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AWS debuts Graviton-powered Redshift RG instances to cut analytics costs

15:22
AWS has released new Graviton-powered RG instances for its Amazon Redshift data warehouse service aimed at helping enterprises reduce both rising analytics costs and the operational complexity of modern lakehouse architectures. At the core of the new instances is an integrated data lake query engine that AWS says can run SQL analytics across both Redshift warehouse data and Amazon S3 data lakes ,…

SAP’s AI promises last year? Most are still rolling out

11:46
SAP made bold promises about AI at Sapphire 2025 : Knowledge Graph, Joule Studio, and AI Agent Hub would ship by the end of the year. Those tools are now technically available, but adoption has lagged, and SAP is already announcing version 2.0. “Joule Studio adoption has been minimal compared to what we’d like,” said Manoj Swaminathan , SAP’s chief product officer for Business Suite, in a briefin…

First look: Lemonade serves up local AI with limitations

11:46
Lemonade , created by AMD, is a server application plus GUI for running local AI models, similar to projects like LM Studio (or, more distantly, ComfyUI ). What it lacks in configurability, it tries to make up for in broader integration with third-party apps that use standard APIs, and with support for non-NVIDIA runtimes. Lemonade works with a variety of runtimes and back-end engines. It support…

AI is ready to take over Python programming, but not much else

5:30
Tests of how well 19 large language models (LLMs) complete and perform complicated multi-step tasks has shown that they are both error-prone and, in many cases, unreliable. The findings are contained a preprint paper, LLMs Corrupt Your Documents When You Delegate , written by Microsoft researchers Philippe Laban , Tobias Schnabel and Jennifer Neville based on a benchmark they created called DELEG…

Mistral AI SDK, TanStack Router hit in npm software supply chain attack

12.května
The TeamPCP threat group has pulled off another big supply chain attack which within a few hours this week was able to successfully compromise 170 Node Package Manager (npm) and PyPI packages. The attack affected the entire TanStack Router ecosystem (@tanstack) of 42 packages, a routing library hugely popular among React web application developers. Multiple other packages were also affected, incl…

GitLab CEO sees developer tool bill increasing 100-fold

12.května
GitLab CEO Bill Staples says enterprises’ monthly bill for developer platform services has risen from tens of dollars per seat to hundreds over the last year, and is headed toward the thousands, signaling a structural change in how they will be billed for AI-enabled software development tools . The increase in cost reflects the volume of work AI agents generate inside development pipelines, Stapl…

Tokenmaxxing is super dumb

12.května
It seems that the software developers at Facebook, who are all in on AI-powered coding, came up with a notion they called “Claudeonomics” to measure their all in-ness. This manifested itself as an internal dashboard/scoreboard of who was burning the most tokens with Claude Code . The race was on to see who could burn through the most tokens. Never mind whether this conflagration of Claude tokens …

Red Hat adds support for agentic AI development

12.května
As use of agentic AI accelerates, Red Hat is hoping to position itself as the critical behind-the-scenes plumbing and connective fabric. To this end, the company has unveiled new desktop and developer suite functions, skills bundles, and a rolling Linux release to help enterprises move beyond the experimental phase. Announced at Red Hat Summit today, the new features and services are included in …

What’s new and exciting in JDK 26

12.května
With the release of JDK 26 , which arrived March 17, we’ve now seen 17 versions of Java delivered under the time-based six-month release cadence. Nobody can call this anything other than a huge success for Java . In the last eight years, we’ve seen the Java platform move forward faster than at any time in its history. In addition, the faster release cadence has made preview features and incubator…

Kill the loading spinner with local-first data and reactive SQL

12.května
It’s not every day that a radically new architecture comes along, but here we are: in-browser SQLite , combined with reactive SQL and auto-syncing. The promise is instant interactivity on the front end, while maintaining data symmetry with the back end. As a direct challenger to the RESTful group-think that has dominated web development for a decade, it is well worth a look. Not really new, but i…

A networking revolution at AWS

12.května
Amazon Web Services (AWS) is reshaping its underlying network foundation , a move that could redefine how enterprises approach cloud technology, costs, and operational efficiency. As enterprises contemplate next-generation workloads, from generative AI to globally distributed applications, AWS’s end-to-end custom networking stack is a new calculus for cloud economics, agility, and security. Let’s…

Malicious Hugging Face model masquerading as OpenAI release hits 244K downloads

11.května
A malicious Hugging Face repository posing as an OpenAI release delivered infostealer malware to Windows systems and logged 244,000 downloads before being removed, raising fresh concerns about how enterprises source and validate AI models from public repositories. The repository, named Open-OSS/privacy-filter, impersonated OpenAI’s legitimate Privacy Filter release, copied its model card almost w…

How to add AI to an existing product (without annoying users)

11.května
While generative AI has shown promising results in advancing software engineering, its inclusion within end-user applications is a different story. Features labeled as AI continue to pop up across every UI, but they’re not always helpful or useful. Often driven by hype , they can become a distraction, or worse, a productivity killer. “Many fall into the trap of tacking on AI capabilities to cash …

Your AI doesn’t need another database

11.května
Every hot, new workload gets its own database. Briefly. You know the drill. From search to JSON (documents) to graph , as an industry we have this weird fixation with building new databases. DB-Engines now tracks 434 of them. We’re now doing it again with vector databases , which were hailed almost overnight as the essential new persistence layer for AI. The story was simple and, for a time, conv…

What happens when engineering teams reorganize around AI agents

9.května
I counted at least 10 events in San Francisco last night aimed at matching AI startups with VCs. Just another Thursday. But what made Camp AI’s “Agents at Work” event (hosted by Auth0 ) stand out was its showcase of companies that are in various stages of reorganizing their engineering processes around AI agents. Browserbase , Mastra , Fireworks AI , Drata , Mya , MindFort , and Corridor are all …
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