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The move to innovate at speed and scale is stressing software quality and exposing the limitations of testing. Don’t get me wrong – testing in all its forms is inseparable from the software delivery supply chain. Tests and static analysis are essential to software development pipelines, and this holds true for both traditional and cloud-native applications.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
A step-by-step guide for delivering more reliable software in today’s increasingly complex and fast moving environment. This post is based on a recent webinar created in collaboration with the Cloud Native Computing Foundation, together with Brandon Groves and Ben Morrise from the OverOps engineering team. If you think of the shift to microservices and containers as an evolution rather than a revolution then you’ve reached the right place!
Let’s consider a toy model where you’re hiring for two things and that those are equally valuable. It’s not very important what those are, so let’s just call them “thing A” and “thing B” for now. For one set of abilities, the scatter plot looks like this: The assumption here is that A and B are drawn from a 2D-Gaussian with a mild positive correlation.
Over the last few months, my colleague Unmesh Joshi has been running workshops to teach developers about distributed systems design. In this work he's been delving into many open-source distributed systems and identifying patterns. As he writes them up, he's publishing the patterns on my site. Today he's publishing an initial narrative article that ties the first batch of patterns together, and two of these patterns: Heartbeat and Generation Clock.
Allison Xu. Contributor. Share on Twitter. Allison Xu is an investor at Bain Capital Ventures, where she focuses on investments in the fintech and property tech sectors. In the wake of COVID-19 this spring, construction sites across the nation emptied out alongside neighboring restaurants, retail stores, offices and other commercial establishments. Debates ensued over whether the construction industry’s seven million employees should be considered “essential,” while regulations continued to shif
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What will computer programming look like in the future? Will, there even be programming jobs, and what will they entail? Is there still a point to going into a computer programming career? These questions are weighing heavily on the minds of both established programmers and newcomers to the field. Computer programming has always been an ever-changing environment.
Machine Learning (ML) is emerging as one of the hottest fields today. It has penetrated into numerous aspects of our everyday life—be it Siri or Alexa, Facebook/Instagram friend suggestions, Gmail spam filters, traffic congestion predictions, customer support chatbots, and much more. The Machine Learning market is ever-growing, predicted to scale up at a CAGR of 43.8% from 2019 to 2025, reaching up to an estimated evaluation of USD 96.7 billion by the end of 2025.
As of this week, many people who are accustomed to going to the office are working from home. I myself am mostly staying at home, avoiding face-to-face interaction with colleagues and friends, especially those over 65 or with medical issues. That means more remote meetings, remote working sessions, and remote social catch ups. (My book … Continued.
I really enjoyed reading Artificial Intelligence – A Guide for Thinking Humans by Melanie Mitchell. The author is a professor of computer science and an artificial intelligence (AI) researcher. The book is her attempt at working out if the singularity is near (or at least likely), or if we still are far from creating any true intelligence. In the process, the reader gets an excellent overview of the state of the art in areas such as image recognition, game play, and natural language proces
Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.
Merritt Hummer. Contributor. Share on Twitter. Merritt Hummer is a partner at Bain Capital Ventures, where she invests in the fintech, e-commerce and proptech sectors. Startups involved in B2B e-commerce such as Faire and Mirakl have burst out of the gates in 2020. Almost overnight, these startups transformed into consequential platforms, earning billion-dollar valuations along the way.
InVideo, a Mumbai-based startup that has built a video creation and editing platform, has raised $15 million as it looks to court more users and customers worldwide. The startup offers a freemium web-based editing tool that allows users to create videos that are fit to be published on popular social media platforms (such as Twitter, Facebook, YouTube).
What does a hologram-obsessed entrepreneur do for a second act after setting up a virtual Ronald Reagan in the Reagan Memorial Library, or beaming Jimmy Kimmel all the way from Hollywood to the Country Music Awards in Nashville? If that entrepreneur is David Nussbaum, the founder of PORTL Hologram , the next logical step is to build a machine that can bring the joy of hologram-based communication to the masses.
Global investors are running from Chinese tech stocks in the wake of the government’s crackdown on Ant Group and Alibaba, two high-flying businesses founded by Ma Yun (Jack Ma) that were once hailed as paragons of China’s new tech elite. Shares of major technology companies in the country have fallen sharply in recent days, with Bloomberg calculating that Alibaba, Tencent, JD.com and Meituan have lost around $200 billion in value during a handful of trading sessions.
GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.
Even in a non-hell year, running a successful startup is a tremendous lift. After the events of 2020, however, no doubt many already lean businesses are hanging on by the skin of their teeth. For every company that saw increased interest in their offerings during the pandemic, there were several that simply couldn’t make it through the finish line. We’ve put this list together for several years now.
It’s no secret that a massive digital transformation is happening within financial services companies and amid the growing number of non-financial outfits that are also adding financial products to their offerings. Still, Sheel Mohnot, who was formerly a general partner at the fintech fund of 500 Startups, and Jake Gibson, co-founder of personal finance startup NerdWallet, were a little taken aback by investor interest in their fintech-focused early-stage venture firm, Better Tomorrow Vent
Over the last few months, my colleague Unmesh Joshi has been running workshops to teach developers about distributed systems design. In this work he's been delving into many open-source distributed systems and identifying patterns. As he writes them up, he's publishing the patterns on my site. Today he's publishing an initial narrative article that ties the first batch of patterns together, and two of these patterns: Heartbeat and Generation Clock.
This is The TechCrunch Exchange, a newsletter that goes out on Saturdays, based on the column of the same name. You can sign up for the email here. Back in August during Y Combinator’s two-day demo extravaganza , TechCrunch noted a number of startups from India that stood out from the batch. Names like Bikayi (e-commerce tools), Decentro (consumer banking APIs), Farmako Healthcare (digital health records) and MedPiper Technologies (helping hire health professionals) joined our list of favorite
Keeper Security is transforming cybersecurity for people and organizations around the world. Keeper’s affordable and easy-to-use solutions are built on a foundation of zero-trust and zero-knowledge security to protect every user on every device. Our next-generation privileged access management solution deploys in minutes and seamlessly integrates with any tech stack to prevent breaches, reduce help desk costs and ensure compliance.
In my conversations with software developers, a regular topic of controversy is how manage source code branching. Tools like git make it easy to create branches, but managing them to improve coordination and minimize the costs of integration unearths plenty of difficulties. I find it useful to think of the trade-offs around branching as a series of patterns, and have spent the last couple of months writing these patterns into a coherent shape.
Feature Branching appears to be the most common branching strategy in the industry at the moment, but there is a vocal group of practitioners who argue that Continuous Integration is usually a superior approach. more….
Last year, my colleague Zhamak Dehghani introduced the notion of the Data Mesh , shifting from the notion of a centralized data lake to a distributed vision of data. Based on more thinking, and the lessons of a year's worth working with clients, she's now written an article outlining four foundational principles of a data mesh, and how they drive a logical architecture.
Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
European entrepreneurs who want to launch startups could do worse than Switzerland. In a report analyzing Europe’s general economic health, cost of doing business, business environment and labor force quality, analysts looked for highly educated populations, strong economies, healthy business environments and relatively low costs for conducting business.
Caryn Marooney. Contributor. Share on Twitter. Caryn Marooney is general partner at Coatue Management and sits on the boards of Zendesk and Elastic. In prior roles she oversaw communications for Facebook, Instagram, WhatsApp and Oculus and co-founded The OutCast Agency, which served clients like Salesforce.com and Amazon. More posts by this contributor.
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