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Embabel Agent Framework for the JVM

news.ycombinator.com Unknown 2026-02-10 21:14:27

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

Topics: agent code docker embabel spring

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Cursor launches a web app to manage AI coding agents

techcrunch.com Maxwell Zeff 2026-02-16 05:00:00

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

Topics: agents ai coding cursor users

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

venturebeat.com Shruti Tiwari 2026-02-16 18:05:00

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 (

Topics: agents damage image images model

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

venturebeat.com Ben Dickson 2026-02-16 18:27:45

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

Topics: agent agents ai enterprise human

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

venturebeat.com Carl Franzen 2026-02-18 00:02:25

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

Topics: agents api enterprise godement openai

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

9to5mac.com Marcus Mendes 2026-02-19 00:08:42

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

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Business leaders continue to push workers toward daily use of AI

zdnet.com Vala Afshar 2026-02-19 16:00:16

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%

Topics: agents ai daily work workers

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

venturebeat.com Marty Swant 2026-02-19 20:33:40

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

Topics: agents enterprise habib new said

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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

venturebeat.com Sean Michael Kerner 2026-02-20 04:00:00

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

Topics: agent agents ai business intuit

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

venturebeat.com Sean Michael Kerner 2026-02-20 04:07:32

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,

Topics: agents ai companies customer testing

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

venturebeat.com Taryn Plumb 2026-02-20 10:15:00

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

Topics: agent agents ai linkedin said

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

news.ycombinator.com Unknown 2026-02-19 12:15:11

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

Topics: agent generic http user using

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Learnings from building AI agents

news.ycombinator.com Unknown 2026-02-21 12:45:04

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

Topics: agent ai comments issues reasoning

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Learnings from Building AI Agents

news.ycombinator.com Unknown 2026-02-21 18:45:04

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

Topics: agent ai comments issues reasoning

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

zdnet.com Joe Mckendrick 2026-02-22 12:00:00

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

Topics: agents ai data said systems

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

venturebeat.com Marty Swant 2026-02-23 04:26:24

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

Topics: agents code masad replit said

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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’

venturebeat.com Carl Franzen 2026-02-23 09:56:59

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

Topics: agents ai creatio kawasaki release

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Your next job? Managing a fleet of AI agents

zdnet.com Joe Mckendrick 2026-02-23 20:01:21

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

Topics: agents ai amodei coding human

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

news.ycombinator.com Elana Krasner 2026-02-24 20:09:39

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

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The AI Hype Index: AI-powered toys are coming

technologyreview.com The Editors 2026-02-25 04:44:46

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

Topics: agent agents ai deal industry

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15 new jobs AI could create - could one be your next gig?

zdnet.com Joe Mckendrick 2026-02-25 04:00:15

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

Topics: agents ai data said systems

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What’s inside Genspark? A new vibe working approach that ditches rigid workflows for autonomous agents

venturebeat.com Sean Michael Kerner 2026-02-25 05:09:24

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Vibe coding has been all the rage in recent months as a simple way for anyone to build applications with generative AI. But what if that same easy-going, natural language approach was extended to other enterprise workflows? That’s the promise of an emerging category of agentic AI applications. At VB Transform 2025 today, one such applicat

Topics: agent ai enterprise genspark vibe

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Emergence AI’s CRAFT arrives to make it easy for enterprises to automate their entire data pipeline

venturebeat.com Carl Franzen 2026-02-27 00:00:00

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more New York City based startup Emergence AI, founded by former IBM researchers, previously made headlines for its impressive automated system that allows enterprises to type in a requested task in plain natural language and automatically create a fleet of agents to help complete it. But that’s not all the company has up its sleeve when it co

Topics: agents ai craft emergence enterprise

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MCP is eating the world

news.ycombinator.com Young-Jin Park 2026-02-23 11:30:40

Despite the hype, Model Context Protocol (MCP) isn’t magic or revolutionary. But, it’s simple, well-timed, and well-executed. At Stainless, we’re betting it’s here to stay. “MCP helps you build agents and complex workflows on top of LLMs”. If you’ve paid attention, you know we’ve been here before. There are numerous past attempts at connecting the world to an LLM in a structured, automatic way. Function/tool calling : Write a JSON schema, the model picks a function. But you had to manually wir

Topics: agents good mcp tool tools

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Show HN: Pickaxe – A TypeScript library for building AI agents

news.ycombinator.com Unknown 2026-02-24 12:07:51

Pickaxe: A Typescript library for building AI agents that scale Pickaxe is a simple Typescript library for building AI agents that are fault-tolerant and scalable. It handles the complexities of durable execution, queueing and scheduling, allowing you to focus on writing core business logic. It is not a framework. Everything in Pickaxe is just a function that you have written, which makes it easy to integrate with your existing codebase and business logic. You can build agents that call tools,

Topics: agent agents execution pickaxe tools

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Salesforce launches Agentforce 3 with AI agent observability and MCP support

venturebeat.com Michael Nuñez 2026-02-28 15:03:09

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Salesforce rolled out sweeping enhancements to its AI agent platform Monday, addressing the biggest hurdles enterprises face when deploying digital workers at scale: knowing what those agents are actually doing and ensuring they can work securely across corporate systems. The company’s Agentforce 3 release introduces a comprehensive “Comm

Topics: agent agents ai enterprise salesforce

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Show HN: Pickaxe – a TypeScript library for building AI agents

news.ycombinator.com Unknown 2026-02-25 12:07:51

Pickaxe: A Typescript library for building AI agents that scale Pickaxe is a simple Typescript library for building AI agents that are fault-tolerant and scalable. It handles the complexities of durable execution, queueing and scheduling, allowing you to focus on writing core business logic. It is not a framework. Everything in Pickaxe is just a function that you have written, which makes it easy to integrate with your existing codebase and business logic. You can build agents that call tools,

Topics: agent agents execution pickaxe tools

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The Brute Squad

news.ycombinator.com Steve Yegge 2026-02-26 15:43:26

The Brute Squad Welcome back! Come one, come all, friends, foes, fart connoisseurs, all are welcome here at Camel Central. It has been an action-packed three months since Revenge of the Junior Developer (RotJD), which is essential reading for this post, so shoo, off you go. You might also want to watch The Princess Bride, up to you. As you wish! What has changed since March? Much and little, more or less. For starters, models got better. Claude 3.7, every programmer's favorite, is now nearly f

Topics: agents coding like new vibe

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Agentic Misalignment: How LLMs could be insider threats

news.ycombinator.com Unknown 2026-03-02 06:39:28

Highlights We stress-tested 16 leading models from multiple developers in hypothetical corporate environments to identify potentially risky agentic behaviors before they cause real harm. In the scenarios, we allowed models to autonomously send emails and access sensitive information. They were assigned only harmless business goals by their deploying companies; we then tested whether they would act against these companies either when facing replacement with an updated version, or when their assi

Topics: agentic goal misalignment model models

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AI agents win over professionals - but only to do their grunt work, Stanford study finds

zdnet.com Sabrina Ortiz 2026-03-03 20:21:21

Getty Images/Jonathan Kitchen AI agents are one of the buzziest trends in Silicon Valley, with tech companies promising big productivity gains for businesses. But do individual workers actually want to use them? A new study from Stanford University shows the answer may be yes -- as long as they automate mundane tasks and don't encroach too far on human agency. Also: Don't be fooled into thinking AI is coming for your job - here's the truth Titled "Future of Work with AI Agents," the study se

Topics: agents ai tasks work workers

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Latest Tech News

Embabel Agent Framework for the JVM

Cursor launches a web app to manage AI coding agents

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

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

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

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

Business leaders continue to push workers toward daily use of AI

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

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

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

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

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

Learnings from building AI agents

Learnings from Building AI Agents

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

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

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’

Your next job? Managing a fleet of AI agents

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

The AI Hype Index: AI-powered toys are coming

15 new jobs AI could create - could one be your next gig?

What’s inside Genspark? A new vibe working approach that ditches rigid workflows for autonomous agents

Emergence AI’s CRAFT arrives to make it easy for enterprises to automate their entire data pipeline

MCP is eating the world

Show HN: Pickaxe – A TypeScript library for building AI agents

Salesforce launches Agentforce 3 with AI agent observability and MCP support

Show HN: Pickaxe – a TypeScript library for building AI agents

The Brute Squad

Agentic Misalignment: How LLMs could be insider threats

AI agents win over professionals - but only to do their grunt work, Stanford study finds

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