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AI-Generated Code Can Accelerate Defects and Technical Debt Without Clear Guardrails, Says Info-Tech Research Group

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AI-generated code is introducing quality, security, and maintainability issues into the software development lifecycle as adoption of AI-assisted development expands. Without proper oversight, organizations risk embedding defects and inconsistent standards across production processes. Info-Tech Research Group’s recent blueprint, Defend Against Defects and Technical Debt in Your AI-Generated Code, provides development teams with a practical framework for building governance into AI-assisted development workflows.

ARLINGTON, Va., Aug. 11, 2026 /CNW/ — Organizations are rapidly expanding their use of AI-generated code to improve developer productivity and delivery speed. However, newly published research from Info-Tech Research Group warns that unmanaged AI-assisted development can accelerate defects and increase technical debt across the software development lifecycle (SDLC). The firm’s blueprint, Defend Against Defects and Technical Debt in Your AI-Generated Code, helps development teams implement practical guardrails that preserve code quality and operational stability as AI adoption grows.

“AI-generated code introduces different kinds of mistakes than humans do because the technology lacks full comprehension of business context and long-term operational impact,” says Ari Glaizel, associate vice president of research development at Info-Tech Research Group. “Even with strong prompting and the right tools, organizations still need a human accountability layer to validate, review, and govern AI-assisted development responsibly.”

As pressure mounts on software teams to deliver faster with fewer resources, many organizations are introducing AI-generated code into development workflows without establishing clear governance standards or review practices. Info-Tech’s research highlights that AI-generated code often appears polished and production-ready, making architectural inconsistencies difficult to identify early in the development cycle.

Risks Organizations Face With AI-Assisted Development Adoption

Info-Tech’s research identifies several risks organizations must address to scale AI-assisted development responsibly:

Overreliance on AI-generated output weakens verification processes: Teams may treat AI-generated code as correct, reducing scrutiny during review and allowing defects to reach production.Inconsistent standards create long-term maintainability risk: Without clear guardrails, AI-generated code can introduce inconsistent coding standards across repositories.AI-generated code can introduce new defect patterns: AI lacks understanding of operational impact and can miss architectural and security risks.Weak prompting and limited business context increase operational risk: AI models may produce technically correct code that does not align with business requirements.

Info-Tech’s Structured Framework for Responsible AI-Assisted Development

To help organizations operationalize AI-generated code responsibly, Info-Tech’s Defend Against Defects and Technical Debt in Your AI-Generated Code blueprint outlines a phased framework for introducing governance standards and quality controls:

Step 1: Establish tool usage: Development leaders document where AI-generated code will be used across the SDLC, clarify adoption motivations, and identify high-risk stages that require stronger human oversight.

Step 2: Define necessary guardrails: Teams audit delivery pipelines, embed non-functional requirements into development workflows, establish prompting standards, and create AI-specific pull request verification checklists.

Step 3: Roadmap development milestones. Organizations define measurable objectives, establish success metrics, and create phased implementation roadmaps that operationalize AI governance practices across teams and repositories.

The blueprint also includes the AI Code Quality Starter Kit, a workbook for engineering teams that captures the output of every activity in the research, including delivery goals, AI guardrails, success metrics, and roadmap milestones. By following Info-Tech’s methodology, organizations can keep human oversight central to AI-assisted development and protect code quality, security, and long-term maintainability.

For exclusive and timely commentary from Info-Tech’s experts and access to the complete Defend Against Defects and Technical Debt in Your AI-Generated Code blueprint, please contact pr@infotech.com.

About Info-Tech Research Group

Info-Tech Research Group is the “get things done” partner for over 30,000 IT, HR, and marketing leaders worldwide. The fastest growing research and advisory firm, Info-Tech enables leaders to make well-informed decisions and transform their organizations through AI, strategic foresight, step-by-step methodologies, practical tools, industry-leading advisory, and training programs. For nearly 30 years, tens of thousands of private and public organizations have trusted Info-Tech to lead their most important initiatives through periods of change and deliver outcomes that truly matter.

To learn more about Info-Tech’s HR research and advisory services, visit McLean & Company, and for data-driven software buying insights and vendor evaluations, visit the firm’s SoftwareReviews platform.

Media professionals can register for unrestricted access to research across IT, HR, and software, and hundreds of industry analysts through the firm’s Media Insiders program. To gain access, contact pr@infotech.com.

For information about Info-Tech Research Group or to access the latest research, visit infotech.com and connect via LinkedIn and X.

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SOURCE Info-Tech Research Group

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Driven Tech Named No. 571 on the 2026 Inc. 5000 List, the Most Prestigious Ranking of America’s Fastest-Growing Private Companies

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Company Recognized for Triple Digit Three-Year Revenue Growth, Earning a Place Among the Nation’s Most Successful Independent Businesses

NEW YORK, Aug. 11, 2026 /PRNewswire/ — Driven Tech Inc. today announced it has been ranked No. 571 on the 2026 Inc. 5000 list, the annual list of the fastest-growing private companies in America. The list is the most prestigious ranking of the nation’s most successful independent and entrepreneurial businesses, recognizing companies that have achieved remarkable growth while driving innovation, creating jobs, and shaping the future of the economy. Past honorees include companies such as Microsoft, Meta, Chobani, Oracle, and Patagonia.

“We’re incredibly proud to be recognized on the Inc. 5000 list for the third consecutive year,” said Vinu Thomas, President and COO of Driven Tech. “Our continued triple-digit growth is a validation of the strategy we set in motion — to build a different kind of technology company focused on customer outcomes, deep engineering expertise, and innovation. A 92.7 Net Promoter Score and 93.4 Customer Satisfaction score demonstrate that we’re scaling without compromising the experience and outcomes we deliver for our customers. As AI fundamentally reshapes the enterprise, we’re continuing to invest aggressively in our people, capabilities, and AI-enabled platform strategy to help organizations build an AI-Driven Digital Foundation with Pervasive Security at its core. We’re incredibly excited about the opportunity ahead.”

This year’s Inc. 5000 recognizes a new class of companies redefining what growth looks like. From AI and advanced manufacturing to healthcare, consumer products, and professional services, these businesses are expanding their impact, creating jobs and proving that entrepreneurial ambition continues to fuel the U.S. economy. Among the 5,000 companies on the list, the median three-year revenue growth rate was 130%, and those companies have collectively added more than 627,208 jobs to the U.S. economy over the past three years.

For the full Inc. 5000 list, honoree company profiles, and a searchable database by industry and location, please visit: www.inc.com/inc5000.

“Every company on the Inc. 5000 has a story of perseverance, smart decision making, and a refusal to sit still,” says Mike Hofman, editor-in-chief of Inc. “Their growth reflects more than strong financial performance-it reflects creativity, resilience, and the customer focus required to build companies that make a lasting impact. We congratulate all honorees on this significant achievement.”

Inc. will celebrate the honorees at the 2026 Inc. 5000 Conference & Gala, taking place October 14-16 in Dallas, Texas and the top 500 will be listed in the Fall issue of Inc. Magazine. Tickets are on sale now.

About Driven Tech, Inc.

Driven Tech is a Security and AI-first technology integrator specializing in Pervasive Security, Applied Intelligence, and AI-Driven Digital Foundations. The company helps organizations modernize infrastructure, secure digital environments, and harness artificial intelligence to improve cyber resilience, operational efficiency, and business outcomes. Driven delivers advisory, professional, and managed services across cybersecurity, cloud, networking, data, and AI, enabling customers to securely innovate in an increasingly AI-driven world.

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Tripper Allen
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tripper.allen@oxfordandbond.com

This release was issued through WebWire®. For more information, visit http://www.webwire.com.

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SOURCE Driven Technologies

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Kroger names Nate Faust Executive Vice President and Chief eCommerce Officer

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CINCINNATI, Aug. 11, 2026 /PRNewswire/ — The Kroger Co. (NYSE:KR) today announced that Nate Faust will join the company as Executive Vice President and Chief eCommerce Officer, effective September 1, 2026.

Faust brings more than two decades of experience building and scaling highly impactful eCommerce businesses, most recently at Olive creating a waste-free delivery and returns experience for brands like Rhone, Cynthia Rowley and Rent the Runway. As a founder, operator, investor and advisor, he has consistently been at the forefront of supply chain innovation, digital commerce and customer experience.

“Nate built businesses that redefined what customers expect from eCommerce, built on speed, value and the experience of getting exactly what the customer ordered,” said Greg Foran, CEO of Kroger. “That is the standard we are holding ourselves to as we grow our digital business. I am thrilled to welcome Nate to the team.”

Faust is the co-founder of Jet.com, the mass merchandise eCommerce marketplace. As Chief Operating Officer, he led first-party merchandising, replenishment, fulfillment, and customer service. He also launched the groundbreaking Smart Cart model that rewarded customers with lower prices for shopping more efficiently.

After Jet.com was acquired by Walmart in 2016, Faust served as Senior Vice President of Walmart U.S. eCommerce Supply Chain, where he led a multi-year transformation of the customer delivery experience. 

Earlier in his career, Faust was a member of the executive team at Diapers.com, where he built what was the fastest fulfilment and delivery network in eCommerce – offering free one- and two-day shipping nationwide and same-day delivery in key markets.

“Kroger has deep customer relationships, unmatched loyalty data and a footprint that puts us closer to customers,” said Faust. “I couldn’t pass up the opportunity to work alongside Greg again and build on that strong foundation, continuing to improve the customer experience in this fast-growing part of the business.”

Faust holds an MBA from Harvard Business School and a B.S.E. in Operations Research and Financial Engineering from Princeton University.  

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SOURCE The Kroger Co.

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Visual Comfort & Co. Opens New Showroom in Newton, Massachusetts

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HOUSTON, Aug. 11, 2026 /PRNewswire/ — Visual Comfort & Co. announces the opening of its new Newton showroom, a 4,000-square-foot destination showcasing the company’s portfolio of designer lighting partnerships, including AERIN, Thomas O’Brien, Ralph Lauren, Alexa Hampton, and many others.

The showroom features an immersive demonstration area where decorative lighting, architectural lighting, lighting controls, and shading solutions come to life within a home environment. Here, guests can experience the essence of “visual comfort” firsthand, discovering how intentional lighting design not only enhances the richness of fabrics, finishes, and artwork, but also shapes mood, atmosphere, and overall well-being. The space also integrates motorized shades, including the company’s new custom Roman Shade program, to illustrate how smart shading and layered lighting work in harmony to balance natural daylight and interior illumination.

“The Greater Boston design community has a longstanding appreciation for craftsmanship, timeless design, and exceptional quality,” says Gale Singer, founder of Visual Comfort & Co.’s direct division. “Our new showroom makes it easy to experience the beauty and simplicity of integrated lighting and shading, with our lighting design experts helping bring each project from concept to completion.”

The showroom is open for walk-ins or by appointment. In-person or virtual consultations can be scheduled by calling 617.409.5509 or at visualcomfort.com/us/showrooms/newton

Visual Comfort & Co. – Newton 
230 Needham St, Suite E5
Newton, MA 02464
617.409.5509

About Visual Comfort & Co.:
Visual Comfort & Co. is the world’s premier resource for whole home lighting solutions, spanning decorative, architectural, ceiling fans, landscape, integrated controls and shading. Collaborating with the most talented and influential designers and brands in the industry, Visual Comfort offers an unparalleled assortment of products for every category, style, and price point. With over 70 showrooms and growing across the US, UK, and Asia, Visual Comfort continues to advance its vision of enhancing people’s lives through the power and beauty of light.

For more information, visit visualcomfort.com.

Press Contact: Sabrina Hames, sabrina@blitzerandcompany.com 

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SOURCE Visual Comfort & Co.

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