December, 2024

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12 AI predictions for 2025

CIO

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors.

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Designing data products: Working backwards from use cases

Martin Fowler

Increasingly the industry is seeing the value of creating data products as a core organizing principle for analytic data. Kiran Prakash has helped many clients design their data products, and shares what he's learned. In particular his methodical approach doesn't begin by thinking about some data that might be handy to share, but instead works from what consumers of a data product need.

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The Agile advantage: Modernizing auto finance in Thailand

Agile Alliance

By embracing Agile principles of collaboration, adaptability, and customer focus, a leading Thai bank transformed its digital strategy, fostering innovation, alignment, and measurable business success. The post The Agile advantage: Modernizing auto finance in Thailand first appeared on Agile Alliance.

Agile 200
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When You’re the Scapegoat: Powerful Phrases to Address Unfair Blame

Let's Grow Leaders

Powerful Phrases for When You’re Being Set Up as the Scapegoat Being set up as the scapegoat never feels easy. It’s uncomfortable, unfair, and downright isolating. But here’s the good news: you don’t have to stay the goat in this blame game. Instead, you can fight goats with GOATs—our Greatest of All Time Powerful Phrases for Dealing With Workplace Conflict —and other powerful phrases and rise above the chaos.

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Enterprise ABM Marketing Tools: A Marketers Guide

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.

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The Ultimate Guide to High-Potential Identification in Tech Hiring

Hacker Earth Developers Blog

Identifying high-potential talent in tech hiring is one of the most critical challenges organizations face today. With rapid advancements in technology, the demand for skilled, adaptable professionals has never been greater. Yet, finding candidates who not only meet current technical needs but also show promise for future growth and leadership is easier said than done.

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6 ways you’re failing at change management

CIO

In the digital transformation era, organizational change is constant. Its up to IT leaders to ensure the changes their digital initiatives bring to business workflows are absorbed and acted upon by the users impacted by them. Too often, however, change management is treated as an afterthought, observes Munir Hafez, senior vice president and CIO at consumer credit reporting agency TransUnion.

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Design Token-Based UI Architecture

Martin Fowler

Design tokens are fundamental design decisions represented as data. Andreas Kutschmann explains how they work and how to organize them to balance scalability, maintainability and developer experience.

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[Case Study] Lessons from descaling 25 Scrum teams

Agile Alliance

This case study explores how one organization transitioned from a scaled Agile setup to a descaled model of autonomous teams. The post [Case Study] Lessons from descaling 25 Scrum teams first appeared on Agile Alliance.

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CMO and CDO: The Digital Marketing Partnership Fueling Growth

N2Growth Blog

The digital revolution has fundamentally reshaped how businesses operate and engage with customers. In this landscape, the collaboration between the Chief Marketing and the Chief Digital Officer has become a pivotal driver of organizational success. These roles, while distinct, are increasingly interwoven, and their synergy can unlock unprecedented opportunities for growth and innovation.

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Revolutionize QA: GAP's AI-Driven Accelerators for Smarter, Faster Testing

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.

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Benchmark Metrics to Improve Your Recruiting Funnel

Hacker Earth Developers Blog

In a competitive job market, recruiting the right talent efficiently and effectively can set your organization apart. However, even with a streamlined hiring process, theres always room for improvement. This is where benchmarking metrics for your recruiting funnel come into play. By evaluating the key stages of your recruitment process against industry standards, you can identify areas of improvement, optimize hiring strategies, and ultimately make better hiring decisions.

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Simplify your workflow deployment with Databricks Asset Bundles: Part I

Xebia

Databricks is now a top choice for data teams. Its user-friendly, collaborative platform simplifies building data pipelines and machine learning models. However, deploying these workflows into production, programmatically, can be challenging. Many data practitioners, myself included, have faced various deployment and resource management strategies. I’ve explored different approaches.

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How will AI agents be priced? CIOs need to pay attention

CIO

Agentic AI, the more focused alternative to general-purpose generative AI, is gaining momentum in the enterprise, with Forrester having named it a top emerging technology for 2025 in June. Since then, several organizations have begun using the technology , and major vendors such as Salesforce and ServiceNow have offered AI agents to customers. Agentic AI focuses on performing specific tasks and emphasizes operational decision-making instead of the content generation often associated with gen AI

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Designing Data Products: next steps

Martin Fowler

Once we've designed our initial data products, Kiran Prakash finishes his article by leading us through the next steps : identifying common patterns, improving the developer experience, and handling governance.

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Prevent Data Breaches With Zero-Trust Enterprise Password Management

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.

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From the Amazon to Agile success: Lessons in leadership and collaboration

Agile Alliance

Inspired by lessons from a year living among Amazonian tribes, Agile leader Gatan Belboch transformed a decade-long failing project into a success by applying principles of autonomy, collaboration, and adaptability. The post From the Amazon to Agile success: Lessons in leadership and collaboration first appeared on Agile Alliance.

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How to Prepare Your Company for AI Incidents

Harvard Business Review

When something goes wrong with an AI system or model, the approaches used to respond to problems caused by traditional software systems don’t work. A new playbook is required. It includes defining AI, identifying relevant harms, designating responders, developing plans to contain the damage in the short term, carrying out a longer-term containment strategy to stop the harm from spreading further, and conducting a post-mortem review.

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The Importance of Assessing Interpersonal Skills in Recruitment

Hacker Earth Developers Blog

In the competitive world of hiring, particularly in tech, recruitment is no longer just about finding candidates with the right technical expertise. Interpersonal skills—often termed “ soft skills “—have become equally critical, especially as organizations increasingly emphasize teamwork, communication, and adaptability. For tech teams tasked with solving complex problems, interpersonal skills ensure smoother collaboration, innovation, and productivity.

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How to Authenticate to Google Cloud using OpenID Connect in your GitLab CI/CD pipeline

Xebia

Still using sensitive service account keys in your GitLab repository? Want to enhance the security of your CI/CD pipelines? In this blog post, I will show you the process of authenticating your GitLab CI/CD pipelines to Google Cloud using OpenID Connect (OIDC). By leveraging OIDC, you can eliminate the need to store sensitive credentials in your repository, significantly reducing the risk of unauthorized access.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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AI data readiness: C-suite fantasy, big IT problem

CIO

Business leaders may be confident that their organizations data is ready for AI, but IT workers tell a much different story, with most spending hours each day massaging the data into shape. Nearly nine in 10 business leaders say their organizations data ecosystems are ready to build and deploy AI at scale, according to a recent Capital One AI readiness survey.

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Generalizing the design of data products

Martin Fowler

Having got an initial data product, Kiran Prakash leads us through the next steps: covering similar uses cases to generalize the data product, determining which domains the products fit into, and considering service level objectives.

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Agile storytelling: Inspiring change through sharing experiences

Agile Alliance

Explore the transformative power of Agile storytelling, showcasing how deliberate narratives can inspire change, foster engagement, and overcome resistance. The post Agile storytelling: Inspiring change through sharing experiences first appeared on Agile Alliance.

Agile 202
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AI agents might be the new workforce, but they still need a manager

Dion Hinchcliffe's Web 2.0 Blog

AI agents keep getting smarter and more independent. But there is still work to be done before an agentic AI-driven workforce can truly assume a broad range of tasks.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Top 4 University Recruiting Trends for 2025

Hacker Earth Developers Blog

University recruiting is evolving rapidly, driven by changes in technology, student expectations, and shifting employer needs. As we move toward 2025, companies must adapt to these trends to stay competitive in attracting top university talent. From embracing technology-driven recruitment methods to focusing on diversity and inclusion, university recruiting is becoming more dynamic and strategic.

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GitHub Copilot is available for every single GitHub Developer! 

Xebia

GitHub has made GitHub Copilot available to every single GitHub user on the planet, which allows you to get started discovering GitHub Copilot for free, right now! Here is how to get started and what you need to know. GitHub Copilot is an AI-powered pair programming buddy that can help you write, review, understand code, and more! As it is available inside of coding editors as well as on github.com, it has the context of the code (or documentation, or tests, or anything else) that you are workin

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5 tips for better business value from gen AI

CIO

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight. According to AI at Wartons report on navigating gen AIs early years, 72% of enterprises predict gen AI budget growth over the next 12 months but slower increases over the next two to five y

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The Year Of Humanoid Robots

Crunchbase News

This past year wasnt the highest-grossing period for robotics startup investment. However, it was one of the flashiest. In areas from humanoid coworker bots to AI robot brains, startups developing some of the most scifi-esque applications of the technology scored the years largest rounds. Big deals skewed early stage as well, indicating the cycle is likely just getting started.

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2024 Salary Guide

Procom’s 2024 Salary Guide provides critical insights into the latest hiring trends, in-demand IT roles, and competitive pay rates across Canada and the U.S. It highlights key market dynamics such as the growing demand for remote work, skills-based hiring, and flexible staffing solutions. With detailed pay rate data for top IT positions like Cybersecurity Consultants, Cloud Engineers, and Salesforce Developers, this guide is an essential resource for companies looking to stay competitive in toda

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Improving Retrieval Augmented Generation accuracy with GraphRAG

AWS Machine Learning - AI

Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to ground AI outputs in relevant context.

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Generative AI is now an must-have tool for technology professionals

Dion Hinchcliffe's Web 2.0 Blog

In just two years, AI has gone from hype to essential skill, offering massive productivity gains and increasing creativity among teams who use it. Here's how.

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How to Measure the Effectiveness of Recruitment and Selection Process

Hacker Earth Developers Blog

In todays competitive job market, its not enough for companies to just fill open positions. To ensure long-term success, it’s crucial to measure the effectiveness of recruitment and selection processes. An efficient recruitment process not only attracts top talent but also ensures that new hires are a good fit for the companys culture and long-term goals.