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Vincent Koc
@vincent_koc
Futurist 🦄 Chief Architect @openclaw 🦞 Writer @forbes Tech Council Adjunct @MIT Ex @Microsoft @Qantas
7K Following    23.4K Followers
OpenClaw signed the keep AI open letter. We are strong believers in opensource and open-weight AI and will continue to advocate for AI for everyone.
TLDR on graphs. 1/ Good loops are many agents. 2/ Many agents in a deterministic manner is just a DAG 3/ DAG execution is just a graph There you have graph engineering. Thanks
♥️Huge thanks to @nvidia for the DGX Sparks for @openclaw engineering team. We have been putting these to hard work, product announcements soon with our joint efforts to improve local model experience and empowering use-cases locally beyond what is currently possible on OpenClaw. I've been particularly enjoying newer local models like Bonsai and Poolside Laguna and distributed inference with tools like Exo.
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Super proud to see the foundation come to life
The lobsters now live forever. Introducing the OpenClaw Foundation 🦞
Want to join the forefront of agentic engineering? We are growing the team at @openclaw from FDE's to DevRel and Marketing folks. Apply to join the foundation 🦞
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This july 4th 🇺🇸 i raided the apple store for loot! I ran out of compute for my agents, need more ram and cpu to feed my claws and codex.
Newly minted @openclaw foundation website ( Stay tuned for upcoming foundation announcements along with jobs and more.
Roast my singing skills. Thanks for @Richelle_Ji putting me up for this in the middle of @aiDotEngineer
These video models are toooooooo good now 🥹
Seedance 2.0 on OpenArt AI Prompt: Main subject: young Korean woman, early 20s, natural everyday appearance, faded charcoal-grey sleeveless crop top, loose high-waisted light-wash jeans, black canvas sneakers, black cord necklace, black wavy hair in a messy side ponytail with wispy bangs. Realistic skin texture, minimal makeup, warm and approachable personality. Maintain consistent identity, clothing, hairstyle, and appearance throughout the entire video. Location: Authentic Korean residential neighborhood during a calm late morning. Narrow concrete alleys, low-rise homes, small terraces, potted plants, laundry lines, bicycles, utility poles, overhead wires, mature trees casting moving shadows, quiet residential atmosphere. No stores, advertisements, cafés, crowds, or commercial activity. Visual Style: Ultra-realistic documentary realism. Genuine candid behavior. Natural body language. Unscripted slice-of-life feeling. Strong environmental authenticity. Rich real-world details and believable human motion. Camera Style: Early-2000s consumer DV camcorder aesthetic. Friend casually recording everyday moments. Heavy handheld shake, imperfect framing, frequent autofocus hunting, lens breathing, exposure pumping when moving between sun and shade, occasional motion blur, subtle rolling shutter, mild digital compression artifacts, faded colors, soft contrast, slight sensor noise. No stabilization. No cinematic camera moves. No modern color grading. 00:00–00:02 Outside a small house entrance. She sits on a low concrete wall adjusting her ponytail with both hands raised. A light breeze moves loose strands of hair. She smiles naturally while the camera struggles to hold focus. 00:02–00:04 The camera follows her into a narrow alley lined with potted plants and concrete walls. She notices a stray cat approaching and crouches down. Framing drifts off-center as the operator tries to keep up. 00:04–00:06 She gently pets and feeds the cat. Autofocus repeatedly shifts between her face and the animal. Morning sunlight flickers through leaves overhead. 00:06–00:08 Small front yard beside her house. She hangs laundry on a clothesline while fabrics sway in the breeze. Exposure changes as clouds briefly pass overhead. 00:08–00:10 On a quiet terrace with a ceramic coffee cup. She sits comfortably watching the neighborhood, occasionally brushing hair behind her ear. Loose handheld side angle with natural camera drift. 00:10–00:12 Close side profile. Someone off-camera greets her. She turns, raises her hand, smiles warmly, and casually says, “Annyeong.” The camera catches the moment slightly late. 00:12–00:15 Walking slowly down a tree-lined residential lane holding her coffee cup. She notices the camera, gives a small genuine smile, then looks away and continues walking. Recording cuts abruptly to black mid-motion as if the camcorder was switched off. Audio: Natural ambient sound only — morning birds, distant motorcycles, light wind, leaves rustling, faint neighborhood chatter, cat sounds, footsteps on concrete, fabric moving on clotheslines, subtle residential ambience. No music. No sound design. No narration. Goal: Authentic Korean neighborhood life captured like a forgotten home video from the early 2000s — candid, imperfect, realistic, warm, and deeply believable.
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v2026.6.11 has dropped. This release focuses on the rough edges that make OpenClaw feel less dependable: misplaced replies, stuck sends, reconnects, model setup failures, and more. Beware, this release is boring.
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Just imagine launching an app after stuck in review for ages with a small team of maintainers and you hit #24# in productivity in the Apple App Store in <1 day. Just imagine!
imagine getting acquired by @OpenAI, get unlimited AI tokens and still drop this slop abomination
Yea so im in the top 25 of all time commiters on Github 😮😮
Great to be partnering with @github on combating the challenges that come with new dawn of agentic engineering being a design partner in helping improve the experience for us and the wider open-source developer community.
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Last week we shipped pull request limits: a new way for maintainers to cap the flood of incoming PRs. 700 projects are already using it already: Thanks to the dozens of maintainers who shaped this release and continue to give us feedback to improve the maintainer experience on GitHub including @nicktindle (AutoGPT) @MikeMcQuaid (Homebrew) @vincent_koc (OpenClaw)
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We have been hard at work to instill confidence in @openclaw . Dog fooding agentic engineering untill we got things right. I feel so confident 1-2 prior stable releases where shipped in my sleep with no human intervention.
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OpenClaw or BrokenClaw? First off, I’d like to introduce myself. My name is Hannes Rudolph, and I’m the new Community Manager here at OpenClaw. Nice to meet you. I want to acknowledge the frustration many of you have felt with OpenClaw’s stability. We’ve broken your claws, and that sucks. We’ve made some real progress recently, but there’s still work to do and we’re going to keep at it. We understand how frustrating it is to deal with repeated issues, especially when our public response has been lacklustre and hasn’t matched the seriousness of the problems you’re experiencing. For anyone who wants to look at one data point showing how stability has changed over time, there’s an independent public tracker here: We didn’t make it, and we don’t think any single tracker is infallible or tells the whole story. But it does help show how bad things got and where we are now. It’s a useful reference point, not a substitute for listening to people directly or looking at the issues they’re still having. OpenClaw is nothing without the people who use it, build with it, question it, and help shape where it goes. We know that because many of us were frustrated users before joining the project. We care about this community, and we want this community to be a place where people can get help, share ideas, and be honest about what is and isn’t working. That means we need to listen when people are angry, engage when things are confusing, and make it easier for people to participate rather than shutting them down. Please keep being vocal about what isn’t working. We’ll do our best to route feedback to the development team quickly and with the importance it deserves. I can merge things when needed, and we’re not interested in hiding behind process while users are dealing with broken or frustrating behaviour. We’ve heard you. Now we need to show that we have. Hannes
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All the gaslighting and lies to pump their own marketing is why we dont get on with @Teknium. Not to mention the death threats and suicide jokes they have been from shill accounts. Screenshot from their Discord members discussing this like it's non trivial. And people keep asking why we don't play nice. I'm sick of this childish behavior. It's not even funny anymore.
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New NPM all time high record for @openclaw, going from strength to strength!