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Capital One builds agentic AI to supercharge auto sales

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Inspiration can come from different places, even for architecting and designing agentic systems. At VB Transform, Capital One explained how it built its agentic platform for its auto business. Milind Naphade, SVP of Technology and Head of AI Foundations at Capital One, said during VB Transform that the company wanted its agents to function

Amazon's Andy Jassy says AI will take some jobs but make others more 'interesting'

Bloomberg/Getty Images The adoption of artificial intelligence systems throughout the business sector will lead to "fewer people doing some of the jobs" that become automated, Amazon president and CEO Andy Jassy said in an interview with CNBC's Jim Cramer this week. Jassy's understated comments about the future impacts of automation upon the job market were also optimistic: While he concedes that some people will be replaced by AI, the technology will simultaneously "make all of our jobs more

Confidence in agentic AI: Why eval infrastructure must come first

As AI agents enter real-world deployment, organizations are under pressure to define where they belong, how to build them effectively, and how to operationalize them at scale. At VentureBeat’s Transform 2025, tech leaders gathered to talk about how they’re transforming their business with agents: Joanne Chen, general partner at Foundation Capital; Shailesh Nalawadi, VP of project management with Sendbird; Thys Waanders, SVP of AI transformation at Cognigy; and Shawn Malhotra, CTO, Rocket Compani

Transform 2025: Why observability is critical for AI agent ecosystems

The autonomous software revolution is coming. At Transform 2025, Ashan Willy, CEO of New Relic and Sam Witteveen, CEO and co-founder of Red Dragon AI, talked about how they’re instrumenting agentic systems for measurable ROI and charting the infrastructure roadmap to maximize agentic AI. New Relic provides observability to customers by capturing and correlating application, log, and infrastructure telemetry in real time. Observability goes beyond monitoring — it’s about equipping teams with the

Enterprise giants Atlassian, Intuit, and AWS are planning for a world where agents call the APIs

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more This dawning age of agentic AI requires a total rethink on how we build software. Current enterprise APIs were built for human use; the APIs of the future will be multi-model, native interfaces. “We need to build the kind of APIs that will work well with agents, because agents are the ones that are now going to interact with APIs, not hum

Capital One builds agentic AI modeled after its own org chart to supercharge auto sales

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Inspiration can come from different places, even for architecting and designing agentic systems. At VB Transform, Capital One explained how it built its agentic platform for its auto business. Milind Naphade, SVP of Technology and Head of AI Foundations at Capital One, said during VB Transform that the company wanted its agents to functio

Building a Personal AI Factory

Building a Personal AI Factory (July 2025 snapshot) Published: July 1, 2025 Overview I keep several claude code windows open, each on its own git-worktree. o3 and sonnet 4 create plans, sonnet 3.7 or sonnet 4 execute the plan, and o3 checks the results against the original ask. Any issues found are fed back into the plan template and the code is regenerated. The factory improves itself. Read on to see what might be useful for you. Guiding Principle – Fix Inputs, Not Outputs When something

Cua (YC X25) is hiring an engineer

Cua is building the infrastructure that lets general AI agents safely and scalably use Computers and Apps like humans do. With 8.9k+ GitHub stars in just 4 months and backing from Y Combinator, we’re providing: An open-source framework for building and evaluating general-purpose AI agents A cloud container platform for sandboxed, scalable agent execution environments A blueprint for what production-grade general agent systems should look like - backed by research We're looking for our first

Grammarly wants to become an ‘AI productivity platform’

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Grammarly plans to acquire the buzzy email app Superhuman, according to a press release. Email is already the “number-one use case” of Grammarly for professional users, the company says, with “the AI assistant helping to revise over 50 million emails per week across more than 20 email providers.” Buying Superhuman makes some sense, then: it gives Grammarly its own email app t

Cua (YC X25) Is Hiring a Founding Engineer

Cua is building the infrastructure that lets general AI agents safely and scalably use Computers and Apps like humans do. With 8.9k+ GitHub stars in just 4 months and backing from Y Combinator, we’re providing: An open-source framework for building and evaluating general-purpose AI agents A cloud container platform for sandboxed, scalable agent execution environments A blueprint for what production-grade general agent systems should look like - backed by research We're looking for our first

Embabel Agent Framework for the JVM

Embabel Agent Framework Embabel (Em-BAY-bel) is a framework for authoring agentic flows on the JVM that seamlessly mix LLM-prompted interactions with code and domain models. Supports intelligent path finding towards goals. Written in Kotlin but offers a natural usage model from Java. From the creator of Spring. Key Concepts Models agentic flows in terms of: Actions : Steps an agent takes : Steps an agent takes Goals : What an agent is trying to achieve : What an agent is trying to achieve

Cursor launches a web app to manage AI coding agents

The company behind Cursor, the viral AI coding editor, launched a web app on Monday that allows users to manage a network of coding agents directly from their browser. The launch marks Cursor’s next big step beyond its integrated development environment (IDE), the core product developers use to access its tools. While Anysphere, the company behind Cursor, initially offered only this AI-powered IDE, the company has made a concerted effort to put its products in more places, and develop more agen

From hallucinations to hardware: Lessons from a real-world computer vision project gone sideways

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Computer vision projects rarely go exactly as planned, and this one was no exception. The idea was simple: Build a model that could look at a photo of a laptop and identify any physical damage — things like cracked screens, missing keys or broken hinges. It seemed like a straightforward use case for image models and large language models (

AI agents are hitting a liability wall. Mixus has a plan to overcome it using human overseers on high-risk workflows

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more While enterprises face the challenges of deploying AI agents in critical applications, a new, more pragmatic model is emerging that puts humans back in control as a strategic safeguard against AI failure. One such example is Mixus, a platform that uses a “colleague-in-the-loop” approach to make AI agents reliable for mission-critical work

OpenAI’s API lead explains how enterprises are already succeeding with its Agents SDK and Responses API

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more At VentureBeat’s Transform 2025 conference, Olivier Godement, Head of Product for OpenAI’s API platform, provided a behind-the-scenes look at how enterprise teams are adopting and deploying AI agents at scale. In a 20-minute panel discussion I hosted exclusively with Godement, the former Stripe researcher and current OpenAI API boss unpac

Apple tests if AI assistants can anticipate the consequences of in-app actions

As AI agents come closer to taking real actions on our behalf (messaging someone, buying something, toggling account settings, etc.), a new study co-authored by Apple looks into how well do these systems really understand the consequences of their actions. Here’s what they found out. Presented recently at the ACM Conference on Intelligent User Interfaces in Italy, the paper From Interaction to Impact: Towards Safer AI Agents Through Understanding and Evaluating Mobile UI Operation Impacts intro

Topics: actions agents ai ui user

Business leaders continue to push workers toward daily use of AI

ismagilov/Getty Images Daily AI usage for desk workers has grown by 233% since the beginning of the year, according to Salesforce's latest Slack Workforce Index based on a survey of 5,000 desk workers globally. AI now helps to create a competitive advantage by providing 64% more productivity and 81% more job satisfaction for those who use AI versus colleagues who don't. And the benefits of AI go far beyond task automation. Since November 2024, AI adoption among workers has risen 50%, with 60%

The hidden scaling cliff that’s about to break your agent rollouts

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Enterprises that want to build and scale agents also need to embrace another reality: agents aren’t built like other software. Agents are “categorically different” in how they’re built, how they operate, and how they’re improved, according to Writer CEO and co-founder May Habib. This means ditching the traditional software development lif

Get paid faster: How Intuit’s new AI agents help businesses get funds up to 5 days faster and save 12 hours a month with autonomous workflows

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Intuit has been on a journey over the last several years with generative AI, incorporating the technology as part of its services at QuickBooks, Credit Karma,Turbotax and Mailchimp. Today the company is taking the next step with a series of AI agents that go beyond that to transform how small and mid-market businesses operate. These new a

Lessons learned from agentic AI leaders reveal critical deployment strategies for enterprises

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Companies are rushing AI agents into production — and many of them will fail. But the reason has nothing to do with their AI models. On day two of VB Transform 2025, industry leaders shared hard-won lessons from deploying AI agents at scale. A panel moderated by Joanne Chen, general partner at Foundation Capital, included Shawn Malhotra,

What enterprise leaders can learn from LinkedIn’s success with AI agents

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more AI agents are one of the hottest topics in tech right now — but how many enterprises have actually deployed and are actively using them? LinkedIn says it has with its LinkedIn hiring assistant. Going beyond its popular recommender systems and AI-powered search, the company’s AI agent sources and recruits job candidates through a simple na

Some bits on malloc(0) in C being allowed to return NULL

You're using a tool with a too-generic User-Agent You're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace, the wiki thing it's part of. Unfortunately whatever you're using to do so has a HTTP User-Agent header value that is too generic or otherwise excessively suspicious. Unfortunately, as of early 2025 there's a plague of high volume crawlers (apparently in part to gather data for LLM training) that behave like this. To reduce th

Learnings from building AI agents

How we made our AI code reviewer stop being so noisy I’m Paul, cofounder of cubic —an "AI-native GitHub." One of our core features is an AI code review agent that performs an initial review pass, catching bugs, anti-patterns, duplicated code, and similar issues in pull requests. When we first released this agent back in April, the main feedback we got was straightforward: it was too noisy. Even small PRs often ended up flooded with multiple low-value comments, nitpicks, or outright false posi

Learnings from Building AI Agents

How we made our AI code reviewer stop being so noisy I’m Paul, cofounder of cubic —an "AI-native GitHub." One of our core features is an AI code review agent that performs an initial review pass, catching bugs, anti-patterns, duplicated code, and similar issues in pull requests. When we first released this agent back in April, the main feedback we got was straightforward: it was too noisy. Even small PRs often ended up flooded with multiple low-value comments, nitpicks, or outright false posi

15 new jobs AI is creating - including 'Synthetic reality producer'

Eoneren/Getty Images Imagine being at a party in the not-too-distant future, and telling people you are a "synthetic reality producer." That's something sure to elicit quite a bit of curiosity. On the other hand, it may be a common job title by the year 2030. There's been a fair bit of chatter lately about the prospect of artificial intelligence usurping or taking away job opportunities -- from developers to creators. However, AI will never operate entirely on its own in a vacuum -- there will

For Replit’s CEO, the future of software is ‘agents all the way down’

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Can enterprise teams truly vibe code their way out of expensive SaaS contracts? Replit CEO and co-founder Amjad Masad seems to think so, and the ambitious vision could mean “agents all the way down.” Speaking at VB Transform on Tuesday, Masad touted how his startup’s agents could help a non-developer design and code a live polling app in

Creatio’s new 8.3 Twin CRM update hits Salesforce where it hurts: ‘we don’t think of AI as an add-on…it’s just part of our app experience’

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Creatio, the Boston-headquartered customer relationship management (CRM) company focused on no-code and low-code CRM app deployment, has officially launched its latest platform update, the 8.3 “Twin” Release, introducing a suite of AI-native capabilities designed to streamline CRM and workflow automation. With this update, Creatio continu

Your next job? Managing a fleet of AI agents

akinbostanci/Getty Images Agentic AI is moving fast, but are we ready for it? "We're all going to be CEOs of a small army of AI agents," predicted Erik Brynjolfsson, director of the digital economy lab at the Stanford Institute for Human-Centered Artificial Intelligence and founder of Workhelix, recently quoted in The New York Times. "We have to think, OK: What is it we really want to accomplish? What are the goals here? And we have to think a little bit more deeply about that than we have in

Introducing Qodo Gen CLI: Build and Run Coding Agents Anywhere in the SDLC

Today, we’re excited to announce in alpha, the Qodo Gen CLI, a powerful command-line interface for building, managing and running AI agents. With Qodo Gen CLI, developers can create their own agents, automate workflows across the SDLC and turn any IDE agentic. With Qodo Gen CLI, you get: Custom agents you control – Define what they do, when they run, and the tools they use – Define what they do, when they run, and the tools they use Workflow-wide automation – Trigger agents from CI/CD, webhoo

Topics: agent agents cli gen qodo

The AI Hype Index: AI-powered toys are coming

Separating AI reality from hyped-up fiction isn’t always easy. That’s why we’ve created the AI Hype Index—a simple, at-a-glance summary of everything you need to know about the state of the industry. AI agents might be the toast of the AI industry, but they’re still not that reliable. That’s why Yoshua Bengio, one of the world’s leading AI experts, is creating his own nonprofit dedicated to guarding against deceptive agents. Not only can they mislead you, but new research suggests that the weak