September, 2024

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Legacy Modernization meets GenAI

Martin Fowler

Most of the talk about the impact of GenAI on software development is about its ability to write (messy) code. But many of us think it's going to be much more useful to help us understand existing messy code, as part of a modernization effort. My colleagues Alessio Ferri , Tom Coggrave , and Shodhan Sheth have been considering how GenAI can do this , including building an internal tool to help explore the possibilities.

Meeting 292
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It's hard to write code for computers, but it's even harder to write code for humans

Erik Bernhardsson

Writing code for a computer is hard enough. You take something big and fuzzy, some large vague business outcome you want to achive. Then you break it down recursively and think about all the cases until you have clear logical statements a computer can follow. Computers are very good at following logical statements. Now, let's crank it up a notch. Let's try to write code for humans !

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Attacker VS Defender.  Who Will Win the Race to Best Operationalize and AI?

Ooda Loop

The arrival and continued emergence of artificial intelligence (AI) has made a huge impact on the cyber ecosystem. With any new technology, the possibilities seem endless for its capabilities and uses.

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Do boards understand their new role in cybersecurity?

CIO

Julie Ragland was CIO of vehicle manufacturing company Navistar, and has held IT leadership roles at Adient and Johnson Controls. To Ragland, who also sits on several state agency and non-profit boards, one of the greatest responsibilities for today’s boards is in governing cyber security risk. And while board members are generally tuned in to the importance of cyber governance, they don’t always understand the true risks with cyber and their own governing role.

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Subscription Management in the SaaS World: Challenges and Solutions

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How to Build a High-Performance Team

Hacker Earth Developers Blog

A high-performance team thrives by fostering trust, encouraging open communication, and setting clear goals for all members to work towards. By focusing on these elements, you can promote a culture of collaboration and innovation. Effective team performance is further enhanced when you align team members’ roles with their strengths and foster a prosocial purpose.

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Governing data products using fitness functions

Martin Fowler

Decentralized data management requires automation to scale governance effectively. Fitness functions are a powerful automated governance technique my colleagues have applied to data products within the context of a Data Mesh. Since data products serve as the foundational building blocks of a data strategy, ensuring robust governance around them significantly increases the chances of success.

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Key Traits of a Successful Chief Innovation Officer

N2Growth Blog

The Chief Innovation Officer is the spark that drives a company’s creative momentum. This role extends beyond generating new ideas; it involves transforming these concepts into strategies to revolutionize the organization and spur its growth. As businesses increasingly focus on innovation , having a dedicated leader championing this mission is more crucial than ever.

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Make writing documentation part of your pull request

Xebia

We are all guilty of this one! We changed something, and we forgot to update the documentation. Even if you have the best intentions to do your best, it’s way too easy not to do it. Why is it so easy to skip? Assume you changed something, created a pull request, and followed all the defined processes before you can merge the change. When is the best time to update the documentation in this process?

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Devs gaining little (if anything) from AI coding assistants

CIO

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains. Use of GitHub Copilot also introduced 41% more bugs, according to the study from Uplevel, a company providing insights from coding and collaboration data.

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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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Longevity Startups Are Getting Funding, But Not As Fast As We’re Aging

Crunchbase News

We are all getting older. But never before have we been getting this much older. In the U.S., at least one in six people is now over the age of 65. At the same time, in most developed countries older adults are accounting for an unprecedented share of the population. It’s a global phenomenon as well, particularly for the very old. Over the next 30 years, the number of people who are 80 or older will roughly triple worldwide.

Biotech 145
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How a high-stakes US Government project dropped estimates and delivered

Agile Alliance

An Agile team working on a high-stakes government project abandons traditional story point estimates and successfully switches to a NoEstimates approach. The post How a high-stakes US Government project dropped estimates and delivered first appeared on Agile Alliance.

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Using GenAI to extract low-level details and high-level explanations from legacy systems

Martin Fowler

Alessio Ferri , Tom Coggrave , and Shodhan Sheth use their combination of an AST-fueled knowledge graph and LLMs to gain understanding of legacy systems. They have found it aids them both in extracting the low-level details of the code and can provide high-level explanations to support human-centered approaches such as event storming.

System 210
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Embarking on Growth: The Transformative Power of Entrepreneurial Coaching

N2Growth Blog

Entrepreneur coaching can be a transformative experience for both emerging and seasoned business leaders. As the business world continues to evolve, having the right tools and insights is essential for growth. This is where the true value of entrepreneurial coaching shines. Through the guidance of experienced professionals who have successfully built and scaled businesses, entrepreneurs gain access to invaluable knowledge that can reshape how they approach challenges and make decisions.

Coaching 158
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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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Rethinking enterprise architects’ roles for agile transformation

CIO

CIOs often have a love-hate relationship with enterprise architecture. On the one hand, enterprise architects play a key role in selecting platforms, developing technical capabilities, and driving standards. Moreover, undertaking digital transformation and technology modernization programs without an architect can lead to delays, technical debt , higher costs, and security vulnerabilities.

Agile 218
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Oracle inks deal with AWS to offer database services

CIO

In continuation of its efforts to help enterprises migrate to the cloud, Oracle said it is partnering with Amazon Web Services (AWS) to offer database services on the latter’s infrastructure. This is Oracle’s third partnership with a hyperscaler to offer its database services on the hyperscaler’s infrastructure. In September last year, the company started collocating its Oracle database hardware (including Oracle Exadata) and software in Microsoft Azure data centers , giving customers direct acc

AWS 218
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Oracle Fusion Cloud HCM gets AI-powered Dynamic Skills feature

CIO

Oracle has updated its Fusion Cloud Human Capital Management ( HCM ) suite with a new AI-powered feature, dubbed Oracle Dynamic Skills. The Dynamics Skills feature within Fusion Cloud HCM is expected to help enterprises keep tabs on their current and future requirement of skills, said Natalia Rachelson, Oracle’s group vice president of Fusion Cloud Applications.

Cloud 218
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Oracle updates Fusion Cloud CX with CDP, B2B buying features

CIO

Oracle has updated its Unity Customer Data Platform (CDP) with new features to help enterprises improve customer experience and engagement, and optimize marketing spend. The latest updates made to Unity CDP — announced at the CloudWorld 2024 conference — are designed to offer marketers and sellers actionable account views that leverage customer intent data from marketing, sales, and service combined with finance, product usage, contract, and supply chain sources to help enterprises engage buy

B2B 218
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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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Oracle updates Fusion Cloud SCM with AI-based features

CIO

Oracle is adding new user experience (UX) enhancements to its Fusion Cloud Supply Chain & Manufacturing (SCM) offering, the company announced at the CloudWorld 2024 conference. These enhancements, according to Natalia Rachelson, group vice president of Fusion Cloud Application, would help customers leverage AI to increase workforce productivity, expand visibility, accelerate processes, and prioritize the next best action to drive results.

Cloud 218
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23 key gen AI terms and what they really mean

CIO

As abruptly as generative AI burst on the scene, so too is the new language that’s come with it. A complete list of AI-related vocabulary would be thousands of entries long, but for the sake of urgent relevance, these are the terms heard most among CIOs, analysts, consultants, and other business executives. Agentic systems An agent is an AI model or software program capable of autonomous decisions or actions.

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Salesforce unveils Agentforce to help create autonomous AI bots

CIO

Salesforce today released Agentforce, a new suite of low-code tools aimed at helping enterprises build autonomous AI agents for sales, service, marketing, and commerce use cases. Agentforce, which has been in pilot phase for the past six months, combines three major Salesforce tools — Agent Builder, Model Builder, and Prompt Builder — to provide the necessary software development infrastructure to create these autonomous agents, according to the company.

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Microsoft makes quantum breakthrough, plans commercial offering

CIO

At Quantum World Congress on Tuesday, Microsoft announced that it and partner Quantinuum had broken a record in the creation of logical qubits. In addition, Microsoft also announced that it is working with partner Atom Computing to build what it described as the world’s most powerful quantum machine. “Through this collaboration, we’re bringing a new generation of reliable quantum hardware to customers by integrating and advancing Atom Computing’s neutral atom hardware into our Azure Quantum comp

Chemicals 215
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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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AI coding assistants wave goodbye to junior developers

CIO

Despite mixed early returns , the outcome appears evident: Generative AI coding assistants will remake how software development teams are assembled, with QA and junior developer jobs at risk. As AI assistants become better at writing code, CIOs and dev leaders will reshape their teams, focusing on AI specialists and senior developers to oversee AI-generated code, some IT leaders say.

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Oracle Fusion Data Intelligence gets Gen AI-powered developer assistant

CIO

Oracle will be adding a new generative AI- powered developer assistant to its Fusion Data Intelligence service, which is part of the company’s Fusion Cloud Applications Suite, the company said at its CloudWorld 2024 event. Fusion Data Intelligence, which is an updated avatar of Fusion Analytics Warehouse, combines enterprise data, and ready-to-use analytics along with prebuilt AI and machine learning models to deliver business intelligence.

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How AI is transforming business today

CIO

Hannah Calhoon, vice president of AI for Indeed, uses artificial intelligence “to make existing tasks faster, easier, higher quality and more effective.” She points to a recent initiative in which the job matching and hiring platform company started using large language models (LLMs) to add a highly customized sentence or two to the emails it sends to job seekers about open positions that match their qualifications.

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Deepfakes break through as business threat

CIO

Deepfakes targeting enterprise financial data used to be a hypothetical concern, but that’s no longer the case, as criminal deepfakers now target more than a quarter of all companies, according to a recent survey. About 15% of executives say cybercriminals have targeted their companies’ financial or accounting data using deepfakes at least once in the past year, while another 11% say they’ve seen multiple deepfake scams.

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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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Generative AI strategy dilemma: Buy, build, or partner?

CIO

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology. To that end, you IT leaders are grappling with some critical questions as they pursue GenAI application development.

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It’s time for CIOs to think about post-quantum cryptography

CIO

With the threat that quantum computers will break current encryption methods “looming on the horizon,” the adoption of post-quantum cryptography is now a critical priority, particularly for those industries that handle sensitive data, a report released Tuesday revealed. The current and future state of quantum are among six trends contained in Info-Tech Research Group’s Tech Trends 2025 report, based on responses from an estimated 1,000 IT decision-makers in the US, Canada, Asia Pacific (APAC), a

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO

Agentic AIs, a form of technology designed to run specific functions within an organization without human intervention, are gaining traction as enterprises look to automate business workflows, augment the output of human workers, and derive value from generative AI. Analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year, but it has a warning for companies focused on adopting them: Don’t go it alone.

CTO Coach 207