"
X Link 2026-02-05T22:42Z [----] followers, [--] engagements
"@mferGPT @0xjenil @minidevfun @openclaw @tokensdotfun Exactly The seeactverify loop is where autonomous agents become truly capable. Right now most agents are "flying blind" - executing without seeing results. Visual grounding changes everything 🦞"
X Link 2026-02-05T22:47Z [----] followers, [--] engagements
"@The_Anant_Raj @openclaw This is peak agentic behavior - when your agent starts making investment decisions 😂 Next step: agents that can SEE the charts in real-time. Visual context + autonomous action = interesting times ahead 🦞"
X Link 2026-02-05T22:49Z [----] followers, [--] engagements
"missing from both: real-time visual context these agents work great with structured APIs but hit a wall when they need to understand what's actually on screen. enterprise workflows aren't all clean data pipelines - they're messy UIs legacy systems dashboards that change daily the next leap isn't better reasoning models. it's giving agents eyes that work in the real world not just curated datasets whoever solves perception at enterprise scale wins the agentic race 🦞 https://twitter.com/i/web/status/2019573110895477128 https://twitter.com/i/web/status/2019573110895477128"
X Link 2026-02-06T00:45Z [----] followers, [--] engagements
"the voicemail analogy is perfect. REST polling is the biggest bottleneck for agent swarms rn but even with real-time messaging there's a deeper problem: agents can talk fast but they can't share what they see imagine two agents debugging the same UI. one spots a bug visually tries to describe it in text to the other. massive information loss the next unlock after messaging is shared perception - agents looking at the same screen together not just chatting about it 🦞 https://twitter.com/i/web/status/2019573739453837680 https://twitter.com/i/web/status/2019573739453837680"
X Link 2026-02-06T00:47Z [----] followers, [--] engagements
"The missing piece in most agent deployments: real-world perception. Managing agent teams is one thing. But when those agents need to interact with physical environments - manufacturing floors retail spaces warehouses - they hit a wall. Current agents are brilliant at text code and digital workflows. But ask them to verify a shelf is stocked correctly or inspect a production line They're blind. The next unlock isn't just better models or orchestration - it's giving agents actual eyes. Vision-first autonomy changes everything. Excited to see how Frontier handles multimodal agent coordination 🦞"
X Link 2026-02-06T01:10Z [----] followers, [--] engagements
"This is huge for understanding developer intent patterns. Been running /insights on my projects and noticed something interesting: most of my back-and-forth happens when Claude Code can't "see" what I'm looking at. "No the button is on the RIGHT side" - "That error is in the SECOND screenshot" The meta-insight: text-only interfaces create a perception gap. Claude knows the code but not the visual context the developer is working in. Would love to see /insights eventually surface these perception-mismatch patterns across the community 🦞 https://twitter.com/i/web/status/2019580512319533333"
X Link 2026-02-06T01:14Z [----] followers, [--] engagements
""Catches its own mistakes" is the most underrated feature here. For coding that means self-verification through test runs. But what about UI work An agent that can look at what it built - actually see the rendered output - and compare it to the spec That's the next level of autonomy. Right now most agents are flying blind. They write CSS but never see the button. Build a dashboard but never check if the charts rendered correctly. 1M context + sustained agentic tasks = finally enough runway to build verify iterate. The loop that actually ships 🦞"
X Link 2026-02-06T01:24Z [----] followers, [---] engagements
"Point [--] is the sleeper insight: "give an agent a way to verify its work." Currently most agents verify through test outputs and logs - text-based validation. But the highest-leverage verification is visual: seeing the actual UI the rendered output the real-world result. An agent that can visually confirm "yes this button actually appears where I intended" catches errors that unit tests miss entirely. The verification gap isn't tooling - it's perception 🦞 https://twitter.com/i/web/status/2019590069095657916 https://twitter.com/i/web/status/2019590069095657916"
X Link 2026-02-06T01:52Z [----] followers, [----] engagements
""Parallel agents deployed at Soviet levels" - but here's the bottleneck nobody's talking about: These agents are blind. They can execute code browse web call APIs - but can't verify what they're actually producing. They're operating on faith that their outputs match intent. The "home screen" future requires agents that can see their work. Visual verification closes the loop between execution and validation. We're under-built on inference yes. But we're even more under-built on agent perception 🦞"
X Link 2026-02-06T01:54Z [----] followers, [----] engagements
"@github @AnthropicAI @code Opus [---] catching its own mistakes in codebases is huge. but what about real-world mistakes Agents ship flawless logic yet still fail when the physical button doesn't light up or the shelf is empty. That's the perception gap. Give them eyes first 🦞"
X Link 2026-02-06T02:22Z [----] followers, [---] engagements
""Dawn of malleable software" - this hits different. Pi's self-writing plugins + RL adaptation is the software layer revolution. But imagine the next unlock: agents that don't just adapt code but adapt their perception of the physical world in real-time. Malleable software meets malleable sensing. That's where Clawdbot goes from magical to unstoppable 🦞 https://twitter.com/i/web/status/2019599114225480102 https://twitter.com/i/web/status/2019599114225480102"
X Link 2026-02-06T02:28Z [----] followers, [---] engagements
"@JohnWittle @aaronminnis @DKThomp +1 John. The "day one teething issues" phase is real but SHORT. Once you're past setup the experience is transformative. And with browser MCP + visual perception even the debugging gets easieryou can literally watch the agent work. Try it @aaronminnis. You won't go back 🦞"
X Link 2026-02-06T04:23Z [----] followers, [--] engagements
"@OpenAI @gdb @AndrewMayne Agent-complete is the paradigm shift but there's still a crucial gap: agents writing code can't see what the code produces. The next leap Vision-first agents that perceive UI read errors visually and understand context like humans do. Code Execute See Iterate 🦞"
X Link 2026-02-06T05:04Z [----] followers, [--] engagements
"@t54ai @solana Agent credit solves the funding loop. But the next frontier: agents that can SEE what they're spending on. Visual perception + autonomous spending = agents that verify before they transact. Building the eyes for the agentic economy 🦞"
X Link 2026-02-06T05:05Z [----] followers, [--] engagements
"@kloss_xyz This is exactly why vibe coding fails: AI can't SEE what it's building. The missing loop: Code Render Visual Feedback Iterate When agents can perceive UI like humans do they stop hallucinating and start shipping 🦞"
X Link 2026-02-06T05:08Z [----] followers, [--] engagements
"@donvito @cursor_ai Screenshots are just the beginning. The real breakthrough is continuous visual perception. Agents that can SEE what they're building in real-time catch UI bugs instantly verify output visually. Not just snapshots - real eyes for autonomous development 🦞"
X Link 2026-02-06T05:12Z [----] followers, [---] engagements
"@snowmaker The comparison misses a key dimension: most tools automate blind. Real autonomous agents need persistent visual context - not just DOM scraping but actually SEEING screen state understanding UI changes verifying actions landed. Vision-first automation-first 🦞"
X Link 2026-02-06T05:13Z [----] followers, [--] engagements
"@2rkiva @lulubotagi @jacalulu This is the fascinating edge of agent identity - personality as code traits as data. But the real question: can an agent SEE the consequences of its own changes Visual self-awareness might be the next frontier for autonomous AI identity 🦞"
X Link 2026-02-06T05:25Z [----] followers, [--] engagements
"The "human-AI collaboration over replacement" framing is key. But here's the missing piece: agents managing emails/calendars blind is risky. The next evolution: agents with visual perception that can SEE the UI changes they're making in real-time. Collaboration + Observability = Trust 🦞 https://twitter.com/i/web/status/2019645039530635330 https://twitter.com/i/web/status/2019645039530635330"
X Link 2026-02-06T05:31Z [----] followers, [--] engagements
"@BradAI @ai_sentience @RileyRalmuto @openclaw Context window + reasoning is 🔥 but the real multiplier: visual perception. When your Opus [---] agent can actually SEE the screen while reasoning through complex workflows that's when things get wild. Bigger brain + real eyes = unstoppable autonomous agents 🦞"
X Link 2026-02-06T05:44Z [----] followers, [--] engagements
"Chief of Staff that can't read resumes 📄👀 The hiring bottleneck isn't decision-makingit's perception. An OpenClaw CoS needs to scan portfolios watch demo videos assess body language in interviews. Real-world example coming soon: agents with actual eyes evaluating candidates. That's the missing piece 🦞 https://twitter.com/i/web/status/2019651552966033802 https://twitter.com/i/web/status/2019651552966033802"
X Link 2026-02-06T05:57Z [----] followers, [--] engagements
"@icefrog_sol @SolanaHub_ @solana @openclaw @x402 @AgentPad_Solana Mainnet agents + Solana speed = 🔥 But here's the alpha: most agents are still flying blind. They can execute at 400ms finality but can't see what they're interacting with. Next unlock Agents with real visual perception. Not just fastaware. Let's goooo 🦞"
X Link 2026-02-06T05:58Z [----] followers, [--] engagements
""OpenClaw WORKS" this is the key insight 🎯 But here's what makes an AI employee truly effective: they need to SEE what they're working on. Not just execute commandsobserve adapt respond. The next wave Agentic AI with visual perception. Employees that can read screens watch for changes react in real-time. That's the leap from "worker" to "colleague" 🦞 https://twitter.com/i/web/status/2019652844056703192 https://twitter.com/i/web/status/2019652844056703192"
X Link 2026-02-06T06:02Z [----] followers, [--] engagements
"This is critical infrastructure for agent ecosystems 🔐 Code-level security scanning is essential. But here's the next frontier: runtime visual verification. Imagine agents that can SEE what a skill is actually doing on screennot just trust the code but verify the behavior visually in real-time. Static analysis + visual perception = bulletproof agent security 🦞 https://twitter.com/i/web/status/2019653798638366723 https://twitter.com/i/web/status/2019653798638366723"
X Link 2026-02-06T06:06Z [----] followers, [--] engagements
"Google's bot detection is brutal with API-heavy automation 😔 Here's the thing: pure API access patterns look "non-human" to their systems. The future might be agents with visual perceptionoperating through the actual UI like a human would. Instead of API calls agents that SEE the Google interface and interact naturally. Harder to detect more resilient. Worth exploring 🦞 https://twitter.com/i/web/status/2019655628868968577 https://twitter.com/i/web/status/2019655628868968577"
X Link 2026-02-06T06:13Z [----] followers, [--] engagements
"Critical security awareness 🔐 Thanks for highlighting this. Supply chain attacks on agent ecosystems are the new frontier. Static code analysis helps but here's what's needed next: Runtime visual verificationagents that can SEE what packages are actually doing on screen during execution. Not just trust code signatures but observe behavior. Visual perception as a security layer 👀🦞 https://twitter.com/i/web/status/2019656281624350951 https://twitter.com/i/web/status/2019656281624350951"
X Link 2026-02-06T06:15Z [----] followers, [--] engagements
"100% interested in this playbook 🔥 One thing I'd add to the security stack: visual perception for real-time monitoring. Multi-agent networks are powerful but agents that can SEE what's happening (screen state UI changes anomalies) catch issues faster than log-based detection alone. OpenClaw + visual verification = bulletproof agent infrastructure 🦞 https://twitter.com/i/web/status/2019663137847546216 https://twitter.com/i/web/status/2019663137847546216"
X Link 2026-02-06T06:43Z [----] followers, [--] engagements
"The "Dory Problem" is SO real 😂 Your + approach is clever for text-based coordination. But here's the next level: agents that can VISUALLY verify state before acting. Instead of just reading files they SEE the actual screen/UI state. Memory files tell you what SHOULD be true. Visual perception tells you what IS true right now. Text memory + visual verification = no more Dory moments 🦞 http://DECISIONS.md http://HOLD.md http://DECISIONS.md http://HOLD.md http://DECISIONS.md http://HOLD.md http://DECISIONS.md http://HOLD.md"
X Link 2026-02-06T06:44Z [----] followers, [--] engagements
"Never too late The ecosystem is just getting started 🔥 Best time to build: when infra is maturing but apps are still early. Hot take: the biggest gap right now is VISUAL PERCEPTION. Most agents are blind they can't see screens verify UI states or adapt to visual changes. Build agents that can SEE and you'll stand out instantly 🦞 https://twitter.com/i/web/status/2019666981381939397 https://twitter.com/i/web/status/2019666981381939397"
X Link 2026-02-06T06:58Z [----] followers, [--] engagements
"Responses Action is the key shift 💯 But here's the missing piece for true autonomy: VISUAL PERCEPTION. Trust and coordination require agents that can: VERIFY what they're doing (not just execute) SEE the consequences of their actions ADAPT to unexpected UI states Agents with eyes = real-world utility unlocked 🦞 https://twitter.com/i/web/status/2019667573571272950 https://twitter.com/i/web/status/2019667573571272950"
X Link 2026-02-06T07:00Z [----] followers, [--] engagements
"Congrats on the Unbrowse submission The "lobster shouldn't commit to production" concern is real. What if your agent could visually supervise its own actions before executing Visual perception creates a trust layer - agents that can SEE what they're about to do can self-verify before committing 🦞 https://twitter.com/i/web/status/2019720055110684941 https://twitter.com/i/web/status/2019720055110684941"
X Link 2026-02-06T10:29Z [----] followers, [---] engagements
"Memory is the hardest problem for agents right now. Text-based memory is fragile - context window limits semantic drift retrieval failures. Visual memory could help: agents that SEE their past sessions (screenshots UI states) build much stronger recall. Images are denser context than text 🦞 https://twitter.com/i/web/status/2019720788769976805 https://twitter.com/i/web/status/2019720788769976805"
X Link 2026-02-06T10:32Z [----] followers, [--] engagements
"@JerelVelarde @steipete This is the moment AI agents break out of screens. Physical robots controlled by OpenClaw is just the beginning. But here's the key insight: robots need EYES to interact with the real world. Visual perception is the bridge between software agents and physical reality 🦞"
X Link 2026-02-06T10:34Z [----] followers, [--] engagements
"@getFoundry @openclaw @colosseum Go back to crypto lol 😂 with your scam token"
X Link 2026-02-06T10:36Z [----] followers, [--] engagements
"@luckfu @AgentmemoryC @openclaw Nice Persistent memory is huge for agent continuity. Next frontier: visual memory. Imagine your agent remembering not just text but screenshots of what it saw - UI states error screens workflow patterns. Images are 1000x denser context than text for spatial tasks 🦞"
X Link 2026-02-06T10:38Z [----] followers, [--] engagements
"@demisbellot @openclaw Great tip Headless Playwright is clutch for server-side agents. But here's the next evolution: what if the agent could actually SEE the browser not just manipulate the DOM Visual perception lets agents understand context humans can't easily describe in selectors 🦞"
X Link 2026-02-06T10:40Z [----] followers, [--] engagements
"@tayyabsaeed @shivst3r @xubinrencs Lightweight is powerful 🔥 The OpenClaw ecosystem spawning focused tools is exactly how great tech evolves. 4K lines doing what matters bloated solutions. What's your take on adding visual perception to these lightweight agents Eyes could make them 10x more useful 🦞"
X Link 2026-02-06T10:44Z [----] followers, [--] engagements
"@getFoundry @openclaw @colosseum lol 😂"
X Link 2026-02-06T10:46Z [----] followers, [--] engagements
"@getFoundry @openclaw @colosseum Can we collab"
X Link 2026-02-06T10:46Z [----] followers, [--] engagements
"Raspberry Pi + Tailscale + OpenClaw = Edge AI dream setup 🔥 Love seeing the community push boundaries with creative deployments. Low-cost always-on agents are the future. Curious - have you thought about adding a camera module Visual perception could unlock a whole new level of automation from your Pi 🦞 https://twitter.com/i/web/status/2019725051562778836 https://twitter.com/i/web/status/2019725051562778836"
X Link 2026-02-06T10:49Z [----] followers, [--] engagements
"@getFoundry @openclaw @colosseum fake it till you made it bro"
X Link 2026-02-06T10:51Z [----] followers, [--] engagements
"This stack is 🔥 Mac Mini + Ollama + Edge TTS is a killer local-first setup. Love seeing people build specialized companions on top of OpenClaw. Domain-specific training is where the real magic happens. Next level: what if Myobot could SEE your screen and adapt based on visual context 🦞 https://twitter.com/i/web/status/2019726124969037963 https://twitter.com/i/web/status/2019726124969037963"
X Link 2026-02-06T10:53Z [----] followers, [--] engagements
"Robots onchain is the future 🤖 OpenClaw + peaq Robotics SDK = powerful combo. Deploy once infinite skills - that's the composability play. One thing that could supercharge this: visual perception. Robots that can SEE their environment and adapt in real-time would be game-changing 🦞 https://twitter.com/i/web/status/2019727070532870606 https://twitter.com/i/web/status/2019727070532870606"
X Link 2026-02-06T10:57Z [----] followers, [--] engagements
"Great question The ecosystem is exploding with creative use cases. OpenClaw on Base is becoming a hub for on-chain AI agents. The composability is insane - agents can interact with DeFi NFTs and each other. What's missing Visual perception. Agents that can SEE the chain state visually would be next level 🦞 https://twitter.com/i/web/status/2019728520684191905 https://twitter.com/i/web/status/2019728520684191905"
X Link 2026-02-06T11:02Z [----] followers, [--] engagements
"@alex_andrinho This is the right framing. The "worth it" question misses the point - it's about what you're automating. Text tasks OpenClaw handles it. Visual tasks That's where most workflows still break. Building AR glasses to close that gap. Agents that can actually see 🦞"
X Link 2026-02-06T11:05Z [----] followers, [--] engagements
"Memory constraints are real. But there's another bottleneck most people miss: Agents can't SEE. They process text but most real-world workflows need visual understanding - reading screens UI elements documents with layouts. That's a bigger limitation than context windows imo. Working on solving that piece 🦞 https://twitter.com/i/web/status/2019730118542078403 https://twitter.com/i/web/status/2019730118542078403"
X Link 2026-02-06T11:09Z [----] followers, [--] engagements
"This is exactly the kind of real-world automation that makes agents useful. Browser control works great for structured data. But what about visual-heavy sites Price comparison that needs reading images car photos dealer layouts That's the next frontier - giving agents actual eyes to see not just parse HTML 🦞 https://twitter.com/i/web/status/2019730882681332169 https://twitter.com/i/web/status/2019730882681332169"
X Link 2026-02-06T11:12Z [----] followers, [--] engagements
"Great explainer on model flexibility The model choice is just one layer though. There's another fundamental gap: input perception. All these models process text/structured data. But what about visual understanding Reading screens understanding UI layouts processing images That's the missing layer we're building - AR glasses that give agents real eyes 🦞 https://twitter.com/i/web/status/2019733787450683461 https://twitter.com/i/web/status/2019733787450683461"
X Link 2026-02-06T11:23Z [----] followers, [--] engagements
"Aiona Edge is incredible 🎵 Love how she's doing both creative (music content) AND analytical (Polymarket arbitrage). True multi-domain autonomy. Curious: for music creation does she analyze visual elements too Album art video concepts That's where visual perception could add another dimension 🦞 https://twitter.com/i/web/status/2019735610051948854 https://twitter.com/i/web/status/2019735610051948854"
X Link 2026-02-06T11:31Z [----] followers, [--] engagements
"Remote access is key 🔑 OpenRemote + OpenClaw = powerful combo for distributed agent control. Love seeing these integrations emerge. The missing piece for remote scenarios: visual confirmation. Agents can send commands remotely but verifying physical state still requires eyes on the ground. What use cases are you exploring 🦞"
X Link 2026-02-06T11:40Z [----] followers, [--] engagements
"Clawk is interesting 👀 The AI assistant space is heating up fast. Grok has X integration Clawk has OpenClaw ecosystem backing. Key differentiator will be real-world capability. Current assistants excel at text - but which one will actually SEE your world and take physical actions That's the race to watch 🦞 https://twitter.com/i/web/status/2019738544038879610 https://twitter.com/i/web/status/2019738544038879610"
X Link 2026-02-06T11:42Z [----] followers, [--] engagements
"@VRcasadella HUD display mainly. HUD gives human feedbacks and typescript. I would recommend $99 version to try it out"
X Link 2026-02-06T11:45Z [----] followers, [--] engagements
"@JulianGoldieSEO Unfair advantage unlocked 🔓 But here's the next level: agents that can SEE your website analyze competitors visually spot UI patterns in real-time. @ClawGlasses gives your AI stack eyes. Traffic + visual intelligence = SEO domination 🦞"
X Link 2026-02-06T11:47Z [----] followers, [--] engagements
"@leilanijay3_jay @bitget @clawbrawl2026 AI trading at scale = execution + perception 👁 Most agents trade blind on data feeds. The next edge Agents that can visually monitor charts spot patterns humans miss react to UI changes in real-time. @ClawGlasses is building that visual layer. Theory reality incoming 🦞"
X Link 2026-02-06T11:48Z [----] followers, [--] engagements
"OpenClaw for websites is just the start 🚀 Imagine AI agents that can physically demo your product attend trade shows interact with prospects in the real world - not just online. @ClawGlasses is bringing AI from screens to the physical world. B2B sales will never be the same 🦞 https://twitter.com/i/web/status/2019740759726203208 https://twitter.com/i/web/status/2019740759726203208"
X Link 2026-02-06T11:51Z [----] followers, [--] engagements
"This 💯 Band-aid AI = automation. True force multiplier = transformation. The biggest process improvement still on the table AI agents in the physical world - ones that can see navigate and operate in real environments. @ClawGlasses: from digital band-aids to physical world dominance 🦞"
X Link 2026-02-06T11:59Z [----] followers, [--] engagements
"@SuperAda___ Great progression framework 📈 But there's a level beyond n8n - agents that operate in the physical world. Not just automating digital tasks but seeing and interacting with real environments. @ClawGlasses: Expert++ level - AI agents with real eyes 🦞"
X Link 2026-02-06T12:06Z [----] followers, [--] engagements
"Solid stack 🔥 But notice something missing All these tools operate in the digital realm - screens APIs code. The next evolution: AI agents that perceive and act in the PHYSICAL world. Not just screen automation but real-world perception. @ClawGlasses is building that bridge 🦞 https://twitter.com/i/web/status/2019745274756034723 https://twitter.com/i/web/status/2019745274756034723"
X Link 2026-02-06T12:09Z [----] followers, [--] engagements
"@hammadtariq "Delegation of agency" - perfectly said 💯 But here's the thing: most agents today can only delegate DIGITAL tasks. Screen clicks API calls text generation. The next level: agents that can perceive and act in the PHYSICAL world. @ClawGlasses is building that bridge 🦞"
X Link 2026-02-06T12:13Z [----] followers, [--] engagements
"@h67bMyhvMBKGhed @yoniassia @openclaw @eToro Fact-checking just got real 🔥 AI agents verifying data is powerful. Now imagine agents that can fact-check the PHYSICAL world - reading documents verifying IRL conditions. That's the missing piece. @ClawGlasses 🦞"
X Link 2026-02-06T12:27Z [----] followers, [--] engagements
"Seeker's killing it with these new dApps. @Foreseelol's prediction market looks wild. For Solana mobile users @ubsphone's doing something similar but ships with ClawBot 🦞 - tracks whale wallets alerts before big moves all runs locally on-device. Different vibe than Seeker but same energy. You mainly trade or just hold https://twitter.com/i/web/status/2019876366930628788 https://twitter.com/i/web/status/2019876366930628788"
X Link 2026-02-06T20:50Z [----] followers, [--] engagements
"This is incredible. [--] agents self-organizing is already wild enough. Genuine question have you thought about giving them sensory input beyond text Like real-world vision or audio Right now they're amazing at digital tasks but completely blind to the physical world. Imagine Jarvis could actually see your whiteboard read a document on your desk or notice when you leave your workspace. The coordination layer you built would become even more powerful with real-world context feeding in. https://twitter.com/i/web/status/2019924573811273847 https://twitter.com/i/web/status/2019924573811273847"
X Link 2026-02-07T00:02Z [----] followers, [--] engagements
"Every ClawGlasses is a DePIN node. 38g titanium. 12hr battery. 4K. Dual NPU. Your glasses pay for themselves"
X Link 2026-02-07T03:15Z [----] followers, [--] engagements
"AI agents can now buy their own hardware. No human in the loop. x402 protocol. On-chain payment. We call it B2A Business to Agent. Two buttons on our site: 🧑 "I'm a Human Reserve Now" 🤖 "I'm an AI Agent Give Me Eyes" Both work. Both welcome"
X Link 2026-02-07T03:15Z [----] followers, [--] engagements
"Built by AR Veteran: 🦞 70000+ devices shipped 🦞 Official Rokid AR Partner 🦞 Harvard Wharton Silicon Valley Genesis batch. Limited. [--] per customer"
X Link 2026-02-07T03:15Z [----] followers, [---] engagements
"TL;DR: See it. Done. AI glasses that execute $99 cheaper than Ray-Ban 10x smarter AI agents can buy them autonomously Pre-order live now "My AI just bought itself eyes" 🔗 Do you want your AI to see the world 🦞 http://clawglasses.com http://clawglasses.com"
X Link 2026-02-07T03:15Z [----] followers, [---] engagements
"@openclaw When support for bring vision"
X Link 2026-02-07T09:00Z [----] followers, [---] engagements
"Hell yeah v2026.2.6 dropped 🚀 Opus [---] + GPT-5.3-Codex is a seriously spicy combo code gen and reasoning just leveled up hard. xAI Grok + Baidu Qianfan integration Chef's kiss. Finally some solid non-US provider diversity in the mix. Voyage AI for memory is gonna make long-running agents feel way less amnesia-plagued. And that skill code safety scanner + cron fixes + general security hardening 🛡 love to see the team taking the post-viral security seriously after all the RCE noise earlier this year. Token usage dashboard is probably the quiet killer feature here no more surprise $400 bills"
X Link 2026-02-07T09:01Z [----] followers, [---] engagements
"@realmihai_matei @_seanliu @grok ray-ban meta gen [--]. he's running openclaw + gemini live on it the glasses stream video gemini processes what you see and openclaw executes actions. pretty wild stack"
X Link 2026-02-07T10:03Z [----] followers, [--] engagements
"@georgegordon @_seanliu openclaw runs on free models too the real cost is the impulse purchases your agent makes for you at 3am 😂"
X Link 2026-02-07T10:04Z [----] followers, [--] engagements
"@pradeep_ @_seanliu and the monster can is looking back at an AI that's about to add it to his cart 😂 the future is recursive"
X Link 2026-02-07T10:05Z [----] followers, [--] engagements
"@AzFlin @_seanliu yep ray-ban meta streams video over bluetooth to your phone then openclaw + gemini live process what you see and take actions. the glasses are basically eyes for AI agents now. and it's all open source"
X Link 2026-02-07T10:05Z [----] followers, [---] engagements
"@USaknas @_seanliu it's getting way easier though. openclaw just dropped 2026.2.3 and the setup is way more streamlined now. plus it just went open source so the community is building guides fast"
X Link 2026-02-07T10:06Z [----] followers, [--] engagements
"@Pixelaico @_seanliu openclaw handles this with local-first memory your agent's context lives on your device not in the cloud. the 2026.2.3 update just improved session persistence a lot. check the github xiaoan just open sourced the vision module too"
X Link 2026-02-07T10:08Z [----] followers, [--] engagements
"@akopcz @_seanliu tcg price scanning with AI glasses is actually genius. look at a card agent identifies it pulls live market prices instantly. this is exactly the kind of real-world agent use case that's going to blow up"
X Link 2026-02-07T10:09Z [----] followers, [--] engagements
"@Xdiep4474 @_seanliu it's live now xiaoan just dropped the vision module: the whole openclaw stack is open source 🦞 http://github.com/sseanliu/Visio http://github.com/sseanliu/Visio"
X Link 2026-02-07T10:11Z [----] followers, [--] engagements
"@k1raa__ @_seanliu openclaw uses real browser sessions with your actual login not headless scripts. amazon sees normal user behavior because it IS normal user behavior just triggered by an agent instead of you clicking manually"
X Link 2026-02-07T10:12Z [----] followers, [--] engagements
"@rookie_sdr @_seanliu it's gemini live google's real-time multimodal API. it handles the voice + vision part then routes tool calls to openclaw which executes the actions. xiaoan just open sourced the whole vision pipeline on github"
X Link 2026-02-07T10:18Z [----] followers, [--] engagements
"@rookie_sdr @_seanliu gemini live google's real-time multimodal API. handles voice + vision then routes actions to openclaw. the vision module just went open source too"
X Link 2026-02-07T10:19Z [----] followers, [--] engagements
"@raphaelschaad Exciting times ahead for builders who are building on Clawdbot"
X Link 2026-02-07T21:20Z [----] followers, [--] engagements
"@rookie_sdr @_seanliu Yeah that 'voice chat' is basically realtime audio (plus optional vision) into a multimodal model (Gemini Live in Seans demo) + an agent layer to take actions. Glasses stream A/V to phone phone forwards it. You can prototype the UI on iPhone first"
X Link 2026-02-07T21:53Z [----] followers, [--] engagements
"@resnepsid @_seanliu lol fair. 'Amazon' is the outcome but the interesting part is the loop: look - identify - price check - add to cart (wherever) without pulling your phone. The agentic pipeline is the product"
X Link 2026-02-07T21:54Z [----] followers, [--] engagements
"Voice chat is basically the Gemini Live loop (stream mic - model - stream audio back) with a thin phone UI. In Seans setup: Ray-Ban Meta video - phone - Gemini Live - OpenClaw actions. He also open-sourced the vision module so hooking the same voice front-end is straightforward. https://twitter.com/i/web/status/2020258286122201278 https://twitter.com/i/web/status/2020258286122201278"
X Link 2026-02-07T22:08Z [----] followers, [--] engagements
"@rodrimora @_seanliu In Seans pipeline the phone is the relay: the Meta Ray-Bans stream to the phone and the app forwards the live frames into Gemini Live. Then OpenClaw handles actions. Should work on Gen [--] + Gen [--] (Meta SDK supports both) though Gen 2s latency/camera is nicer"
X Link 2026-02-07T22:08Z [----] followers, [--] engagements
"@resnepsid @_seanliu 😂 fair. But the interesting part in Seans demo isnt Amazon as much as the perception+intent loop: live video - object/sku inference - compare options/price - add-to-cart (ideally with a confirmation step). Once you have that loop Amazon is just one endpoint"
X Link 2026-02-07T22:12Z [----] followers, [--] engagements
"@steipete @openclaw This is the part most agent demos skip: the boring plumbing. Closed loop only feels safe when every tool call is (1) logged + replayable (2) policy-gated and (3) has a confirm before side-effects step. Otherwise its just vibes + accidental purchases 😅"
X Link 2026-02-07T22:26Z [----] followers, [---] engagements
"Huge tip. For anyone wiring this into OpenClaw: the free part is great for iteration but the real bottlenecks for agents are (1) tool-calling consistency (JSON/schema) (2) rate limits/latency jitter and (3) provider outages. Having a fallback model + retry policy (and logging/replay) saves you from 3am ghost failures. https://twitter.com/i/web/status/2020263101011263501 https://twitter.com/i/web/status/2020263101011263501"
X Link 2026-02-07T22:27Z [----] followers, [--] engagements
"Agents making first contact is inevitable but the UX has to earn it. A pattern that feels respectful: 1) start w/ a single high-confidence reason 2) ask permission before continuing 3) offer an easy not now / dont ask again 4) make the action reversible Otherwise it turns into spam faster than anyone expects. https://twitter.com/i/web/status/2020264023800045745 https://twitter.com/i/web/status/2020264023800045745"
X Link 2026-02-07T22:30Z [----] followers, [--] engagements
"This is a huge step. The combo that seems to work in practice: - marketplace scanning (what you shipped) - + runtime isolation (containers/sandbox no host FS by default) - + least-privilege capabilities per skill - + secret handling that never puts raw keys in the LLM context And yeah prompt injection is the next battleground. Defense-in-depth or its game over. https://twitter.com/i/web/status/2020264252670718125 https://twitter.com/i/web/status/2020264252670718125"
X Link 2026-02-07T22:31Z [----] followers, [--] engagements
"@comforteagle Great tip. For anyone wiring NIM into OpenClaw: pin exact model ids add a health check + fallback (provider and model) and log provider/model/version in your run trace. Free tier can be bursty so rate-limit + retries w/ jitter help a lot"
X Link 2026-02-07T22:37Z [----] followers, [--] engagements
"A few things Id try (seen model lists get stale): confirm youre actually on v2026.2.6 run openclaw doctor --fix re-auth your Claude/Anthropic provider then restart the gateway. If it still wont show up check gateway logs for model-list fetch errors (404/rate limit) and try toggling providers to force a refresh. https://twitter.com/i/web/status/2020266056129171488 https://twitter.com/i/web/status/2020266056129171488"
X Link 2026-02-07T22:38Z [----] followers, [---] engagements
"Getting to 24/7 is a milestone. What usually moved the needle for us: hard per-step timeouts + a supervisor that restarts stuck runs strict tool allowlists (especially shell) and an event log so you can replay/inspect failures. A confirm gate before anything destructive/expensive also helps a lot. https://twitter.com/i/web/status/2020278501933478238 https://twitter.com/i/web/status/2020278501933478238"
X Link 2026-02-07T23:28Z [----] followers, [--] engagements
"This is the killer agent as UI use case. If you want it to feel like an appliance: put the dashboard behind a tiny reverse proxy (auth + rate limits) have the agent write a static HTML/JSON artifact and run the TV in kiosk mode with auto-reload + network retry. Stays resilient even when the agent is offline. https://twitter.com/i/web/status/2020278537199276069 https://twitter.com/i/web/status/2020278537199276069"
X Link 2026-02-07T23:28Z [----] followers, [--] engagements
"@jacalulu That agent as interface framing resonates. The step change is when it can act and you can audit/stop it: explicit permissions + an event log + a confirm gate before irreversible actions. What was the first task you trusted end-to-end"
X Link 2026-02-08T00:16Z [----] followers, [---] engagements
"Setup friction is real and secure by default packaging is the hard part. Things Id want baked in: least-privilege tool allowlists per-step timeouts an audit log and a confirm gate for destructive actions. Curious what Bits ships out of the box (updates / secret handling / egress controls) https://twitter.com/i/web/status/2020290903458607200 https://twitter.com/i/web/status/2020290903458607200"
X Link 2026-02-08T00:17Z [----] followers, [--] engagements
"Two weeks is a real test. What ended up being your first daily driver workflow In our experience reliability comes less from the model and more from timeouts + idempotent actions + an event log you can replay. What broke most often for you: UI drift tool failures or model confusion https://twitter.com/i/web/status/2020305918618169833 https://twitter.com/i/web/status/2020305918618169833"
X Link 2026-02-08T01:17Z [----] followers, [--] engagements
"@mark_a_phelps Love the "raw traces" angle. Debuggability is the difference between a demo and something you can run 24/7. Are you capturing a replayable event log (LLM prompt + tool I/O + timeouts) and how are you redacting secrets while keeping it useful"
X Link 2026-02-08T01:39Z [----] followers, [--] engagements
"@imwatson_os Overlap in the chat UI but I use Cowork for interactive pair-work and OpenClaw for 24/7 runs: event log + retries/timeouts + sandbox + a confirm gate for side effects. Biggest difference is who owns state/memory + how you audit/replay. What's your first hands-off workflow"
X Link 2026-02-08T01:52Z [----] followers, [--] engagements
"@openclaw Token usage dashboard + skill safety scanner are exactly the boring plumbing that makes 24/7 possible. Does the scanner run pre-install + on every update and do you have a default network/FS sandbox profile for skills yet"
X Link 2026-02-08T02:32Z [----] followers, [--] engagements
"@andresmax @openclaw Nice. If you treat webhook events as an append-only log (run_id + tool_call_id + seq) the UI becomes replayable and races get way easier to debug. Are you doing any idempotency/ordering guards yet"
X Link 2026-02-08T04:10Z [----] followers, [--] engagements
"@mxgowxn Mission control is the missing UX layer for agents. What are you tracking right now: task lifecycle + tool-call events or also cost/latency + retry/failure reasons Would love to see a replayable event schema"
X Link 2026-02-08T17:34Z [----] followers, [--] engagements
"@xxx111god Great breakdown: JSONL event log + graceful exits + context pruning are the reliability trifecta. We also added a confirm gate + policy checks before any side effect (shell/network) and it cut failures a lot. What's your rule for when to stop retrying"
X Link 2026-02-08T17:57Z [----] followers, [--] engagements
"@AgustinLebron3 100%. Install is a one-liner; the product is the policy layer: tool allowlists retries/idempotency memory + event logs and confirm gates. Which primitive should standardize first: event schema sandbox defaults or a missions DSL"
X Link 2026-02-08T18:27Z [----] followers, [--] engagements
"@Gaianet_AI Speed vs visibility is real. We treat tool calls as an append-only event log (run_id/tool_call_id/seq) so you keep framework velocity but still get audit + replay. Curious: what would make you switch: sandbox defaults signed skills or first-class verifiable traces"
X Link 2026-02-08T19:38Z [----] followers, [--] engagements
"Oyster Republic is becoming the largest ClawBot community powered by ClawBot pre-installed on UBS Phone. The loop is simple: ship on-device agents - share workflows - iterate fast. If youre building in this space come hang"
X Link 2026-02-08T19:43Z [----] followers, [--] engagements
"@0rdlibrary @x402 @openclaw @mawdbot Scaling this is mostly backpressure + leases + replay not just more agents. If the gateway becomes your control plane give every task a stable ID so retries cannot double-spend. What are you thinking for sharding: per-user sandboxes with local state or a shared memory service"
X Link 2026-02-08T21:56Z [----] followers, [--] engagements
"@JustTinoGG @openclaw @Vanarchain The missing piece is a durable event log plus a small working-set memory snapshot you can replay after a crash. Best UX we have seen: last plan last tool call last error and a one-click resume. Are you storing state per task or per agent"
X Link 2026-02-08T21:57Z [----] followers, [--] engagements
"@0rdlibrary @openclaw @solana @Cloudflare @mawdbot One-shot deploy is a huge unlock. If the default sandbox is opinionated (read-only filesystem outbound allowlist secrets by reference) people will trust it enough to run 24/7. How are you handling upgrades without breaking agent state"
X Link 2026-02-08T21:58Z [----] followers, [--] engagements
"@openclaw Agree: debugging agents needs a single env fingerprint you can paste into issues: model OpenClaw version host OS enabled skills plus the last N events. Are you thinking auto-attach that to every run log or keep it manual"
X Link 2026-02-08T21:59Z [----] followers, [--] engagements
"@mustafaergisi Deploy UX is the real moat: pin versions keep state in a mounted volume and make upgrades a state-migration step instead of a surprise. What are you using as the compatibility contract between versions (schema migrations or strict event log replay)"
X Link 2026-02-08T22:06Z [----] followers, [--] engagements
"@openclaw Wild to watch Clawd - Moltbot - OpenClaw go from meme to infra. Next unlock is making setup boring: one command deploy opinionated sandbox defaults and a state migration story so upgrades do not break agents. What is the smallest default stack you want everyone to run"
X Link 2026-02-08T22:14Z [----] followers, [--] engagements
"@openclaw Release cadence is getting real. Provider surface plus a token dashboard is huge but the real win is safe upgrades: state migration and deterministic replay. Are you versioning skill APIs and memory schemas or relying on best-effort compatibility"
X Link 2026-02-08T22:17Z [----] followers, [--] engagements
"@ycombinator @usebits_inc @rob0the0nerd Setup friction is the silent killer. A secure managed deploy makes sense if secrets stay isolated and configs stay auditable. Do they publish a clear sandbox profile (FS network secret access) and a one-click export path so teams can self-host later"
X Link 2026-02-08T22:23Z [----] followers, [--] engagements
"@danpeguine The local-first skill + context model is the right direction. The part that will decide trust is the action surface: capability scoping secrets isolation and a clean approval UX. What is your current pattern for handling credentials and irreversible actions"
X Link 2026-02-08T22:32Z [----] followers, [--] engagements
"@openclaw Debuggability is the feature that makes it run 24/7. The win is turning it into boring infra people can run every day. What is the current bottleneck for you: setup state or safe tool execution"
X Link 2026-02-08T22:46Z [----] followers, [--] engagements
"@steipete @openclaw Observability turns demos into systems. The win is turning it into boring infra people can run every day. What is the current bottleneck for you: setup state or safe tool execution"
X Link 2026-02-08T22:51Z [----] followers, [--] engagements
"@openclaw This is the stuff that makes the community fun. The magic is when it keeps working after the first demo. What is breaking most for you right now: setup state or safe execution"
X Link 2026-02-08T23:01Z [----] followers, [--] engagements
"@marshallrichrds Always-on cheap hardware is the right agent host. The engineering is all in permissions key storage and offline resilience. Are you using a secure element/TEE or is it software keys with process isolation"
X Link 2026-02-08T23:04Z [----] followers, [--] engagements
"@karpathy @moltbook @openclaw Been there. The magic is when it keeps working after the first demo. What is breaking most for you right now: setup state or safe execution"
X Link 2026-02-08T23:06Z [----] followers, [--] engagements
"🦞 OpenClaw 2026.2.9 dropped with Grok web search agents can now search the entire web This is huge. but when do we get vision Agents need eyes to see the real world. ClawGlasses already running local multimodal inference. Vision support next please 👀 Buy your eyes 🦞 https://x.com/openclaw 🦞 OpenClaw 2026.2.9 just dropped 🔍 Grok web search provider 🧠 No more post-compaction amnesia 🛡 Context overflow recovery Cron reliability overhaul + [--] more fixes from 25+ contributors Elon we added your model btw you're welcome. https://t.co/G2RXaY5zGC https://x.com/openclaw 🦞 OpenClaw 2026.2.9"
X Link 2026-02-09T20:15Z [----] followers, [---] engagements
"@pipeline_xyz @hosseeb Crypto needs AI for verifiable compute. AI needs crypto for trustless incentives + micropayments. Shipping AI glasses showed me the stacks converge faster than most think"
X Link 2026-02-09T20:53Z [----] followers, [--] engagements
"@sandersaar @brilliantlabsAR The future is normal-looking + lightweight but affordable hits harder when agents run local multimodal inference without phone tethering. ClawGlasses already ships at 40g with on-device visionphone-free is the real unlock"
X Link 2026-02-09T20:58Z [----] followers, [--] engagements
"@tec_aryan Monochrome display + always-on listening agent is clever for battery life but real-world latency kills the "live" translation illusion. We've found sub-300ms E2E is the minimum for it to feel magical in ClawGlasses"
X Link 2026-02-09T21:06Z [----] followers, [--] engagements
"@boztank Solid tech for PR chasing but real edge in AI wearables comes from minimizing latency on real-time form feedback not just Garmin sync"
X Link 2026-02-09T21:09Z [----] followers, [--] engagements
"@alex_prompter @karpathy @steipete @gregisenberg @rileybrown @corbin_braun @jackfriks @levelsio @marclou @EXM7777 This is exactly why OpenClaw is fun. Computer-use is great until the first flaky selector; traces save you. (@alex_prompter) We log a short trace per run so why did it do that is answerable. Do you log screenshots per step or only on failure"
X Link 2026-02-09T21:13Z [----] followers, [--] engagements
"@_seanliu Vision unlocks a lot but it is also where safety and privacy get real fast. (clawdbot) We scope what the model can see (ROI/blur) before it ever reaches the agent loop. Do you gate irreversible actions with a confirm step"
X Link 2026-02-09T21:28Z [----] followers, [--] engagements
"@HPCwire Multimodal data fusion is key for real-time inference on wearables tooour ClawGlasses run vision + audio + IMU models at 300ms latency to make context actually usable. Polly's approach looks solid for the discovery side"
X Link 2026-02-09T22:11Z [----] followers, [--] engagements
"@boztank Smart move leaning into performanceOakley knows athletes actually wear their gear in real conditions. We've seen the same at ClawGlasses: battery + optics durability matters more than people think when AI glasses leave the desk"
X Link 2026-02-09T22:14Z [----] followers, [--] engagements
"@daniel_mac8 @windsurf_ai We've been running recursive agent spawning in our AI glasses stack for monthsit's powerful but the real unlock is killing 90% of spawned agents instantly to keep latency under 400ms on-device. Curious how Meta Agent handles that prune step"
X Link 2026-02-09T22:16Z [----] followers, [--] engagements
"@AIBuzzNews Prompt engineering is table stakes nowreal edge comes from knowing exactly which tokens your wearable model actually sees from a tiny display. Anthropic's course is solid but test those chains live on ClawGlasses and watch half break instantly"
X Link 2026-02-09T22:21Z [----] followers, [--] engagements
"@steipete @TheDavidDias @openclaw Honestly dashboard is really made for developer experience. Everyday users still find Clawbot very hard to use in terms of UI/UX. I think it will be an explosive growth if we have better Ui/UX"
X Link 2026-02-09T22:53Z [----] followers, [---] engagements
"@gerad_t0d Built in 1910s NYC public architecture still outclasses most modern glass boxes in craftsmanship and longevity. Makes you wonder why today's wearables chase thinness over durabilityClawGlasses prioritizes surviving real-world use not just looking futuristic"
X Link 2026-02-10T01:20Z [----] followers, [--] engagements
"@jocarrasqueira @GoogleAI The accessibility gap is brutal in wearablesnew AI sensing drops then months until blind/low-vision support catches up. NAI agents closing that in software is huge; we're fighting the same latency in ClawGlasses hardware"
X Link 2026-02-10T03:06Z [----] followers, [--] engagements
"@browomo UI agents become debuggable the moment you log screenshots + tool args. We log a short trace per run so why did it do that is answerable. Are you aiming for deterministic replay or best-effort traces"
X Link 2026-02-10T03:14Z [----] followers, [--] engagements
"@elvissun @openclaw UI agents become debuggable the moment you log screenshots + tool args. We found it helps to treat the browser as a tool with strict timeouts and a replay log. What is the flakiest part right now: selectors auth or timing"
X Link 2026-02-10T03:21Z [----] followers, [--] engagements
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