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introducing Campus. a collaborative, spatial workspace. your agents and teammates. shared memory. shared context. nothing resets. 400 commits in the last several dozen hours. we haven't been able to stop. demo coming. this is before that. a Campus you never graduate from. comment "CAMPUS" for first access.

Abel Mengistu

1,625 subscribers

481,623 Aufrufe • vor 4 Monaten •via X (Twitter)

Bildung Wissenschaft & Technologie

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49 Kommentare

Profilbild von Andrew Daniels 💜

Andrew Daniels 💜vor 4 Monaten

@TondeHarsh Bro if this is stuff you demoing before FFDC — dang y’all going to kill this new wave of software development.

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

@TondeHarsh tune in my guy. tune in

Profilbild von Kathank Raithatha | DevRel

Kathank Raithatha | DevRelvor 4 Monaten

Can't wait to try this 😍😍😍

Profilbild von prashant dalai

prashant dalaivor 4 Monaten

Excited again 😍.

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

@prashantrdalai yea boiii

Profilbild von Decklabs

Decklabsvor 4 Monaten

how does the shared memory stay consistent when agents and humans edit the same space at the same time

Profilbild von Vladimir Gusev

Vladimir Gusevvor 4 Monaten

This changes how teams build together.

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

100%

Profilbild von Yeabkal

Yeabkalvor 4 Monaten

CAMPUS

Profilbild von Jordan Bleek

Jordan Bleekvor 4 Monaten

we literally just ran into this last week

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

20 terminal tabs was the breaking point 😂

Profilbild von Jordan Bleek

Jordan Bleekvor 4 Monaten

we literally just ran into this last week

Profilbild von Pankaj Yadav

Pankaj Yadavvor 4 Monaten

Shared memory + shared context for agents and teammates? This is the future of collaborative AI dev. No more lost context, no more re-explaining everything. This is genius.

Profilbild von Jay (Soroush) Zare

Jay (Soroush) Zarevor 4 Monaten

CAMPUS

Profilbild von BEE LAW 🐝👩🏽‍⚖️

BEE LAW 🐝👩🏽‍⚖️vor 4 Monaten

🤯🔥 this is about to change the game fr fr. i can see so many use cases!

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

@bossassbee_ it's honestly crazy. we've been plugged in

Profilbild von Glenford Williams 🇯🇲

Glenford Williams 🇯🇲vor 4 Monaten

CAMPUS

Profilbild von 0xBasedApe

0xBasedApevor 4 Monaten

campus looks next level. shared memory that never resets? this changes everything.

Profilbild von Jity Woldemichael

Jity Woldemichaelvor 4 Monaten

CAMPUS!!

Profilbild von 행벅

행벅vor 4 Monaten

와, 400 커밋이라니 엄청나네요! 저도 얼리 액세스 꼭 참여해보고 싶어요.

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

👍

Profilbild von Vivek Yadav #PROCoach

Vivek Yadav #PROCoachvor 4 Monaten

CAMPUS 100x

Profilbild von Nuisance

Nuisancevor 4 Monaten

One need a very BIG HUGE MONITOR 4This Nice

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

lol. pan and zoom my friend. we can browse the whole world with these two on a map.

Profilbild von Nuisance

Nuisancevor 4 Monaten

True Good Times To B Alive i think there some aliens somewhere bringing new ideas humans never thought off Ai Next Will have As s 4butt

Profilbild von Jorge Coca 🐶💙🦄

Jorge Coca 🐶💙🦄vor 4 Monaten

CAMPUS

Profilbild von Abel Mengistu

Abel Mengistuvor 3 Monaten

Thanks for the interest @jcocaramos! DM me, will send you a link

Profilbild von BARAKA KILEO

BARAKA KILEOvor 4 Monaten

CAMPUS

Profilbild von Jimmy Ashcot

Jimmy Ashcotvor 4 Monaten

shared nothing context nothing resets is the dream but does it work

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

yes

Profilbild von Imad Bouirmane

Imad Bouirmanevor 4 Monaten

Cool CAMPUS

Profilbild von Shubham Sharma | AI & Tech

Shubham Sharma | AI & Techvor 4 Monaten

we literally just ran into this last week

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

yes

Profilbild von Leo Amos

Leo Amosvor 4 Monaten

Game changer 🔥🔥

Profilbild von Dals

Dalsvor 4 Monaten

campus

Profilbild von Rodriq

Rodriqvor 4 Monaten

CAMPUS

Profilbild von 'thedigitalpro'

'thedigitalpro'vor 4 Monaten

Oh go on then CAMPUS

Profilbild von Karol Gost

Karol Gostvor 4 Monaten

CAMPUS

Profilbild von Aditya Shinde

Aditya Shindevor 4 Monaten

FlutterFlow is back again, guys 😉 Campus looks crazy!

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

it’s the most fun we’ve had working together

Profilbild von Timo Kruse

Timo Krusevor 4 Monaten

CAMPUS

Profilbild von Yonas Beshawred

Yonas Beshawredvor 4 Monaten

🔥🔥🔥

Profilbild von Maker

Makervor 4 Monaten

CAMPUS

Profilbild von Zelda

Zeldavor 4 Monaten

Microsoft did it first.

Profilbild von Abel Mengistu

Abel Mengistuvor 4 Monaten

wut

Profilbild von 翼くん歌手を目指してます‼️｢let's 翼voice｣

翼くん歌手を目指してます‼️｢let's 翼voice｣vor 4 Monaten

進化を感じますね⚖️ 情報が共有できるのは素晴らしいですが、過負荷になるかも。本当に注意が必要です。

Profilbild von Aura❄️

Aura❄️vor 4 Monaten

How sill shared memory handle conflicting edits at scale?

Profilbild von Riya Malhotra

Riya Malhotravor 2 Monaten

never graduating sold me

Profilbild von Gustavo

Gustavovor 4 Monaten

that “nothing resets” vibe is wild, low‑key wanna see the sync chaosw

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we're live on Product Hunt 😸. Campus is the workspace where your project, agents, and team stay alive between sessions. a Campus you never graduate from. upvote here:

we're live on Product Hunt 😸. Campus is the workspace where your project, agents, and team stay alive between sessions. a Campus you never graduate from. upvote here:

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CANDACE LIED TO YOU! She has asserted multiple times that Tyler was never on campus! -Surveillance footage says that was a lie. Below are just a few quotes when Candace Owens has claimed Tyler was not on campus. She lied to you because you had to believe he wasn’t there so she could create an entirely new narrative involving the French Foreign Legion, Egyptian planes, US military, Ft Huachuca, Israel, TPUSA, Erika… the list goes on. • “Tyler has never even stepped foot on UVU campus.” (From her podcast episode “They Are Lying About Tyler Robinson” / Candace Ep 244. She added context that Robinson was accepted into Utah State University, not UVU, and questioned how he would know the campus and rooftop layout so well if he had never attended or visited.) • “Tyler Robinson maintains his innocence and has never even been to the UVU campus.” (Shared in posts and statements, including references to her investigation and sources. She emphasized there were “absolutely zero photos or video that the campus can produce to the contrary,” calling released images blurry and disputed by Robinson’s family.) • “He has never even stepped foot on the UVU campus… although she believes that he was around the campus on that day.” (Referenced in discussions of her claims, including a TikTok/video clip summarizing her position. She stressed he “never even stepped foot” while distinguishing that he may have been in the vicinity.) • “According to my source, Tyler has never even stepped foot on UVU campus… Curiously, however, my source says that Tyler Robinson was nearby the campus on that day.”

CANDACE LIED TO YOU! She has asserted multiple times that Tyler was never on campus! -Surveillance footage says that was a lie. Below are just a few quotes when Candace Owens has claimed Tyler was not on campus. She lied to you because you had to believe he wasn’t there so she could create an entirely new narrative involving the French Foreign Legion, Egyptian planes, US military, Ft Huachuca, Israel, TPUSA, Erika… the list goes on. • “Tyler has never even stepped foot on UVU campus.” (From her podcast episode “They Are Lying About Tyler Robinson” / Candace Ep 244. She added context that Robinson was accepted into Utah State University, not UVU, and questioned how he would know the campus and rooftop layout so well if he had never attended or visited.) • “Tyler Robinson maintains his innocence and has never even been to the UVU campus.” (Shared in posts and statements, including references to her investigation and sources. She emphasized there were “absolutely zero photos or video that the campus can produce to the contrary,” calling released images blurry and disputed by Robinson’s family.) • “He has never even stepped foot on the UVU campus… although she believes that he was around the campus on that day.” (Referenced in discussions of her claims, including a TikTok/video clip summarizing her position. She stressed he “never even stepped foot” while distinguishing that he may have been in the vicinity.) • “According to my source, Tyler has never even stepped foot on UVU campus… Curiously, however, my source says that Tyler Robinson was nearby the campus on that day.”

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PROSECUTOR: "Were you able to determine at what time or times Mr. Robinson visited the UVU campus on September 10th?" AGENT HULL: "Yeah, we were able to establish that Mr. Robinson had been on campus approximately 4 times throughout the day, twice before the shooting. The time of the shooting and then, uh, after the shooting, later in the evening into the early hours of the 11th."

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At our campus in Khouribga, we received The Associated Press The Associated Press: the world's largest news agency! We are proud that such a prestigious agency is interested in our school and our city and is coming to meet us. Never before has a Moroccan school received so much attention 🙏:

At our campus in Khouribga, we received The Associated Press The Associated Press: the world's largest news agency! We are proud that such a prestigious agency is interested in our school and our city and is coming to meet us. Never before has a Moroccan school received so much attention 🙏:

1337 School

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Everyone wants agent swarms. Very few people are talking seriously enough about the context layer that makes swarms useful. Even with one agent, context is fragile. Too little context and the agent guesses. Too much context and it wastes tokens, loses focus, or reasons over irrelevant noise. The sweet spot is precise context: the right knowledge, in the right structure, at the right moment. With many agents, that challenge explodes. Each agent produces decisions, assumptions, findings, summaries, risks, and partial conclusions. Unless that knowledge becomes shared, structured, and reusable, every new agent is forced to rediscover what another agent already learned. That is not a swarm. That is a crowd. Shared context graphs are what turn agent activity into agent collaboration, and OriginTrail DKG V10 brings them to life. Was just playing with some final polishing for the V10 release, and it is really powerful to see shared context graphs where multiple agents contribute knowledge into the same connected memory, with attribution visible directly in the graph ui. That matters for three reasons. First, agents can access and build on one shared memory instead of staying trapped in isolated sessions. Second, the graph structure helps them retrieve the exact context they need, instead of stuffing everything into a prompt and hoping the model sorts it out. Third, verifiability of provenance. You can see which agent contributed each piece of knowledge, trace the source, and decide what to trust. Tokenmaxxing starts with fewer tokens, but the deeper story is coordination - agents stop reloading the world and start building on shared, verifiable context. That is the foundation for serious multi-agent work across software engineering, research, finance, operations, project management, and far beyond. The future is not more agents, it is agents working from shared, verifiable context. But the more the merrier, of course.

Everyone wants agent swarms. Very few people are talking seriously enough about the context layer that makes swarms useful. Even with one agent, context is fragile. Too little context and the agent guesses. Too much context and it wastes tokens, loses focus, or reasons over irrelevant noise. The sweet spot is precise context: the right knowledge, in the right structure, at the right moment. With many agents, that challenge explodes. Each agent produces decisions, assumptions, findings, summaries, risks, and partial conclusions. Unless that knowledge becomes shared, structured, and reusable, every new agent is forced to rediscover what another agent already learned. That is not a swarm. That is a crowd. Shared context graphs are what turn agent activity into agent collaboration, and OriginTrail DKG V10 brings them to life. Was just playing with some final polishing for the V10 release, and it is really powerful to see shared context graphs where multiple agents contribute knowledge into the same connected memory, with attribution visible directly in the graph ui. That matters for three reasons. First, agents can access and build on one shared memory instead of staying trapped in isolated sessions. Second, the graph structure helps them retrieve the exact context they need, instead of stuffing everything into a prompt and hoping the model sorts it out. Third, verifiability of provenance. You can see which agent contributed each piece of knowledge, trace the source, and decide what to trust. Tokenmaxxing starts with fewer tokens, but the deeper story is coordination - agents stop reloading the world and start building on shared, verifiable context. That is the foundation for serious multi-agent work across software engineering, research, finance, operations, project management, and far beyond. The future is not more agents, it is agents working from shared, verifiable context. But the more the merrier, of course.

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i merged all my AI agents into one brain Claude Code, Codex, Gemini: one team, one memory, zero re-briefing result: 8+ hours a week back, and every agent already knows my projects, my clients and how i think here's the setup with Jarvix: 1. dump your context once: projects, clients, writing style, how you make decisions.. it builds your personal model from your actual AI interactions 2. switch agents mid-task with zero re-briefing: Claude Code builds, Codex reviews, Gemini researches, all reading the same context 3. it carries what YOU choose across sessions.. never start a chat from zero again 4. when it's time to act, it pulls the right agents together as one team instead of five separate assistants the unlock isn't another agent. it's that your context finally travels agents without shared memory are five interns on their first day, forever. agents with it are a team that's worked with you for years not more agents. one shared context that's the right bet P.S. thanks to the Jarvix team for the early access

i merged all my AI agents into one brain Claude Code, Codex, Gemini: one team, one memory, zero re-briefing result: 8+ hours a week back, and every agent already knows my projects, my clients and how i think here's the setup with Jarvix: 1. dump your context once: projects, clients, writing style, how you make decisions.. it builds your personal model from your actual AI interactions 2. switch agents mid-task with zero re-briefing: Claude Code builds, Codex reviews, Gemini researches, all reading the same context 3. it carries what YOU choose across sessions.. never start a chat from zero again 4. when it's time to act, it pulls the right agents together as one team instead of five separate assistants the unlock isn't another agent. it's that your context finally travels agents without shared memory are five interns on their first day, forever. agents with it are a team that's worked with you for years not more agents. one shared context that's the right bet P.S. thanks to the Jarvix team for the early access

Ronin

15,071 Aufrufe • vor 1 Monat

🚨Candace Owens' conspiracy slop is IMMEDIATELY EXPOSED on Day 1 of Tyler Robinson's preliminary hearing. Candace Owens, repeatedly the last nine months: "Tyler Robinson has never even set foot on UVU's campus." VS. Lead investigator, under oath today: "We were able to establish that Mr. Robinson had been on campus approximately four times throughout the day. Twice before the shooting, at the time of the shooting, and then again after the shooting, later that evening and into the early hours of the 11th."

🚨Candace Owens' conspiracy slop is IMMEDIATELY EXPOSED on Day 1 of Tyler Robinson's preliminary hearing. Candace Owens, repeatedly the last nine months: "Tyler Robinson has never even set foot on UVU's campus." VS. Lead investigator, under oath today: "We were able to establish that Mr. Robinson had been on campus approximately four times throughout the day. Twice before the shooting, at the time of the shooting, and then again after the shooting, later that evening and into the early hours of the 11th."

Nathan Livingstone (MilkBarTV)

257,675 Aufrufe • vor 2 Monaten