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The internet is being rebuilt for machines

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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 Li 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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Flamingos Cruise to 3–0 Victory Over Generation Next Queens in Training Match

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Nigeria’s Flamingos continued preparations for their upcoming assignment with a comfortable 3–0 victory over Generation Next Queens in an 80-minute training match.

The encounter provided the national U-17 women’s team with another opportunity to test their readiness, assess their options and build match sharpness ahead of their competitive engagements.

The Flamingos made a bright start and took the lead as early as the sixth minute through an own goal by Blessing Ibrahim, giving the national side an early advantage.

Nigeria continued to control proceedings and doubled their lead eight minutes later when Mary Dunstan found the back of the net in the 14th minute.

Generation Next Queens attempted to respond, but the Flamingos maintained their control and went into the interval with a two-goal advantage.

The national U-17 side continued in similar fashion after the restart and added a third goal in the 49th minute, with Gbemisola Jaiye unfortunately turning the ball into her own net.

The Flamingos subsequently managed the remainder of the encounter to secure a comprehensive 3–0 victory at the end of the 80-minute contest.

Although it was only a training match, the fixture offered valuable competitive minutes for the Flamingos as the coaching crew continues to work on the team’s tactical organisation, combinations and overall match fitness.

The performance also gives the players an opportunity to build confidence, particularly with the team’s preparations focused on ensuring they are ready for the demands of their upcoming competitive fixtures.

The Flamingos will now continue their preparations, with the technical crew expected to use lessons from the encounter to fine-tune the squad ahead of their next assignment.

The 3–0 victory over Generation Next Queens provides another positive result for Nigeria’s U-17 women as their preparations continue.

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Nigeria’s Seed Council, PIND partner to expand certified seed access

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Farmers across the Niger Delta are set to gain greater access to certified seeds and quality planting materials following a two-year partnership between the National Agricultural Seed Council (NASC) and the Foundation for Partnership Initiatives in the Niger Delta (PIND).

The organisations signed a Memorandum of Understanding (MoU) at NASC’s corporate headquarters in Abuja to expand community-based seed production, strengthen certification and inspection, develop local seed enterprises and mobilise investment in Nigeria’s domestic seed industry.

The partnership combines NASC’s regulatory and quality-assurance mandate with PIND’s market systems expertise and networks of Community Seed Entrepreneurs, Farm Service Providers, Business Service Providers, research institutions and private-sector partners.

Speaking at the signing ceremony, NASC Director-General, Fatuhu Muhammed, said the agreement would help bring quality-assurance services closer to farmers and seed producers.

“A productive agricultural sector begins with quality seeds. By working with PIND and its networks across the Niger Delta, NASC can extend certification and inspection services to more communities, protect farmers from poor-quality planting materials and create stronger pathways for investment in Nigeria’s seed industry,” Mr Muhammed said.

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PIND’s Executive Director, Sam Daibo, said the partnership would help move proven community-level interventions to institutional adoption and scale.

“Many farmers understand the value of quality seeds but cannot access certified planting materials when and where they need them. By combining NASC’s regulatory leadership with PIND’s market systems experience, we can close that gap, strengthen local seed enterprises and help farmers build more productive and commercially viable livelihoods,” Mr Daibo said.

From cassava to other crops

The MoU formalises a collaboration dating back to 2016 through the Building an Economically Sustainable Seed System for Cassava programme, implemented in partnership with the International Institute of Tropical Agriculture (IITA) and the National Root Crops Research Institute (NRCRI).

The collaboration later expanded into community-based cassava seed multiplication, with NASC certifying seed plots across the Niger Delta.

Under the new framework, NASC and PIND will expand NASC-certified community seed multiplication across the region.

NASC will lead certification and quality assurance, while PIND will support enterprise development, technical assistance and market linkages.

According to the statement, the partners will also extend NASC’s Licensed Seed Inspectors Scheme into the Niger Delta, drawing potential candidates from PIND’s Farm Service Provider and Business Service Provider networks.

The partnership will further promote domestic seed production for high-demand vegetables, including tomato, pepper and cucumber, while expanding access to cassava, banana and yam planting materials produced through NASC’s PROSSIVA programme, the statement said.

It said the agreement will also support the Mastercard Foundation-funded WISE programme by enabling NASC to certify Community Seed Entrepreneurs trained to supply quality cassava planting materials to women producers across the Niger Delta.

ALSO READ: NBMA disposes of 950kg of unapproved GM cotton seeds

The partnership’s first major joint deliverable will be the Nigeria Seed Systems Forum 2026 in Abuja.

The forum is expected to bring together policymakers, regulators, researchers, investors, seed companies, development partners and farmers to advance policy, investment and market action in Nigeria’s seed sector.

A Joint Technical Working Group comprising representatives of NASC and PIND will coordinate implementation and track progress under the agreement.

Through the partnership, the organisations aim to strengthen the connection between regulation, research, enterprise development and markets, bringing certified seeds closer to farmers while supporting a stronger and more commercially sustainable seed industry in Nigeria.


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