Thu.Apr 13, 2023

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An example of LLM prompting for programming

Martin Fowler

A couple of weeks ago I watched a fascinating Zoom call hosted by Xu Hao , Thoughtworks's Head of Technology in China. He showed an example of how he uses ChatGPT to help him code in a self-testing style. His initial prompt primes the LLM with an implementation strategy (chain of thought prompting). His prompt also asks for an implementation plan rather than code (general knowledge prompting).

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13 VCs talk about the state of robotics investing in 2023

TechCrunch

Robotics is a fascinating topic. It can be frustrating, too. When I started covering the space nearly 15 years ago, there was a sense that something big was looming, just over the horizon. But roboticists are a pragmatic bunch, offering projects for adoption more than a decade into the future. There were times in the intervening years when it felt like those goal posts were being pushed back.

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Why IT leaders are putting more business spin on security spend

CIO

Gartner projects that spending on information security and risk management products and services will grow 11.3% to reach more than $188.3 billion this year. But despite those expenditures, there have already been at least 13 major data breaches, including at Apple, Meta and Twitter. To better focus security spend, some chief information security officers (CISOs) are shifting their risk assessments from IT systems to the data, applications, and processes that keep the business going.

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This startup wants to train art-generating AI strictly on licensed images

TechCrunch

Generative AI, particularly text-to-image AI, is attracting as many lawsuits as it is venture dollars. Two companies behind popular AI art tools, Midjourney and Stability AI, are entangled in a legal case that alleges they infringed on the rights of millions of artists by training their tools on web-scraped images. Separately, stock image supplier Getty Images took Stability AI to court for reportedly using images from its site without permission to train Stable Diffusion , an art-generating AI

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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CIO Digital Enterprise Forum 2023: How CIOs can strategically and ethically use generative AI

CIO

The CIO Digital Enterprise Forum will be held in London on Thursday 11 th May at Prospero House, London Bridge. Amit Sen from the United Nations Refugee Agency and Howard Pyle from Experience Futures will host the opening keynote. They will focus on the importance of organizations linking analytics with social impact goals and standards of inclusion.

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Circular innovation: how to create sustainable products

CIO

If you recycle, you’re living your belief that using and regenerating products or components in environmentally friendly ways is good for our planet and its people. By extension, you’ll likely find value in the circular economy concept. According to the renowned Ellen MacArthur Foundation, “Through design, we can eliminate waste and pollution, circulate products and materials, and regenerate nature, creating an economy that benefits people, business, and the natural world.

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Reef.ai is helping companies track and expand net revenue retention

TechCrunch

When it comes to measuring SaaS success, companies look at a number of key metrics, including annual recurring revenue (ARR) and net revenue retention (NRR). The latter measures the amount of recurring revenue from existing customers. If it goes up, it means that customers are expanding their usage of the product, making it a key measurement for companies selling software as a service.

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4 ways to enable explainability in generative AI

CIO

Have you ever gazed upon a Monet painting and lost yourself for a time? I have. I love great works of art. The University of London’s research says beautiful art catalyzes an instant release of dopamine into the brain. I feel that jolt of reward and motivation when I see a masterpiece. As an artist and an engineer, I find myself curious about the techniques, stories of the paintings, reasons behind the color choices, the style of brushstrokes, and the preservation of each piece.

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Track the right metrics to improve your developers’ work experience

TechCrunch

Alex Circei Contributor Share on Twitter Alex Circei is the CEO and co-founder of Waydev , a development analytics tool that measures engineering teams' performance. More posts by this contributor Use DORA metrics to support the next generation of remote-work models Insider hacks to streamline your SOC 3 certification application While the past few years saw a big drive towards caring for employees, the last months have seen the pendulum swing in the other direction.

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Streamlining Database Compliance with CI/CD Integration

IT leaders know the importance of compliance at every level, but the database often gets left behind as other environments are automated for robust protection. This whitepaper emphasizes the importance of robust, auditable, and secure database change management practices for safeguarding organizational compliance. Learn how automating database compliance: Mitigates risk Protects against security vulnerabilities Helps avoid regulatory penalties Aligns database workflows with app lifecycle Turns d

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The ZeroOps journey: Mind The Gap

CloudGeometry

Cloud automation can pay dividends. But it’s not a no-brainer. Who doesn’t secretly wish yesterday’s automation successes would reach the speed of light tomorrow? Why can’t we escape hands-on cloud operations work to unlock software development nirvana (aka frictionless, faster development and deployment processes)? Change. It’s the other constant. Let’s take a closer look at what it takes to successfully overcome the unknown costs of a change in your cloud stack.

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Daily Crunch: Amazon’s new Bedrock cloud service lets developers incorporate generative AI

TechCrunch

To get a roundup of TechCrunch’s biggest and most important stories delivered to your inbox every day at 3 p.m. PDT, subscribe here. Happy Thursday, Crunchers! If you’ve been to Disrupt before, you’ll remember we had a stage or two or three. This year, we’re going all out, with a bunch of tracks to tickle your curiosity bone. New for Disrupt 2023: The Security Stage , for those of us who love us some hacking, security, and everything in between. — Christine and Haje The TechCrunch Top 3 Yabba da

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Deploy an HTTPS Load Balancer using a Google-managed wildcard SSL certificate on Google Cloud Platform

Xebia

Recently I was wondering if I could deploy a Google-managed wildcard SSL certificate on my Global External HTTPS Load Balancer. In this blog, I will show you step by step how you can deploy a Global HTTPS Load Balancer using a Google-managed wildcard SSL certificate. Background Research Google-managed SSL certificates for Cloud Load Balancing by default do not support wildcard common names when provisioning load balancers according to this documentation.

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At just 2.1% of all VC investment, funding for women remains ‘meh’ in Q1 2023

TechCrunch

Things could’ve been worse, I guess. Companies with all female-founding teams raised about $800 million, or 2.1%, out of the estimated $37 billion invested in U.S. startups in Q1 2023, according to PitchBook. In dollar terms, that is a 53% year-over-year decline from the $1.7 billion all-female founding teams raised in Q1 2022. The decline isn’t a surprise.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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How to deploy to private GKE cluster using Connect Gateway

Xebia

Deployments to private GKE clusters have always been painful , because of networking challenges. Glady, those days are in the past, because Connect Gateway overcomes these connectivity challenges. The Pain Of Private GKE Clusters Everybody wants a secure environment. Therefore, everyone hides the Kubernetes API server from the public internet – a so called private cluster.

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Otterize raises $11.5M to help developers securely connect software services

TechCrunch

Tomer Greenwald, Uri Sarid and Ori Shoshan, software developers by trade, found themselves building and configuring software authentication and authorization mechanisms repeatedly — each time with a different tech stack. Frustrated with the process, they sought to create a platform that enables developers to focus on writing code rather than on constantly configuring server permissions.

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Using Vulcan Codecs with Kafka Java APIs

Xebia

Working on training material for Circe last year and talking about Kafka, I was introduced to Vulcan. For those that aren’t familiar, Vulcan is a functional Avro encoding library that uses the official Apache Avro library under the hood. The difference between this and the official Avro build plugins approach is that the types are defined in plain Scala.

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A comprehensive list of 2023 tech layoffs

TechCrunch

Last year’s techwide reckoning continues. In 2023, layoffs have yet again cost tens of thousands of tech workers their jobs; this time, the workforce reductions have been driven by the biggest names in tech like Google , Amazon , Microsoft , Yahoo and Zoom. Startups, too, have announced cuts across all sectors, from crypto to enterprise SaaS. The reasoning behind these workforce reductions follows a common script , citing the macroeconomic environment and a need to find discipline on a tumultuo

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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital. Multi-tenant analytics is NOT the primary use case with traditional data warehouses, causing data security challenges.

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The Paradigm Shift to Cloudless Computing

O'Reilly Media - Ideas

TLDR: Cloudless apps use protocols instead of centralized services, making them easily portable. (Imagine application storage and compute as unstoppable as blockchain, but faster and cheaper than the cloud.) Cloudless is tractable now that enough people are familiar with cryptographic signing, and key-handling infrastructure has become part of the browser.

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Betaworks’ new ‘camp’ aims to fund transformative early-stage AI startups

TechCrunch

In a sign that the seed-stage AI segment is still alive and kicking, Betaworks, the startup studio and VC firm, is launching a new program that’ll award around ten companies working on AI $500,000 in funding. Scheduled to run from mid-June until mid-September, Betaworks’ program — the ninth of its kind — will provide startups access to benefits including a business-building curriculum and accelerated compute from companies including Hugging Face and Stability AI.

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Can ChatGPT Fix Bugs? ‘Wolverine’ Dev Says YES

DevOps.com

In this week’s #TheLongView: Instead of AI aids for programming, what about for debugging? The pseudonymous “BioBootloader” says he’s persuaded GPT-4 to make his code self heal. The post Can ChatGPT Fix Bugs? ‘Wolverine’ Dev Says YES appeared first on DevOps.com.

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Elevate lands $28M to help employers better manage benefits

TechCrunch

Elevate , a consumer benefits administration platform, today announced that it raised $28 million in a funding round led by Anthemis with participation from Fin Capital Norwest Venture Partners, Greycroft, Bowery Capital and Firebolt Ventures. The new cash, which brings Elevate’s total raised to $43 million, will be put toward product development, hiring and customer acquisition, according to CEO Brian Cosgray. “Having worked at legacy benefits companies, Elevate’s founding team all

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7 Pitfalls for Apache Cassandra in Production

Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases. However, many developers and administrators who are new to this NoSQL database often encounter several challenges that can impact its performance.

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Predict and Prevent Oil and Gas Equipment Downtime with Digital Oilfield Solutions 

Perficient

The Future of Preventative Maintenance Is Waiting Imagine a world where you’d be alerted that your car or HVAC unit was about to break down before it does. For oil and gas companies, that possibility is already a reality for their equipment, and it can be found in cutting-edge digital solutions that manage equipment performance data and analyze it in real time.

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Stability AI’s new model is slightly better at generating hands

TechCrunch

Stability AI , the startup funding a range of generative AI experiments, has released a new version of Stable Diffusion , the text-to-image AI system that was among the first to rival OpenAI’s DALL-E 2. Called Stable Diffusion XL, or SDXL , the new system — which is available in beta through DreamStudio, Stability AI’s generative art tool — improves upon the original in key ways.

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Predicting, Preventing and Resolving Incidents With AIOps

DevOps.com

IT operations teams, site reliability engineers (SREs) and service providers are on a mission to scale across geographies, expand their digital services and create new experiences for customers. Amid this drive, their backend IT systems are getting more complex. This hinders visibility into applications and makes monitoring and troubleshooting cumbersome.

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6 Common Financial Mistakes in Cloud-Migration Planning

TechBeacon

On paper, your cloud migration may seem simple enough. Cloud-migration planning typically boils down to figuring out which workloads will benefit from being moved to the cloud, which types of cloud services to move them to, and which method you will use to get the workloads into those cloud services—while also estimating what it's all going to cost.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Harnessing the Power of AI Chatbots for Continuous Testing

DevOps.com

Artificial intelligence (AI) is revolutionizing the way we develop and test software, especially with the advent of AI chatbots. These intelligent agents have the potential to streamline and automate continuous testing while improving software quality. However, software and QA managers must understand the urgency, opportunities, pitfalls and best practices associated with integrating AI chatbots into […] The post Harnessing the Power of AI Chatbots for Continuous Testing appeared first on

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How to Use Large Language Models in the Enterprise

Dataiku

Large language models (LLMs) are the technology behind popular products including OpenAI’s ChatGPT, Microsoft’s Bing, and Google’s Bard. Yet reports of employees leaking sensitive company data to ChatGPT raises major questions around properly leveraging LLMs in an enterprise setting.

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GitKraken App Correlates Activity Across Jira Cloud and Git Repositories

DevOps.com

GitKraken today made available a preview of a free application that aggregates activity across Atlassian’s Jira Cloud and any Git repository to provide a unified view across all the activities of a software development team. Adam Wride, general manager for planning solutions of GitKraken, said Team Insights for Jira (TIJ) will make it easier for […] The post GitKraken App Correlates Activity Across Jira Cloud and Git Repositories appeared first on DevOps.com.

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