Thu.Jun 29, 2023

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Building Boba AI: Some lessons and patterns learnt in building an LLM-powered generative application

Martin Fowler

While it's fascinating to work directly with a Large Language Model, such as ChatGPT, it takes some skill and practice to learn how to prompt it effectively. My colleague Farooq Ali has been working on a co-pilot tool, Boba AI, for using an LLM to help generate ideas for product strategy. From this experience he as proposed eight patterns which he judges will be generally useful for building these kinds of AI co-pilot applications.

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Back to basics: Keys to taking a pragmatic approach to observability

CIO

In the world of IT operations, “observability” is a concept that’s been around for some time. Having been in IT operations for more than 30 years, I can say that, even before anyone called it “observability,” we were in effect examining ways to achieve the same ends. While definitions can vary, in essence, observability is about gaining an understanding of a given system by tracking and analyzing its external outputs.

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Introducing KBOM – Kubernetes Bill of Materials

Aqua Security

SBOM (Software Bill of Materials) is an accepted best practice to map the components and dependencies of your applications in order to better understand your applications’ risks. SBOMs are used as a basis for vulnerability assessment, licensing compliance, and more. There are plenty of available tools, such as Aqua Trivy , that help you easily generate SBOM for your applications.

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How is AI Being Used in Cybersecurity?

The Crazy Programmer

As our main character learns more about cybersecurity, a constantly changing and growing field, they are amazed by the potent blend of artificial intelligence and digital defense. This coming together is like a symphony of complicated algorithms or a complicated dance where people and machines work together. AI has become a digital superhero that keeps our virtual worlds safe by being able to recognise threats and act on them automatically.

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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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How Do I Build Better, More Meaningful, Work Relationships?

Let's Grow Leaders

Strong Work Relationships Start Better Questions I’m so excited to share this week’s Asking for a Friend all about work relationships. I hosted Michael Bungay Stanier live on LinkedIn for a conversation about how to have better relationships at work and talk about his new book, “How to Work with (Almost) Anyone.” If you loved his book “The Coaching Habit,” I know you’re going to dig this conversation.

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Harnessing AI in Continuous Delivery and Deployment

DevOps.com

In my recent article Revolutionizing the Nine Pillars of DevOps with AI-Engineered Tools, I explained that the continuous delivery pillar is an approach where code changes are automatically built, tested and prepared for release to production; this may be followed by continuous deployment where an approved release is automatically deployed to the production environment.

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How Managers Can Make Time for Their Own Development

Harvard Business Review

Managers today must balance their day-to-day work with multiple “ands,” such as delivering on quarterly objectives and thinking strategically. Given these numerous demands, managers tend to deprioritize their own career development. It doesn’t have to be that way. The more managers take control of their development, the better able they’ll be to avoid the common career mistakes that will get in the way of their growth.

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Netlify acquires Stackbit to bring no-code creation to its platform

Netlify

Netlify expands its product portfolio with the acquisition of Stackbit, a visual editor that empowers enterprises to update websites faster with live previews.

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3 Ways to Nail Your Presentation to the Board

Harvard Business Review

The boardroom is a distinct forum that requires a different type of presentation and preparation. In this article, the author outlines three practices every business leader should embrace to enhance their board presentations: 1) Start with a governing thesis: a big idea or perspective that captures the main point of the discussion. Presentations that start this way leave the audience with a compelling message. 2) Understand that the CEO is not the target audience.

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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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Survey Surfaces Raft of Enterprise IT Challenges

DevOps.com

Less than a third of enterprises are extremely confident that they have the right technology, processes and people in place to execute an effective approach to IT management.

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COALESCE() function in Structured Query Language 

InnovationM

The Meaning of Coalesce is to come together to form one larger group, substance, etc. In SQL, the COALESCE() function is a powerful tool used to handle NULL values in queries. The function takes multiple arguments and returns the first non-NULL value. This function is extremely useful when dealing with NULL values in database tables. What are NULL values in SQL?

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How to prevent your middle level leaders from burnout

CEO Insider

A strong middle manager is 5x more likely to prevent employee burnout than a mediocre one. In fact, research tells us that your manager has almost twice the impact on your mental well-being than a healthcare professional does. So the role they play in ensuring the well-being of our workforces is significant – and with […] The post How to prevent your middle level leaders from burnout appeared first on CEOWORLD magazine.

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Build a Serverless Application for Audio-To-Text conversion

Dzone - DevOps

In this blog post, you will learn how to build a Serverless speech-to-text conversion solution using Amazon Transcribe , AWS Lambda , and the Go programming language. Audio files uploaded to Amazon Simple Storage Service (S3) will trigger a Lambda function which will submit an asynchronous job to Amazon Transcribe ( using the AWS Go SDK ) which will, in turn, store the result in another S3 bucket.

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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 do you feel about your team members or colleagues having “side gigs”?

thoughtLEADERS, LLC

Our reader poll today asks: How do you feel about your team members or colleagues having “side gigs”? I’m totally fine with it as long as it doesn’t impact their day to day work performance 72.19% I don’t like it but I’ll tolerate it as long as it doesn’t impact performance 21.80% I’m strongly against it — all their focus should be on their primary job 6.01% Focus on core job performance.

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IBM/Red Hat Sparks Anger at GPL ‘breach’ as RHEL Source Locked Up

DevOps.com

In this week’s #TheLongView: Red Hat Enterprise Linux (RHEL) goes closed source.

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How To Use Terraform to Provision and Configure Distributed YugabyteDB Clusters

Dzone - DevOps

Terraform is a popular Infrastructure as Code tool that simplifies the process of creating, managing, and updating infrastructure components. In this blog post, I’ll explore how to use Terraform to effectively provision and configure distributed YugabyteDB Managed clusters. I will guide you through the process of configuring the YugabyteDB Managed Terraform provider, defining variables, initializing the Terraform project, and adjusting configurations as needed.

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How to Make Leadership Positions More Enticing to Primary Care Physicians

Harvard Business Review

Primary care in the US is being pushed to the brink of collapse due to historic highs of physician stress, burnout, and exhaustion; mass departures from the profession; and the inability to care for vulnerable populations due to an inequitable health system. These problems are compounded due to a lack of effective advocacy to improve primary care on a national scale and a reimbursement system that chips away at time with patients while keeping primary care physicians (PCPs) on a volume-based ham

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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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Equip Your Library's Computer Lab

TechSoup

One of the core community services offered by many libraries is public-access computer labs. As you'll know if your library has one, setting up and maintaining a computer lab can be expensive, with an overwhelming range of hardware and software options to choose from.

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How Can DevOps Evolve? Platform Engineering

DevOps.com

Platform engineering bridges the existing gaps between software, hardware and infrastructure that come with adopting DevOps practices.

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Product Strategy: Defining Your Product Stance

Mentormate

The statistics for startup success are daunting. Between 80 and 85 percent of startups fail, with some estimates putting that rate closer to 90 percent. Of course, that also means that between 10 and 20 percent of startups succeed. How can you help ensure that your business is in the latter camp? One common type of failure is what Tom Eisenmann, author of Why Startups Fail , calls a “false start.

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How Platform Engineering Protects Profit, People and our Planet

DevOps.com

Platform engineering offers lots of tangible benefits for businesses, but sustainable platform engineering can be even better.

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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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Planbox Pioneers a New Era of Innovation Management with Advanced AI Capabilities

Planbox

Blending human ingenuity and artificial intelligence, Planbox reimagines the future of collaborative innovation. Wilmington, Delaware — Hot on the heels of its patented , industry-first AI-powered Self-Driving Innovation Management Solution, Planbox, the pioneering agile innovation management platform, is now thrilled to lift the veil on its most recent suite of generative AI features—a game-changing update that promises not just to enhance innovation management processes, but to fundamentally r

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HashiCorp Acquires BluBracket to Extend Secrets Management Reach

DevOps.com

HashiCorp this week acquired BluBracket to add a set of static secrets scanning and discovery tools to its portfolio.

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From Data to Delight: Unleashing the Power of Exceptional Data Products

Dataiku

Imagine strolling through the aisles of a supermarket, where you're greeted with an array of ready-to-eat goodies and ingredients for culinary adventures. Similarly, data products, akin to the products on those shelves, are the result of transforming data into consumable goods. But creating and sharing them isn't a piece of cake. What truly makes a data product exceptional?

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GitHub Copilot: Revolutionizing Coding with AI Assistance

TurnKey Labs

In recent years, the landscape of software development has evolved tremendously, with numerous innovations shaping how developers create and deliver their projects. One such groundbreaking addition is GitHub Copilot, an AI-powered code completion assistant designed to speed up the coding process and improve efficiency.

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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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Registering Spring Converters via Extending Its Interface

Dzone - DevOps

This article is a step-by-step guide aimed at demonstrating an interface-based approach to using Spring's type conversion system. Spring 3 introduced a core.convert package that provides a general type conversion system. The system defines an SPI to implement type conversion logic and an API to perform type conversions at runtime.

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Planbox Pioneers a New Era of AI-Enhanced Self-Service for Innovation Management

Planbox

Blending human ingenuity and artificial intelligence, Planbox reimagines the future of collaborative innovation. Wilmington, Delaware — Hot on the heels of its patented , industry-first AI-powered Self-Driving Innovation Management Solution, Planbox, the pioneering agile innovation management platform, is now thrilled to lift the veil on its most recent suite of generative AI features—a game-changing update that promises not just to enhance innovation management processes, but to fundamentally r

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Celebrating Perficient’s Recognition as a 2023 Top Workplace USA

Perficient

Our success is defined by our people. With more than 7,500 colleagues across the globe, we are connected by a sense of pride and a drive to make a difference for others. Perficient was recently honored as a 2023 Top Workplace USA , which recognizes companies nationally for their people-centric work culture. Our teams around the world are committed to creating a unified, inclusive culture that supports and celebrates one another, and this award honors the impact that our people and company are ma

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