January, 2025

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Refactoring with Codemods to Automate API Changes

Martin Fowler

As a library developer, you may create a popular utility that hundreds of thousands of developers rely on daily, such as lodash or React. Over time, usage patterns might emerge that go beyond your initial design. When this happens, you may need to extend an API by adding parameters or modifying function signatures to fix edge cases. The challenge lies in rolling out these breaking changes without disrupting your users’ workflows.

Tools 268
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10 top priorities for CIOs in 2025

CIO

As 2025 dawns, CIOs face an IT landscape that differs significantly from just a year ago. AI, once viewed as a novel innovation, is now mainstream, impacting just about facet of the enterprise. Over the next 12 months, IT leaders can look forward to even more innovations, as well as some serious challenges. To keep ahead of the curve, CIOs should continuously evaluate their business and technology strategies, adjusting them as necessary to address rapidly evolving technology, business, and econo

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Streamlining Workflows with Feature Branches and Logical Stacks

Xebia

Efficient collaboration and streamlined deployment processes are crucial in modern development workflows, especially for teams working on complex projects. Feature branches and stack-based development approaches offer powerful ways to isolate changes, test effectively, and ensure seamless integration. However, proper strategies can make managing resources, dependencies, and environments challenging.

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The Largest AI Startup Funding Deals Of 2024

Crunchbase News

Want to keep track of the largest startup funding deals in 2024 with our curated list of $100 million-plus venture deals to U.S.-based companies? Check out The Crunchbase Megadeals Board. You can also check out the top AI rounds of 2023 here. Artificial intelligence dominated the venture landscape last year. Thats especially clear when you consider how many startups in the industry raised nine- or even 10-figure funding rounds in 2024.

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Subscription Management in the SaaS World: Challenges and Solutions

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Agile Alliance Joins Project Management Institute (PMI)

Agile Alliance

Were excited to share some exciting news with our valued members and the Agile community. The Agile Alliance has signed an agreement to enter a strategic partnership with Project Management Institute (PMI), and today marks the beginning of this new and exciting journey. The post Agile Alliance Joins Project Management Institute (PMI) first appeared on Agile Alliance.

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Unlocking Potential: The Role of Assessments in Leadership Development

N2Growth Blog

Assessments have emerged as an indispensable instrument in leadership development, serving as both a mirror that reveals areas of growth and a lens that illuminates hidden potential. At N2Growth , we view these evaluative processes as far more than simple scorecards. When strategically designed, assessments can lead executives to sharpen their strategic thinking, refine their interpersonal skills, and ultimately guide teams toward sustainable success.

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10 AI strategy questions every CIO must answer

CIO

The world plunged headfirst into the AI revolution. Now many are admitting they werent quite ready. The 2024 Board of Directors Survey from Gartner , for example, found that 80% of non-executive directors believe their current board practices and structures are inadequate to effectively oversee AI. The 2024 Enterprise AI Readiness Radar report from Infosys , a digital services and consulting firm, found that only 2% of companies were fully prepared to implement AI at scale and that, despite the

Strategy 211
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How to install Python packages from an internal package registry with uv

Xebia

If you’ve published a Python package to a private index, you want your users to be able to install it. But this requires some setup. In this blogpost, we’ll show how to set up an internal package dependency with uv. For our index, we’ll be using Gitlab’s package registry. But many of these steps will also apply when you are using another index.

How To 130
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Startup Funding Regained Its Footing In 2024 As AI Became The Star Of The Show

Crunchbase News

Global venture funding in 2024 edged above 2023s totals, with AI showing the biggest leap in amounts year to year. Overall startup funding in 2024 reached close to $314 billion compared to $304 billion in 2023 up around 3%, based on an analysis of Crunchbase data. Global venture investment in 2024 was above the pre-pandemic year of 2019, but below 2018 and 2020 amounts at $346 billion and $350 billion, respectively.

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How to Achieve High-Accuracy Results When Using LLMs

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

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Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

AWS Machine Learning - AI

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users.

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The Most Important Developer Productivity Metric

Honeycomb

We love to talk about the value of observability in accelerating feedback loops by enabling teams to understand what changes they need to make to software. But a barrier that often holds teams back from completing the feedback loop is how long it takes to actually get feedback on code under development, or push code into production. If it feels like you’re operating the Mars Rover manually with a minutes-long delay between putting in a command and seeing results, it doesn’t matter ho

Metrics 105
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Thermodynamic Computing: The next computer architecture

Ooda Loop

I believe I have found a useful analogy that can help explain the new approach of Thermodynamic Computing: Surfing. The surfer may surf for pleasure or competition, but whatever their purpose, they become one with the ocean, harnessing its raw power to surf. They do not bring gasoline engines or other power sources. They take […] The post Thermodynamic Computing: The next computer architecture appeared first on OODAloop.

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9 IT resolutions for 2025

CIO

CIOs are an ambitious lot. Not the type to be satisfied with the status quo, they have set big goals for themselves in the upcoming year, according to countless surveys of IT execs. They want to expand their use of artificial intelligence, deliver more value from those AI investments, further boost employee productivity, drive more efficiencies, improve resiliency, expand their transformation efforts, and more.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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VPC Service Controls – A step by step guide

Xebia

Introduction Having the ability to utilize resources on demand and gaining high speed connectivity across the globe, without the need to purchase and maintain all the physical resources, is one of the greatest benefits of a Cloud Service Provider (CSP). But how can we control our data assets, while there are suddenly so many possible egress points to consider?

Policies 130
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Eye On AI: AI Venture Funding Shattered Quarterly Records In Q4

Crunchbase News

This column is a look back at the week that was in AI. Read the previous one here. While many of us took some time off during the holidays, AI startups did not take a break from fundraising. The fourth quarter was unlike any other in the industry as far as fundraising goes. It also wasn’t just Databricks (although, yes, a massive $10 billion round does pump up the numbers).

Journal 117
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Security Update: Ivanti Connect Secure, Policy Secure and Neurons for ZTA Gateways

Ivanti

At Ivanti, our mission is to empower customers to defend their environments in an evolving and increasingly sophisticated threat landscape. This includes providing industry-leading products, transparent communication, and sophisticated tools to help to protect and fortify networks. Central to this mission is a culture of transparency and responsiveness, especially when facing a security issue.

Policies 108
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Kubernetes Deployments With DMZ Clusters: An Essential Guide

Dzone - DevOps

As organizations increasingly adopt Kubernetes for managing microservices and containerized workloads, securing these deployments becomes paramount. A Demilitarized Zone ( DMZ ) cluster, a proven security architecture that isolates public-facing services from sensitive internal resources, ensures robust protection against external threats. In this article, well explore the concept of DMZ clusters in Kubernetes, their importance, and how to implement these robust security measures effectively.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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OpenAI, Google and Runway race to generate AI video

Ooda Loop

With the wide release of Sora, OpenAI’s video tool, most of the big tech giants and some startups are now racing to create models capable of generating realistic, high-quality videos from text prompts. GenAI video tools could save time and money for filmmakers, but they could also unleash novel copyright issues and a […] The post OpenAI, Google and Runway race to generate AI video appeared first on OODAloop.

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Gen AI in 2025: Playtime is over, time to get practical

CIO

Generative AI playtime may be over, as organizations cut down on experimentation and pivot toward achieving business value, with a focus on fewer, more targeted use cases. Nearly nine out of 10 senior decision-makers said they have gen AI pilot fatigue and are shifting their investments to projects that will improve business performance, according to a recent survey from NTT DATA.

Survey 216
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Introducing multi-turn conversation with an agent node for Amazon Bedrock Flows (preview)

AWS Machine Learning - AI

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Amazon Bedrock Agents offers a fully managed solution for creating, deploying, and scaling AI agents on AWS. With Flows, you can provide explicitly stated, user-defined decision logic to execute workflows, and add Agents as a node in a flow to use FMs to dynamically inte

Travel 121
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Asia Venture Funding Tanks To 10-Year Low

Crunchbase News

While global venture investment rebounded last year , the Asia funding market cratered, totaling only $65.8 billion in 2024 the exact same low the market hit in 2014. With the exception of seed and angel, every other funding stage was down last year as geopolitical events and a struggling Chinese economy seemed to drag the venture market down, per Crunchbase data.

Report 123
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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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What is a Workflow?

xmatters

Workflows are no stranger in the DevOps world. But where did this term come from, and what does it really mean? Simply put, a workflow is a sequence of steps that accomplishes a task. As the word workflow suggests, it can be understood literally as work flowing from one stage to the next. More specific definitions mention that a workflow involves a multi-step sequence, more than one person, and data transfer from one step to the next.

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Kubernetes in the Cloud: A Guide to Observability

Dzone - DevOps

As per the saying If you dont measure it, you cant manage it by Deming , observability and monitoring is our way to measure our services. Kubernetes is pretty revolutionary when it comes to the way it handles deployments and scales. But the way containers are continuously created and destroyed can sometimes present challenges with monitoring. This is where observability comes into play, offering critical insights into how your system is performing and why issues occur.

Cloud 98
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Can the World Break Its Reliance on Chinese Clean Energy Tech?

Ooda Loop

China is blowing the competition away when it comes to clean energy buildout. In 2023, China alone spent more money on clean energy technologies than the next 10 biggest investors combined. On top of controlling supply chains for widely used technologies like solar panels and electric vehicle batteries, as well as the components critical to […] The post Can the World Break Its Reliance on Chinese Clean Energy Tech?

Energy 105
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CIOs are rethinking how they use public cloud services. Here’s why.

CIO

Over the past few years, enterprises have strived to move as much as possible as quickly as possible to the public cloud to minimize CapEx and save money. Increasingly, however, CIOs are reviewing and rationalizing those investments. Are they truly enhancing productivity and reducing costs? In the rush to the public cloud, a lot of people didnt think about pricing, says Tracy Woo, principal analyst at Forrester.

Cloud 210
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Revolutionize QA: GAPs 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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Boosting team innovation, productivity, and knowledge sharing with Amazon Q Business – Web experience

AWS Machine Learning - AI

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations.

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Forecast: 13 Companies That Could Go Public In 2025 If The IPO Market Gains Steam

Crunchbase News

Although 2024 was another exceptionally lackluster year for new public offerings, the IPO market could gain momentum in 2025 after its three-year lull. Yes, many large private companies still have stockpiles of capital that have helped tide them over in recent years as they wait for the public markets to improve, but eventually every venture-backed startup needs to exit, whether it be through an acquisition or in a public-market debut.

Marketing 127
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Protecting Web-Based Work

Palo Alto Networks

This blog was originally published on Security Boulevard. Connecting People, Web Browsers and Security The web browser has transformed significantly in recent years, becoming one of the most used tools for work today. However, as organizations adopt hybrid work models and cloud-based operations, securing this work tool has proved a challenge. Security infrastructures havent evolved as fast as the browser, making them prone to cyberattacks.

Policies 102