The internet is being rebuilt for machines | TechCrunch
Cloud infrastructure has long been designed around humans who search, click, scroll, and stream in a steady and predictable fashion. AI agents behave differently. They can unleash a swell of activity, spinning up multiple sub-agents that query hundreds of databases, search documents, and call APIs in seconds and then disappear as quickly as they arrived.
Under that premise, Amazon is redesigning a core piece of its cloud infrastructure. On Thursday, AWS launched its next generation of OpenSearch Serverless, a fully managed search and vector database — essentially a system for storing and retrieving information at scale — that’s designed specifically for agentic workloads. AWS says the new system can instantly scale up when agents trigger tasks and scale back down to zero when idle.
The launch reflects a growing realization across the tech industry: Infrastructure originally designed for a human-driven internet doesn’t work as well in a world increasingly populated by agents.
While AI agents still represent a relatively small portion of internet activity, machine-generated traffic is already significant, and poised to grow. Cloudflare says bots accounted for 31% of overall HTTP traffic over the last six months. AI crawlers, search engines, and assistants made up roughly a quarter of all bot requests during that period.
“Non-human traffic will exceed human traffic sometime in the first half of 2027,” said Lai Yi Ohlsen, senior product manager at Cloudflare, to TechCrunch.
At Google’s I/O developer conference last week, the company said users will be able to start delegating tasks to AI systems, like researching purchases, booking travel, browsing the web, and interacting with apps. But the buck doesn’t stop at consumer-focused AI agents. Enterprises are increasingly deploying agents internally and for their customers, creating new kinds of machine-generated traffic behind the scenes.
As a result, cloud providers and infrastructure companies have been reckoning with how to adapt systems built for humans to a world of agents that are constantly and autonomously retrieving information, invoking tools, and generating machine-to-machine traffic.
That’s where AWS’s new OpenSearch Serverless comes in.
“The timing is straightforward. Agents are moving from experimentation into production, and they create traffic patterns that previous infrastructure simply wasn’t designed for,” Tia White, general manager for Amazon OpenSearch Service, told TechCrunch. “They spike without warning, they go idle without notice, and enterprise needs search that keeps up without paying for empty or idle compute.”
The key technical change with this new generation is that it decouples compute from storage, allowing compute to scale up in seconds to accommodate agent traffic bursts and to scale down to zero, so customers pay $0 when agents are idle.
“Previously, even in our prior Serverless version, you had to have at least one instance operational and running because storage and compute were coupled,” White said. “You couldn’t just automatically spin up [compute] at the rate you needed to, so you always had idle compute reserved for your workload, whether you were using it or not.”
Think of it like always paying for a parking space, even when you’re not using it. With AWS’s upgraded Serverless, it’s more like paying for a metered parking spot.
At launch, OpenSearch Serverless will integrate natively with AI development platforms like Vercel and Kiro, so developers can deploy production-ready search and vector backends for agents without managing infrastructure.
The shift is emerging across the cloud industry. Databricks and Snowflake are repositioning themselves as AI memory and retrieval systems for enterprise data. Microsoft has rolled out updates to Azure designed to handle AI agent bursts and share memory between agents. Cloudflare, in a similar vein to Amazon, last month introduced infrastructure aimed at giving agents persistent environments and instant scalability.
The more companies deploy AI agents, the more pressure there will be to redesign infrastructure around machine-generated workloads, which in turn could make agents cheaper and easier to deploy at larger scales.
Cloud infrastructure has long been designed around humans who search, click, scroll, and stream in a steady and predictable fashion. AI agents behave differently. They can unleash a swell of activity, spinning up multiple sub-agents that query hundreds of databases, search documents, and call APIs in seconds and then disappear as quickly as they arrived.
Under that premise, Amazon is redesigning a core piece of its cloud infrastructure. On Thursday, AWS launched its next generation of OpenSearch Serverless, a fully managed search and vector database — essentially a system for storing and retrieving information at scale — that’s designed specifically for agentic workloads. AWS says the new system can instantly scale up when agents trigger tasks and scale back down to zero when idle.
The launch reflects a growing realization across the tech industry: Infrastructure originally designed for a human-driven internet doesn’t work as well in a world increasingly populated by agents.
While AI agents still represent a relatively small portion of internet activity, machine-generated traffic is already significant, and poised to grow. Cloudflare says bots accounted for 31% of overall HTTP traffic over the last six months. AI crawlers, search engines, and assistants made up roughly a quarter of all bot requests during that period.
“Non-human traffic will exceed human traffic sometime in the first half of 2027,” said Lai Yi Ohlsen, senior product manager at Cloudflare, to TechCrunch.
At Google’s I/O developer conference last week, the company said users will be able to start delegating tasks to AI systems, like researching purchases, booking travel, browsing the web, and interacting with apps. But the buck doesn’t stop at consumer-focused AI agents. Enterprises are increasingly deploying agents internally and for their customers, creating new kinds of machine-generated traffic behind the scenes.
As a result, cloud providers and infrastructure companies have been reckoning with how to adapt systems built for humans to a world of agents that are constantly and autonomously retrieving information, invoking tools, and generating machine-to-machine traffic.
That’s where AWS’s new OpenSearch Serverless comes in.
“The timing is straightforward. Agents are moving from experimentation into production, and they create traffic patterns that previous infrastructure simply wasn’t designed for,” Tia White, general manager for Amazon OpenSearch Service, told TechCrunch. “They spike without warning, they go idle without notice, and enterprise needs search that keeps up without paying for empty or idle compute.”
The key technical change with this new generation is that it decouples compute from storage, allowing compute to scale up in seconds to accommodate agent traffic bursts and to scale down to zero, so customers pay $0 when agents are idle.
“Previously, even in our prior Serverless version, you had to have at least one instance operational and running because storage and compute were coupled,” White said. “You couldn’t just automatically spin up [compute] at the rate you needed to, so you always had idle compute reserved for your workload, whether you were using it or not.”
Think of it like always paying for a parking space, even when you’re not using it. With AWS’s upgraded Serverless, it’s more like paying for a metered parking spot.
At launch, OpenSearch Serverless will integrate natively with AI development platforms like Vercel and Kiro, so developers can deploy production-ready search and vector backends for agents without managing infrastructure.
The shift is emerging across the cloud industry. Databricks and Snowflake are repositioning themselves as AI memory and retrieval systems for enterprise data. Microsoft has rolled out updates to Azure designed to handle AI agent bursts and share memory between agents. Cloudflare, in a similar vein to Amazon, last month introduced infrastructure aimed at giving agents persistent environments and instant scalability.
The more companies deploy AI agents, the more pressure there will be to redesign infrastructure around machine-generated workloads, which in turn could make agents cheaper and easier to deploy at larger scales.
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#internet #rebuilt #machines #TechCrunchagentic search,AI agents,AWS,aws opensearch serverless
![Kevin Feige Has Finally Admitted ‘Blade’ Probably Isn’t Happening
“There’s only been one Blade. There’s only ever gonna be one Blade.” When Wesley Snipes spoke those lines in 2024’s Deadpool & Wolverine, audiences cackled. Sure, Deadpool and the characters around him love to make self-referential jokes, but something about Snipes—playing Blade for the first time since 2004’s Blade: Trinity—delivering the joke hit extra hard. Comic-book movie lovers know, of course, that Marvel announced a Blade reboot starring Mahershala Ali all the way back in 2019. It’s had a stop-and-start progression since then and slowly became a bit of a punchline, with many fans coming to believe it would never actually happen. It’s not unheard of in Hollywood that a movie gets announced, then never actually goes into production. But it is unusual when a high-profile Marvel project starring a two-time Oscar winner that was trumpeted from the Hall H stage at San Diego Comic-Con gets quietly shoved to the bottom of the TBD list.
However, Marvel hadn’t made any statement putting Blade to rest until very recently, when Happy Sad Confused podcast host Josh Horowitz came right out and asked Marvel head Kevin Feige for an update on the status of Blade. Horowitz shared the clip in an Instagram reel you can watch here, but this is what they said:
“How much time in therapy have you spent talking about Blade?” Horowitz joked to Feige. “This poor project. We just need to get this done, Kevin … We all want it. Mahershala wants it. How are you feeling at this moment?” Feige replied, “I’m feeling very excited that we got Wesley back for a time in Deadpool & Wolverine and like a gigantic loser and a failure that we didn’t get off the ground with Mahershala.” So he doesn’t say there will never, ever be a new Blade film, no matter what Deadpool & Wolverine would have us believe. But it sure sounds like the Mahershala Ali Blade movie is no longer in play.
Horowitz also asked if there’s a chance Secret Wars could be two films (no), if Doomsday is sticking to its release date (yes), and what the MCU will look like after Secret Wars arrives in late 2027. “I look to the comics as I always do in terms of our storytelling,” Feige said, after noting he doesn’t consider Secret Wars to be a reboot. “And after both the Secret Wars, but particularly the [Jonathan] Hickman Secret Wars from 10 years ago, there’s a nice road map to where we can go.” Horowitz also asked if any actors have signed on for X-Men characters that we don’t know about yet, and Feige said, with supreme vagueness, “Not necessarily.” Perhaps we’ll learn more about that when Marvel’s Hall H panel happens this weekend at San Diego Comic-Con. Marvel didn’t hold its traditional Saturday night panel in 2025, so Feige and company have some catching up to do. Want more io9 news? Check out when to expect the latest Marvel, Star Wars, and Star Trek releases, what’s next for the DC Universe on film and TV, and everything you need to know about the future of Doctor Who. #Kevin #Feige #Finally #Admitted #Blade #Isnt #HappeningBlade,Kevin Feige,Marvel](https://i2.wp.com/gizmodo.com/app/uploads/2026/07/Blade_DeadpoolWolverine-1280x853.jpg?ssl=1 "Kevin Feige Has Finally Admitted ‘Blade’ Probably Isn’t Happening
“There’s only been one Blade. There’s only ever gonna be one Blade.” When Wesley Snipes spoke those lines in 2024’s Deadpool & Wolverine, audiences cackled. Sure, Deadpool and the characters around him love to make self-referential jokes, but something about Snipes—playing Blade for the first time since 2004’s Blade: Trinity—delivering the joke hit extra hard. Comic-book movie lovers know, of course, that Marvel announced a Blade reboot starring Mahershala Ali all the way back in 2019. It’s had a stop-and-start progression since then and slowly became a bit of a punchline, with many fans coming to believe it would never actually happen. It’s not unheard of in Hollywood that a movie gets announced, then never actually goes into production. But it is unusual when a high-profile Marvel project starring a two-time Oscar winner that was trumpeted from the Hall H stage at San Diego Comic-Con gets quietly shoved to the bottom of the TBD list.
However, Marvel hadn’t made any statement putting Blade to rest until very recently, when Happy Sad Confused podcast host Josh Horowitz came right out and asked Marvel head Kevin Feige for an update on the status of Blade. Horowitz shared the clip in an Instagram reel you can watch here, but this is what they said:
“How much time in therapy have you spent talking about Blade?” Horowitz joked to Feige. “This poor project. We just need to get this done, Kevin … We all want it. Mahershala wants it. How are you feeling at this moment?” Feige replied, “I’m feeling very excited that we got Wesley back for a time in Deadpool & Wolverine and like a gigantic loser and a failure that we didn’t get off the ground with Mahershala.” So he doesn’t say there will never, ever be a new Blade film, no matter what Deadpool & Wolverine would have us believe. But it sure sounds like the Mahershala Ali Blade movie is no longer in play.
Horowitz also asked if there’s a chance Secret Wars could be two films (no), if Doomsday is sticking to its release date (yes), and what the MCU will look like after Secret Wars arrives in late 2027. “I look to the comics as I always do in terms of our storytelling,” Feige said, after noting he doesn’t consider Secret Wars to be a reboot. “And after both the Secret Wars, but particularly the [Jonathan] Hickman Secret Wars from 10 years ago, there’s a nice road map to where we can go.” Horowitz also asked if any actors have signed on for X-Men characters that we don’t know about yet, and Feige said, with supreme vagueness, “Not necessarily.” Perhaps we’ll learn more about that when Marvel’s Hall H panel happens this weekend at San Diego Comic-Con. Marvel didn’t hold its traditional Saturday night panel in 2025, so Feige and company have some catching up to do. Want more io9 news? Check out when to expect the latest Marvel, Star Wars, and Star Trek releases, what’s next for the DC Universe on film and TV, and everything you need to know about the future of Doctor Who. #Kevin #Feige #Finally #Admitted #Blade #Isnt #HappeningBlade,Kevin Feige,Marvel")
![Kevin Feige Has Finally Admitted ‘Blade’ Probably Isn’t Happening
“There’s only been one Blade. There’s only ever gonna be one Blade.” When Wesley Snipes spoke those lines in 2024’s Deadpool & Wolverine, audiences cackled. Sure, Deadpool and the characters around him love to make self-referential jokes, but something about Snipes—playing Blade for the first time since 2004’s Blade: Trinity—delivering the joke hit extra hard. Comic-book movie lovers know, of course, that Marvel announced a Blade reboot starring Mahershala Ali all the way back in 2019. It’s had a stop-and-start progression since then and slowly became a bit of a punchline, with many fans coming to believe it would never actually happen. It’s not unheard of in Hollywood that a movie gets announced, then never actually goes into production. But it is unusual when a high-profile Marvel project starring a two-time Oscar winner that was trumpeted from the Hall H stage at San Diego Comic-Con gets quietly shoved to the bottom of the TBD list.
However, Marvel hadn’t made any statement putting Blade to rest until very recently, when Happy Sad Confused podcast host Josh Horowitz came right out and asked Marvel head Kevin Feige for an update on the status of Blade. Horowitz shared the clip in an Instagram reel you can watch here, but this is what they said:
“How much time in therapy have you spent talking about Blade?” Horowitz joked to Feige. “This poor project. We just need to get this done, Kevin … We all want it. Mahershala wants it. How are you feeling at this moment?” Feige replied, “I’m feeling very excited that we got Wesley back for a time in Deadpool & Wolverine and like a gigantic loser and a failure that we didn’t get off the ground with Mahershala.” So he doesn’t say there will never, ever be a new Blade film, no matter what Deadpool & Wolverine would have us believe. But it sure sounds like the Mahershala Ali Blade movie is no longer in play.
Horowitz also asked if there’s a chance Secret Wars could be two films (no), if Doomsday is sticking to its release date (yes), and what the MCU will look like after Secret Wars arrives in late 2027. “I look to the comics as I always do in terms of our storytelling,” Feige said, after noting he doesn’t consider Secret Wars to be a reboot. “And after both the Secret Wars, but particularly the [Jonathan] Hickman Secret Wars from 10 years ago, there’s a nice road map to where we can go.” Horowitz also asked if any actors have signed on for X-Men characters that we don’t know about yet, and Feige said, with supreme vagueness, “Not necessarily.” Perhaps we’ll learn more about that when Marvel’s Hall H panel happens this weekend at San Diego Comic-Con. Marvel didn’t hold its traditional Saturday night panel in 2025, so Feige and company have some catching up to do. Want more io9 news? Check out when to expect the latest Marvel, Star Wars, and Star Trek releases, what’s next for the DC Universe on film and TV, and everything you need to know about the future of Doctor Who. #Kevin #Feige #Finally #Admitted #Blade #Isnt #HappeningBlade,Kevin Feige,Marvel](https://gizmodo.com/app/uploads/2026/07/Blade_DeadpoolWolverine-1280x853.jpg "Kevin Feige Has Finally Admitted ‘Blade’ Probably Isn’t Happening
“There’s only been one Blade. There’s only ever gonna be one Blade.” When Wesley Snipes spoke those lines in 2024’s Deadpool & Wolverine, audiences cackled. Sure, Deadpool and the characters around him love to make self-referential jokes, but something about Snipes—playing Blade for the first time since 2004’s Blade: Trinity—delivering the joke hit extra hard. Comic-book movie lovers know, of course, that Marvel announced a Blade reboot starring Mahershala Ali all the way back in 2019. It’s had a stop-and-start progression since then and slowly became a bit of a punchline, with many fans coming to believe it would never actually happen. It’s not unheard of in Hollywood that a movie gets announced, then never actually goes into production. But it is unusual when a high-profile Marvel project starring a two-time Oscar winner that was trumpeted from the Hall H stage at San Diego Comic-Con gets quietly shoved to the bottom of the TBD list.
However, Marvel hadn’t made any statement putting Blade to rest until very recently, when Happy Sad Confused podcast host Josh Horowitz came right out and asked Marvel head Kevin Feige for an update on the status of Blade. Horowitz shared the clip in an Instagram reel you can watch here, but this is what they said:
“How much time in therapy have you spent talking about Blade?” Horowitz joked to Feige. “This poor project. We just need to get this done, Kevin … We all want it. Mahershala wants it. How are you feeling at this moment?” Feige replied, “I’m feeling very excited that we got Wesley back for a time in Deadpool & Wolverine and like a gigantic loser and a failure that we didn’t get off the ground with Mahershala.” So he doesn’t say there will never, ever be a new Blade film, no matter what Deadpool & Wolverine would have us believe. But it sure sounds like the Mahershala Ali Blade movie is no longer in play.
Horowitz also asked if there’s a chance Secret Wars could be two films (no), if Doomsday is sticking to its release date (yes), and what the MCU will look like after Secret Wars arrives in late 2027. “I look to the comics as I always do in terms of our storytelling,” Feige said, after noting he doesn’t consider Secret Wars to be a reboot. “And after both the Secret Wars, but particularly the [Jonathan] Hickman Secret Wars from 10 years ago, there’s a nice road map to where we can go.” Horowitz also asked if any actors have signed on for X-Men characters that we don’t know about yet, and Feige said, with supreme vagueness, “Not necessarily.” Perhaps we’ll learn more about that when Marvel’s Hall H panel happens this weekend at San Diego Comic-Con. Marvel didn’t hold its traditional Saturday night panel in 2025, so Feige and company have some catching up to do. Want more io9 news? Check out when to expect the latest Marvel, Star Wars, and Star Trek releases, what’s next for the DC Universe on film and TV, and everything you need to know about the future of Doctor Who. #Kevin #Feige #Finally #Admitted #Blade #Isnt #HappeningBlade,Kevin Feige,Marvel")
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