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Shopify merchants get UCP built-in and work with all agentic storefronts. What about everyone else? 👉🏻 Introducing UCP Proxy: a DIY implementation that lets any commerce backend speak UCP. Your store stays the system-of-work & truth, the proxy translates. What's in the box: • REST + MCP transports •... show more

Ilya Grigorik

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56,130 просмотров • 5 месяцев назад •via X (Twitter)

Наука и технологии

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tobi lutke and I sat down to talk UCP and the art of protocol design. A couple of themes worth expanding on... The hard part of good protocol design isn't the spec. It's the deep understanding of the problem you're solving and the humility to approach it at the right level. Commerce is infinitely complex and always evolving; it's hubris to pretend anyone can 'spec commerce'. But wait — isn't UCP trying to do exactly that? No, UCP doesn't 'spec commerce'. It models the rules of the bazaar that make commerce possible. The job of UCP is to build the boring parts: the small core of common and composable primitives, and the discovery and negotiation mechanisms that everything else runs on. Done right, this lets commerce thrive in the open, with merchants, agents, and buyers deciding what is advertised, supported, and adopted, not by fiat from a protocol committee. This is UCP. 👇🏻🧵

tobi lutke and I sat down to talk UCP and the art of protocol design. A couple of themes worth expanding on... The hard part of good protocol design isn't the spec. It's the deep understanding of the problem you're solving and the humility to approach it at the right level. Commerce is infinitely complex and always evolving; it's hubris to pretend anyone can 'spec commerce'. But wait — isn't UCP trying to do exactly that? No, UCP doesn't 'spec commerce'. It models the rules of the bazaar that make commerce possible. The job of UCP is to build the boring parts: the small core of common and composable primitives, and the discovery and negotiation mechanisms that everything else runs on. Done right, this lets commerce thrive in the open, with merchants, agents, and buyers deciding what is advertised, supported, and adopted, not by fiat from a protocol committee. This is UCP. 👇🏻🧵

Ilya Grigorik

17,662 просмотров • 1 месяц назад

This is the year everything changes for entrepreneurs. We’re only two weeks into 2026 and this is what we’re dropping. → Opening up the Shopify Catalog to ANY brand with our new Agentic plan. All merchants, whether or not they’re on Shopify, can sell across AI channels. → We’ve added even more channels to Agentic Storefronts, now including Google AI Mode, Gemini and Microsoft Copilot Checkout. And we already announced ChatGPT last year. → We built the Universal Commerce Protocol (aka UCP) with Google. The open standard for AI agents to connect and transact with any merchant. Shopify is the commerce layer of the AI era. Let’s go.

Harley Finkelstein

91,155 просмотров • 6 месяцев назад

The Universal Commerce Protocol with Shopify Catalog is now open to every developer. Since we announced UCP in January, it’s been powering agentic commerce across some of the biggest AI platforms in the world. Now, new tools are available to anyone who wants to build a shopping experience. That means a solo developer has the same commerce layer as the largest tech companies on the planet. One protocol. Millions of merchants. Billions of products. And every new experience a developer builds? That's a win for merchants too. More places for people to discover and buy their products. Nothing to set up. Commerce that can show up anywhere, inside anything, built by anyone.

The Universal Commerce Protocol with Shopify Catalog is now open to every developer. Since we announced UCP in January, it’s been powering agentic commerce across some of the biggest AI platforms in the world. Now, new tools are available to anyone who wants to build a shopping experience. That means a solo developer has the same commerce layer as the largest tech companies on the planet. One protocol. Millions of merchants. Billions of products. And every new experience a developer builds? That's a win for merchants too. More places for people to discover and buy their products. Nothing to set up. Commerce that can show up anywhere, inside anything, built by anyone.

Harley Finkelstein

65,979 просмотров • 1 месяц назад

It’s clear that the UCP government does not care about the needs of Calgarians. Just 34 days ago, the UCP promised that funding for the Green Line was “100 per cent” secure, even for the new shorter version. Now they've decided to pull their funding. This reckless decision could mean the end of a badly needed transit project and a massive waste of over $1 billion that has already been spent as construction is well underway. The UCP has chosen to give up 20,000 jobs directly associated with this project, including 1,000 people employed today who will be thrown out of work by this decision. Not to mention all the private sector jobs that will come from the redevelopment and densification of lands surrounding the future stations. Let’s be clear. This decision will drive both public and private sector investment out of Calgary and Alberta because there is no certainty. Who will ever bid on projects if the province’s signature is no longer worth anything and they can pull funding at will? They are pretending they are looking at new options, but we’ve seen this movie before. Minister Dreeshen’s proposed alignment has been studied. And studied. And studied. It won’t work. It dumps SE commuters nowhere near where they need to be and expects them to trudge to a red or blue line station to get on a train that is already packed. It’s a dream from someone who has clearly never taken transit in Calgary. The UCP government has chosen to make this a political issue. The UCP wants to make this about me. It’s not about me — it’s about doing the right thing for the tens of thousands of Calgarians that will be hurt by this decision. As always, the UCP would rather pick a fight than win for citizens. The Green Line is a required investment for the future of Calgary. It’s an investment in ending the congestion on Deerfoot and Stoney Trails, and the Centre Street corridor. It’s an investment in the environment, in quality of life, in getting people to and from work, and kids to and from school. We simply have to look at the congestion nightmare that is Toronto today because that city didn’t invest in transit when they should have. This is untenable and the people of Calgary deserve better than to be used as a political football. The premier needs to intervene directly, take control of this file from her minister and advisors and work with the city to find a way forward.

It’s clear that the UCP government does not care about the needs of Calgarians. Just 34 days ago, the UCP promised that funding for the Green Line was “100 per cent” secure, even for the new shorter version. Now they've decided to pull their funding. This reckless decision could mean the end of a badly needed transit project and a massive waste of over $1 billion that has already been spent as construction is well underway. The UCP has chosen to give up 20,000 jobs directly associated with this project, including 1,000 people employed today who will be thrown out of work by this decision. Not to mention all the private sector jobs that will come from the redevelopment and densification of lands surrounding the future stations. Let’s be clear. This decision will drive both public and private sector investment out of Calgary and Alberta because there is no certainty. Who will ever bid on projects if the province’s signature is no longer worth anything and they can pull funding at will? They are pretending they are looking at new options, but we’ve seen this movie before. Minister Dreeshen’s proposed alignment has been studied. And studied. And studied. It won’t work. It dumps SE commuters nowhere near where they need to be and expects them to trudge to a red or blue line station to get on a train that is already packed. It’s a dream from someone who has clearly never taken transit in Calgary. The UCP government has chosen to make this a political issue. The UCP wants to make this about me. It’s not about me — it’s about doing the right thing for the tens of thousands of Calgarians that will be hurt by this decision. As always, the UCP would rather pick a fight than win for citizens. The Green Line is a required investment for the future of Calgary. It’s an investment in ending the congestion on Deerfoot and Stoney Trails, and the Centre Street corridor. It’s an investment in the environment, in quality of life, in getting people to and from work, and kids to and from school. We simply have to look at the congestion nightmare that is Toronto today because that city didn’t invest in transit when they should have. This is untenable and the people of Calgary deserve better than to be used as a political football. The premier needs to intervene directly, take control of this file from her minister and advisors and work with the city to find a way forward.

Naheed Nenshi

246,852 просмотров • 1 год назад

On November 7th, the UCP launched a lawsuit against me, MLA Sinclair, and the Alberta Party. Albertans deserve to hear what this case is - and what it isn’t. Because it isn’t about trademarks or party names. And it isn’t about justice. This is about intimidation - and it fits a pattern. The UCP use threats to silence anyone who challenges them. They claim I was removed from caucus due to misconduct. The truth is: I raised concerns about potential corruption and pushed for transparency. I wasn’t removed for misconduct - I was removed because I refused to participate in it. The lawsuit itself is littered with errors. One especially odd claim is the allegation of a “conspiracy.” And the irony is hard to miss: a party known for chasing conspiracies is now trying to convince Albertans that everyone else is part of one. This government has a credibility problem - and it shows when they use baseless accusations to distract from their failures. Their trademark argument is weak. More importantly, the UCP let the PC name lapse - and in 2023 a private citizen legally registered it. If anyone “lost” the name, it was the UCP - through their own negligence. But they never accept responsibility. They blame anyone but themselves. This lawsuit is about fear - fear of competition and fear of a conservative movement they can’t control. But sunlight is coming. We welcome evidence, documents, and cross-examination - and the Premier finally answering questions under oath. Accountability can only be avoided for so long - and this time, it will be on the record. #ableg #abpoli #abpc #albertapc #alberta

On November 7th, the UCP launched a lawsuit against me, MLA Sinclair, and the Alberta Party. Albertans deserve to hear what this case is - and what it isn’t. Because it isn’t about trademarks or party names. And it isn’t about justice. This is about intimidation - and it fits a pattern. The UCP use threats to silence anyone who challenges them. They claim I was removed from caucus due to misconduct. The truth is: I raised concerns about potential corruption and pushed for transparency. I wasn’t removed for misconduct - I was removed because I refused to participate in it. The lawsuit itself is littered with errors. One especially odd claim is the allegation of a “conspiracy.” And the irony is hard to miss: a party known for chasing conspiracies is now trying to convince Albertans that everyone else is part of one. This government has a credibility problem - and it shows when they use baseless accusations to distract from their failures. Their trademark argument is weak. More importantly, the UCP let the PC name lapse - and in 2023 a private citizen legally registered it. If anyone “lost” the name, it was the UCP - through their own negligence. But they never accept responsibility. They blame anyone but themselves. This lawsuit is about fear - fear of competition and fear of a conservative movement they can’t control. But sunlight is coming. We welcome evidence, documents, and cross-examination - and the Premier finally answering questions under oath. Accountability can only be avoided for so long - and this time, it will be on the record. #ableg #abpoli #abpc #albertapc #alberta

Peter Guthrie

57,932 просмотров • 7 месяцев назад

"I'm letting you know, I speak for the party, and what our party has said is that we support autonomy and sovreignty for Alberta in a united Canada." Chatting with Shaye Ganam, Premier Danielle Smith pushes back against UCP president Rob Smith's claim that the party will not have an opinion on sovereignty due to many members being in favour of it. Smith says she speaks for the party, and the party thus supports staying in Canada.

"I'm letting you know, I speak for the party, and what our party has said is that we support autonomy and sovreignty for Alberta in a united Canada." Chatting with Shaye Ganam, Premier Danielle Smith pushes back against UCP president Rob Smith's claim that the party will not have an opinion on sovereignty due to many members being in favour of it. Smith says she speaks for the party, and the party thus supports staying in Canada.

Courtney Theriault

72,878 просмотров • 1 месяц назад

Did you hear Danielle Smith wants to privatize your local hospital? She wants to take hospitals away from AHS and hand them over to other people to run. Maybe Covenant Health, maybe someone else. Nobody knows. Remember, the UCP privatized lab services in 2020 and it was a disaster. Endless waits to get an appointment, even longer waits to get results, and doctors sounding the alarm about mistakes in tests. Eventually the UCP had to reverse the whole thing at a massive cost. It was a dangerous and expensive failure, and that’s what Smith wants to try with hospitals. Let me tell you why I'm concerned. The Premier doesn’t understand healthcare, hospitals, or how competition works. She’s barely said a word about her plans for AHS since announcing that she's going to break it up. Instead, we hear these drips and drabs at members-only meetings in the lead-up to Smith’s UCP leadership review. Second, she said she wants a health care system that is ruled by “competition and fear.” This is bizarre, and it’s not going to work. Systems that are based on fear will inevitably collapse and those incentives don’t work in public service delivery. The folks at Covenant Health do amazing work right across the province every day, but we must recognize that Covenant facilities do not offer the full range of healthcare that Albertans expect, particularly in reproductive health and end of life issues. And despite what the Premier said, Covenant has been forced to shutter some of their emergency rooms, just as AHS has, because they have the same problem – a UCP government that is hostile to healthcare professionals. Changing the sign outside doesn’t create new doctors. Even if Tyler Shandro is on the board. Maybe Smith is just musing and saying the first thing that she thinks will please the person she’s talking to. Again. The problem is when you’re Premier, people work to turn your musings into reality. I’m concerned Smith is taking us down a path she hasn’t thought through at all. We need a government that is competent. That is not ideological, that does not make up its plans on the fly to save itself. We need better, and that’s what Alberta’s New Democrats promise.

Did you hear Danielle Smith wants to privatize your local hospital? She wants to take hospitals away from AHS and hand them over to other people to run. Maybe Covenant Health, maybe someone else. Nobody knows. Remember, the UCP privatized lab services in 2020 and it was a disaster. Endless waits to get an appointment, even longer waits to get results, and doctors sounding the alarm about mistakes in tests. Eventually the UCP had to reverse the whole thing at a massive cost. It was a dangerous and expensive failure, and that’s what Smith wants to try with hospitals. Let me tell you why I'm concerned. The Premier doesn’t understand healthcare, hospitals, or how competition works. She’s barely said a word about her plans for AHS since announcing that she's going to break it up. Instead, we hear these drips and drabs at members-only meetings in the lead-up to Smith’s UCP leadership review. Second, she said she wants a health care system that is ruled by “competition and fear.” This is bizarre, and it’s not going to work. Systems that are based on fear will inevitably collapse and those incentives don’t work in public service delivery. The folks at Covenant Health do amazing work right across the province every day, but we must recognize that Covenant facilities do not offer the full range of healthcare that Albertans expect, particularly in reproductive health and end of life issues. And despite what the Premier said, Covenant has been forced to shutter some of their emergency rooms, just as AHS has, because they have the same problem – a UCP government that is hostile to healthcare professionals. Changing the sign outside doesn’t create new doctors. Even if Tyler Shandro is on the board. Maybe Smith is just musing and saying the first thing that she thinks will please the person she’s talking to. Again. The problem is when you’re Premier, people work to turn your musings into reality. I’m concerned Smith is taking us down a path she hasn’t thought through at all. We need a government that is competent. That is not ideological, that does not make up its plans on the fly to save itself. We need better, and that’s what Alberta’s New Democrats promise.

Naheed Nenshi

401,944 просмотров • 1 год назад

Moving forward with the Green Line is an essential investment in Calgary’s future as a world-class city within a world-class province. Not only will the project create 20,000 jobs, it will carry 65,000 riders per day, bringing accessible transportation to so many people that need it. Calgarians need better public transportation to get around the city safely and quickly, yet they have been stuck waiting for the Green Line for nearly 40 years. Bottom line — this project won’t get any cheaper as time goes on, yet the UCP government continues to cause unnecessary delays on the Green Line, increasing the costs of this project even more. The Green Line is absolutely required. This project is a win-win for the province, yet the UCP would rather score cheap political points than give Calgarians and Albertans what they need.

Moving forward with the Green Line is an essential investment in Calgary’s future as a world-class city within a world-class province. Not only will the project create 20,000 jobs, it will carry 65,000 riders per day, bringing accessible transportation to so many people that need it. Calgarians need better public transportation to get around the city safely and quickly, yet they have been stuck waiting for the Green Line for nearly 40 years. Bottom line — this project won’t get any cheaper as time goes on, yet the UCP government continues to cause unnecessary delays on the Green Line, increasing the costs of this project even more. The Green Line is absolutely required. This project is a win-win for the province, yet the UCP would rather score cheap political points than give Calgarians and Albertans what they need.

Naheed Nenshi

124,340 просмотров • 1 год назад

"If we're going to rail against equalization at the federal level, then we can't keep doing the same thing to our municipalities." Last night, Council approved our property tax bylaw, complying with the UCP government's order to issue their largest property tax hike in our city's history. Despite our Council team approving only a 1.2% tax increase for city services like police and fire, Calgarians will see an increase nearly ten times that. **You need to know that nearly half of your property tax bill goes to the province, in an equalization formula described here by the Premier.** The UCP has hiked property taxes by 57% in four years. Their latest 21% increase represents about $339 more per household. Chestermere and Airdrie will pay even more than that. By contrast, Edmonton homeowners will only pay $154 more. Our Council team cares about affordability. We will continue to push for responsible spending while investing in core services like safety and infrastructure. Let's work together for a fair deal for municipalities and deliver transparency for where property tax dollars actually go.

"If we're going to rail against equalization at the federal level, then we can't keep doing the same thing to our municipalities." Last night, Council approved our property tax bylaw, complying with the UCP government's order to issue their largest property tax hike in our city's history. Despite our Council team approving only a 1.2% tax increase for city services like police and fire, Calgarians will see an increase nearly ten times that. You need to know that nearly half of your property tax bill goes to the province, in an equalization formula described here by the Premier. The UCP has hiked property taxes by 57% in four years. Their latest 21% increase represents about $339 more per household. Chestermere and Airdrie will pay even more than that. By contrast, Edmonton homeowners will only pay $154 more. Our Council team cares about affordability. We will continue to push for responsible spending while investing in core services like safety and infrastructure. Let's work together for a fair deal for municipalities and deliver transparency for where property tax dollars actually go.

Jeromy (Pathfinder) Farkas

60,673 просмотров • 3 месяцев назад

Agents will become a common way people shop. So today we are releasing 3 tools to make adding commerce to those agents trivial: - Checkout Kit: embed commerce widgets and checkout(!) directly into your agent and chat. This is already being used by Microsoft’s Microsoft Copilot. - Shopify Catalog: low latency global product search across millions of merchants - Universal Cart: shop from any store, anywhere, in one cart With these, you can build seamless embedded commerce experiences quickly, starting with all the best products by the best merchants in the world instead of having to sign them all up individually. No need to build a complex new checkout, or dealing with regulatory marketplace rules. Commerce just plugs in and feels seamless in conversations. We believe commerce should be everywhere people are, so we’re making that as easy as possible for the AI age.

Agents will become a common way people shop. So today we are releasing 3 tools to make adding commerce to those agents trivial: - Checkout Kit: embed commerce widgets and checkout(!) directly into your agent and chat. This is already being used by Microsoft’s Microsoft Copilot. - Shopify Catalog: low latency global product search across millions of merchants - Universal Cart: shop from any store, anywhere, in one cart With these, you can build seamless embedded commerce experiences quickly, starting with all the best products by the best merchants in the world instead of having to sign them all up individually. No need to build a complex new checkout, or dealing with regulatory marketplace rules. Commerce just plugs in and feels seamless in conversations. We believe commerce should be everywhere people are, so we’re making that as easy as possible for the AI age.

tobi lutke

593,401 просмотров • 11 месяцев назад

Here's what's coming next for the Fondant Custom Normals Addon: Adjustable 3D anime face proxy mesh! If you've tried the proxy method before, you know that it can be difficult to get good results as you need the right topology and shape for good Normals, and also for it to fit to the face properly for a clean transfer. The solution is to use two proxies: one for the shape, and one for the fitting. But that gets cumbersome! And it is still often unintuitive to get the correct shading shapes. The next major feature of the addon will be aiming to solve these problems by providing a convenient proxy mesh that you can fit to your character's face with some rig controls, and then handles the rest under the hood with Geometry Nodes. All the benefits of complexity without having to deal with it yourself! This clip shows the general idea, but is early stages. I'll be sharing more as I build it out.

Here's what's coming next for the Fondant Custom Normals Addon: Adjustable 3D anime face proxy mesh! If you've tried the proxy method before, you know that it can be difficult to get good results as you need the right topology and shape for good Normals, and also for it to fit to the face properly for a clean transfer. The solution is to use two proxies: one for the shape, and one for the fitting. But that gets cumbersome! And it is still often unintuitive to get the correct shading shapes. The next major feature of the addon will be aiming to solve these problems by providing a convenient proxy mesh that you can fit to your character's face with some rig controls, and then handles the rest under the hood with Geometry Nodes. All the benefits of complexity without having to deal with it yourself! This clip shows the general idea, but is early stages. I'll be sharing more as I build it out.

aVersionOfReality

106,842 просмотров • 1 год назад

More than 900 Albertans will lose their jobs, and Alberta’s Premier is simply “disappointed” with thoughts and prayers for good severance packages? Premier, that’s 900 families impacted once these workers receive the pink slip. Alberta has one of the worst unemployment rates in the country. How are the 900 Albertans going to find new jobs? Your UCP government chased away $33 billion dollars of investments in 118 renewables projects that would have brought 24,000 jobs. It then continued with an unfathomable witch hunt on the renewables projects that practically stopped the growth of new jobs in that sector over the last two years. What’s the plan here, Premier? This Imperial layoff is not the exception; it is an increasing pattern. There are more mergers and consolidations in the oil sands sector, and the 2020 merger of Husky and Cenovus was a prime example that resulted in the loss of 2150 office jobs. In 2023, Suncor also cut ~1500 jobs in Alberta, citing the need for better financial performance and more efficiency. Imperial’s own press release says: “Leverages technology and global capability centres to deliver increased value” with “Expected annual expense savings of $150 million.” The UCP government has failed to act and prepare for the reality that is upon us. The sector is becoming highly automated and more efficient with the implementation of technology, which means less jobs available for Albertans. The question is, what is this government going to do right now to support the 900 Albertans losing their jobs? What’s the government’s plan to prepare and re-orient this highly skilled labour force for the future? And most importantly, how is the Premier caught off guard in this way? And will the Premier shut down the separation nonsense to bring back investor certainty in our province? Albertans deserve an actual plan for Alberta’s economy #ableg

More than 900 Albertans will lose their jobs, and Alberta’s Premier is simply “disappointed” with thoughts and prayers for good severance packages? Premier, that’s 900 families impacted once these workers receive the pink slip. Alberta has one of the worst unemployment rates in the country. How are the 900 Albertans going to find new jobs? Your UCP government chased away $33 billion dollars of investments in 118 renewables projects that would have brought 24,000 jobs. It then continued with an unfathomable witch hunt on the renewables projects that practically stopped the growth of new jobs in that sector over the last two years. What’s the plan here, Premier? This Imperial layoff is not the exception; it is an increasing pattern. There are more mergers and consolidations in the oil sands sector, and the 2020 merger of Husky and Cenovus was a prime example that resulted in the loss of 2150 office jobs. In 2023, Suncor also cut ~1500 jobs in Alberta, citing the need for better financial performance and more efficiency. Imperial’s own press release says: “Leverages technology and global capability centres to deliver increased value” with “Expected annual expense savings of $150 million.” The UCP government has failed to act and prepare for the reality that is upon us. The sector is becoming highly automated and more efficient with the implementation of technology, which means less jobs available for Albertans. The question is, what is this government going to do right now to support the 900 Albertans losing their jobs? What’s the government’s plan to prepare and re-orient this highly skilled labour force for the future? And most importantly, how is the Premier caught off guard in this way? And will the Premier shut down the separation nonsense to bring back investor certainty in our province? Albertans deserve an actual plan for Alberta’s economy #ableg

Nagwan Al-Guneid

35,651 просмотров • 9 месяцев назад

Another Chief just shattered the silence. And this time, the spotlight is squarely on the UCP and Danielle Smith. While Albertans are told to “trust the government,” evidence keeps surfacing of quiet coordination, cross-border meetings, and political actors who seem far more interested in Washington than Ottawa. Let’s be clear: Indigenous Chiefs are now openly opposing the Alberta government not over ideology, but over sovereignty. Why are people tied to the UCP meeting with U.S. officials behind closed doors? Why are voices warning about foreign influence being dismissed instead of answered? And why does Danielle Smith refuse to clearly reject the dangerous “51st state” rhetoric that keeps circling her political orbit? This doesn’t look like leadership. It looks like recklessness. Canada is not a bargaining chip. Alberta is not a side deal. And premiers do not get to flirt with foreign agendas while hiding behind talking points. When Chiefs speak up, it’s not noise, it’s a warning. When whistleblowers emerge, it’s because institutions have failed. And when a government avoids transparency, Canadians have every right to assume the worst. Danielle Smith and the UCP owe Canadians answers. Until they give them, suspicion is earned not imagined. Canada first. Always. #CanadaFirst #ProtectSovereignty #ForeignInterference #UCPFailure #DanielleSmith #AlbertaPolitics #DefendCanada #No51stState #TransparencyNow

Another Chief just shattered the silence. And this time, the spotlight is squarely on the UCP and Danielle Smith. While Albertans are told to “trust the government,” evidence keeps surfacing of quiet coordination, cross-border meetings, and political actors who seem far more interested in Washington than Ottawa. Let’s be clear: Indigenous Chiefs are now openly opposing the Alberta government not over ideology, but over sovereignty. Why are people tied to the UCP meeting with U.S. officials behind closed doors? Why are voices warning about foreign influence being dismissed instead of answered? And why does Danielle Smith refuse to clearly reject the dangerous “51st state” rhetoric that keeps circling her political orbit? This doesn’t look like leadership. It looks like recklessness. Canada is not a bargaining chip. Alberta is not a side deal. And premiers do not get to flirt with foreign agendas while hiding behind talking points. When Chiefs speak up, it’s not noise, it’s a warning. When whistleblowers emerge, it’s because institutions have failed. And when a government avoids transparency, Canadians have every right to assume the worst. Danielle Smith and the UCP owe Canadians answers. Until they give them, suspicion is earned not imagined. Canada first. Always. #CanadaFirst #ProtectSovereignty #ForeignInterference #UCPFailure #DanielleSmith #AlbertaPolitics #DefendCanada #No51stState #TransparencyNow

Zulkifl Mujahid

29,659 просмотров • 5 месяцев назад

"What's the commonality between ServiceNow, Salesforce and Shopify? They all could be abstracted away into a database. If I am shopping on ChatGPT, I may not go to that merchant store ever, and if the future of e-commerce is conversational commerce and it does not happen on the Shopify platform, that is not a net positive. Even if it is only 25% of the revenue today, that software in two years may be obsolete. If Tobi thinks it, what hope is there for mere mortals." Jason ✨👾SaaStr.Ai✨ Lemkin Love to hear your thoughts on this Marc Benioff tobi lutke Harley Finkelstein and how you think about preventing being abstracted away in this way?

"What's the commonality between ServiceNow, Salesforce and Shopify? They all could be abstracted away into a database. If I am shopping on ChatGPT, I may not go to that merchant store ever, and if the future of e-commerce is conversational commerce and it does not happen on the Shopify platform, that is not a net positive. Even if it is only 25% of the revenue today, that software in two years may be obsolete. If Tobi thinks it, what hope is there for mere mortals." Jason ✨👾SaaStr.Ai✨ Lemkin Love to hear your thoughts on this Marc Benioff tobi lutke Harley Finkelstein and how you think about preventing being abstracted away in this way?

Harry Stebbings

35,312 просмотров • 4 месяцев назад

Meet AstraPay by $ASTRA ✨ – The Future of Payments Step into the next generation of commerce with AstraPay, the first truly decentralized, non-custodial Web3 payment gateway. Designed for both online and in-person merchants, AstraPay enables you to accept crypto through product links, POS terminals, invoicing, donation pages, and subscriptions – all with no middlemen, no restrictions, and near-zero fees. From freelancers and creators to global businesses and storefronts, AstraPay offers the fastest and cheapest solution for real-time crypto payments – directly to your wallet. Easily accessible on web, mobile, and integrated platforms, AstraPay is not just a tool – it's a revolution in Web3 commerce. Coming Soon – Get ready to take control. Per Aspera Ad $ASTRA ✨

Meet AstraPay by $ASTRA ✨ – The Future of Payments Step into the next generation of commerce with AstraPay, the first truly decentralized, non-custodial Web3 payment gateway. Designed for both online and in-person merchants, AstraPay enables you to accept crypto through product links, POS terminals, invoicing, donation pages, and subscriptions – all with no middlemen, no restrictions, and near-zero fees. From freelancers and creators to global businesses and storefronts, AstraPay offers the fastest and cheapest solution for real-time crypto payments – directly to your wallet. Easily accessible on web, mobile, and integrated platforms, AstraPay is not just a tool – it's a revolution in Web3 commerce. Coming Soon – Get ready to take control. Per Aspera Ad $ASTRA ✨

AstraLabs Inc.

173,024 просмотров • 1 год назад

New short course: Build AI Apps with MCP Servers: Working with Box Files, built with Box and taught by Ben Kus , their CTO. Many AI applications require custom code for basic file operations. The Model Context Protocol (MCP) standardizes this by letting you offload file tasks to dedicated servers that provide tools an LLM can use directly. In this course, you'll process documents stored in a Box folder using the Box MCP server. Rather than writing custom integration code to connect to the Box API and download files, you'll design your application to use the tools provided via MCP. Skills you'll gain: - Build an LLM-powered document processing app, using the Box MCP server to access files - Design a multi-agent system using Google's Agent Development Kit (ADK), consisting of specialized agents for file operations - Coordinate the multi-agent workflow through an orchestrator that uses the Agent2Agent (A2A) protocol to connect to the agents You'll start with a local file-processing app, refactor it to work with Box's MCP server, then evolve it into a multi-agent system. Sign up here:

New short course: Build AI Apps with MCP Servers: Working with Box Files, built with Box and taught by Ben Kus , their CTO. Many AI applications require custom code for basic file operations. The Model Context Protocol (MCP) standardizes this by letting you offload file tasks to dedicated servers that provide tools an LLM can use directly. In this course, you'll process documents stored in a Box folder using the Box MCP server. Rather than writing custom integration code to connect to the Box API and download files, you'll design your application to use the tools provided via MCP. Skills you'll gain: - Build an LLM-powered document processing app, using the Box MCP server to access files - Design a multi-agent system using Google's Agent Development Kit (ADK), consisting of specialized agents for file operations - Coordinate the multi-agent workflow through an orchestrator that uses the Agent2Agent (A2A) protocol to connect to the agents You'll start with a local file-processing app, refactor it to work with Box's MCP server, then evolve it into a multi-agent system. Sign up here:

Andrew Ng

81,563 просмотров • 10 месяцев назад

File systems are quickly becoming a core abstraction for AI agents for knowledge work. By having access to a file system, agents can effectively manage context, process any amount of information, and create new files and data. The challenge is that local file systems are inherently limited in size, lack governance capabilities, and are inherently personal -not collaborative- in nature. Now, with the Box API and LangChain's deepagent SDK, you can bring the full power of a secure, collaborative cloud file system to your AI agents. Repo ↓

File systems are quickly becoming a core abstraction for AI agents for knowledge work. By having access to a file system, agents can effectively manage context, process any amount of information, and create new files and data. The challenge is that local file systems are inherently limited in size, lack governance capabilities, and are inherently personal -not collaborative- in nature. Now, with the Box API and LangChain's deepagent SDK, you can bring the full power of a secure, collaborative cloud file system to your AI agents. Repo ↓

Box

227,222 просмотров • 5 месяцев назад

Today, Box is announcing major new AI agent capabilities to let customers tap into the full value of their unstructured data. First, we’re announcing all new updates to the Box AI Studio to make it even easier to build AI agents that tap into your enterprise content for any job function, business process, or industry specific use case. We are also expanding our set of foundational agents that customers will be able to use to work with their enterprise content, including new features like search and research on unstructured data. Next, we’re announcing Box Extract to enable customers to use AI agents seamlessly for complex data extraction from any type of document or content. This makes it easier than ever to pull out data from contracts, invoices, research data, marketing assets, medical charts, and more. Finally, we’re introducing Box Automate, a new workflow automation solution within Box that lets you deploy AI agents across enterprise content-centric workflows. With Box Automate, you can design your business process in a simple drag and drop builder and then drop in AI agents at any step in the process. This ensures agents execute tasks at the right steps in a workflow every time. Best of all, our AI agents and workflow tools are designed to work across any system our customers work within, whether it’s leveraging pre-built integrations, Box APIs, or the new Box MCP Server. Ultimately, all of these capabilities come together to transform how companies can work with their enterprise content. Software has historically only been good at automating work that deals with structured data, which is why ERP, CRM, and HR systems have been mainstays of enterprise software for so long. The data in these systems fits neatly into a database, and the workflows are very ripe for automation. But it turns out most of the work in the world deals with unstructured data. It’s ideating through research documents, working with a client on contracts, reviewing details for a new product launch, looking at a patient’s healthcare record to make a diagnosis, working through due diligence documents for an M&A deal, and so on. For the first time ever, we can begin to bring all new insights and automation to this work with AI agents. At Box, we’re incredibly excited to be on this journey to help customers transform how they work with their most important data.

Today, Box is announcing major new AI agent capabilities to let customers tap into the full value of their unstructured data. First, we’re announcing all new updates to the Box AI Studio to make it even easier to build AI agents that tap into your enterprise content for any job function, business process, or industry specific use case. We are also expanding our set of foundational agents that customers will be able to use to work with their enterprise content, including new features like search and research on unstructured data. Next, we’re announcing Box Extract to enable customers to use AI agents seamlessly for complex data extraction from any type of document or content. This makes it easier than ever to pull out data from contracts, invoices, research data, marketing assets, medical charts, and more. Finally, we’re introducing Box Automate, a new workflow automation solution within Box that lets you deploy AI agents across enterprise content-centric workflows. With Box Automate, you can design your business process in a simple drag and drop builder and then drop in AI agents at any step in the process. This ensures agents execute tasks at the right steps in a workflow every time. Best of all, our AI agents and workflow tools are designed to work across any system our customers work within, whether it’s leveraging pre-built integrations, Box APIs, or the new Box MCP Server. Ultimately, all of these capabilities come together to transform how companies can work with their enterprise content. Software has historically only been good at automating work that deals with structured data, which is why ERP, CRM, and HR systems have been mainstays of enterprise software for so long. The data in these systems fits neatly into a database, and the workflows are very ripe for automation. But it turns out most of the work in the world deals with unstructured data. It’s ideating through research documents, working with a client on contracts, reviewing details for a new product launch, looking at a patient’s healthcare record to make a diagnosis, working through due diligence documents for an M&A deal, and so on. For the first time ever, we can begin to bring all new insights and automation to this work with AI agents. At Box, we’re incredibly excited to be on this journey to help customers transform how they work with their most important data.

Aaron Levie

91,863 просмотров • 10 месяцев назад

Box is a launch partner for Microsoft’s Apps in Copilot launch. The Box AI Agent for Microsoft365 Copilot will be able to surface rich visual previews like slides, graphs, and images right in the conversation and have access to all of the Box MCP server tools. Coming soon to the Box AI Agent in Microsoft 365 Copilot: 🔹 MCP-powered workflows — metadata extraction, document generation, and more 🔹 Visual-first search — view complicated graphs or rich visuals that are buried in your Box content, without having to open files. 🔹 Fewer clarifications, faster decisions - move from chat to action Enable agents to bring apps into the flow of work, while keeping IT in control:

Box is a launch partner for Microsoft’s Apps in Copilot launch. The Box AI Agent for Microsoft365 Copilot will be able to surface rich visual previews like slides, graphs, and images right in the conversation and have access to all of the Box MCP server tools. Coming soon to the Box AI Agent in Microsoft 365 Copilot: 🔹 MCP-powered workflows — metadata extraction, document generation, and more 🔹 Visual-first search — view complicated graphs or rich visuals that are buried in your Box content, without having to open files. 🔹 Fewer clarifications, faster decisions - move from chat to action Enable agents to bring apps into the flow of work, while keeping IT in control:

Box

335,591 просмотров • 4 месяцев назад

Today we’re introducing the Apps for Advertising collection. A growing library of easy-to-use apps inside of Runway that allow you to get from idea to deliverable with less time, money and effort. From generating endless product shots for social and e-commerce to mocking up designs in real world placements, the Apps for Advertising collection is designed to help your teams get the most out of Runway without the need for complicated prompting or advanced workflows. Learn more below and get started today. 1/5

Today we’re introducing the Apps for Advertising collection. A growing library of easy-to-use apps inside of Runway that allow you to get from idea to deliverable with less time, money and effort. From generating endless product shots for social and e-commerce to mocking up designs in real world placements, the Apps for Advertising collection is designed to help your teams get the most out of Runway without the need for complicated prompting or advanced workflows. Learn more below and get started today. 1/5

Runway

35,526 просмотров • 8 месяцев назад