Articles by Category: Industry_analysis

Building or Buying: The Agentic Analytics Dilemma

2026-04-28 09:55
🤔 Building or buying tech solutions? It's a common dilemma for companies. The key isn't just whether you can build a solution, but how fast and efficiently it can be implemented and maintained. Many overlook long-term challenges like consistency and integration when opting for DIY approaches. In agentic analytics, ambiguity in definitions and answer quality often leads to problems as scope expands. Understanding what it truly takes to make a system reliable across teams is essential for...
Claire Amaouche

Your LLM issues are really data issues

2026-04-28 07:40
🌐 In a recent episode, Harsha Chintalapani, co-founder and CTO of Collate, discussed the challenges AI and LLMs face with real-time, structured production data. 📊 Key issues include schema changes, inconsistent definitions, and weak governance, which can disrupt analytics and machine learning processes. 💡 To make data AI-ready, companies should focus on metadata management and observability. #DataChallenges #AI #MachineLearning #Metadata #Governance
Phoebe Sajor

State of Observability in Financial Services 2026: From implementation to business impact

2026-04-28 00:00
The 2026 State of Observability in Financial Services report highlights significant changes in how organizations manage their digital infrastructure. Key findings show a shift from basic metrics collection to a focus on unified insights that drive business decisions. This evolution supports cybersecurity, compliance, and operational resilience. Notably, 70% of IT leaders now classify their observability practices as mature or expert—up from 45% last year. Companies are optimizing investments...
Source: Elastic Blog
Leah McEwen

How leading tech companies are killing the builder’s tax with Lakebase

2026-04-27 23:23
Leading tech companies are addressing the "builder's tax" in AI development through Databricks Lakebase. By collapsing data movement layers, they eliminate ETL processes and unify operational and analytical data on one governed platform. This approach enables real-time intelligence, streamlining the development of AI-native apps. #TechInnovation #AI #DataManagement #Databricks #Lakebase

Microsoft-OpenAI rewrite opens the door for Anthropic and Google

2026-04-27 22:25
🚀 OpenAI and Microsoft have announced a reworking of their partnership agreements, aiming for a more flexible collaboration. This change allows OpenAI to deliver services beyond Azure, while Microsoft will no longer pay OpenAI a revenue share. However, revenue-share payments from OpenAI to Microsoft will continue through 2030. The shift opens opportunities for Microsoft to collaborate with other AI companies like Anthropic and Google. #OpenAI #Microsoft #AIpartnership #TechNews #Innovation
Adrian Bridgwater

Beyond the Jira board: how autonomous workflows unlock engineering velocity

2026-04-27 20:19
Engineering teams are achieving rapid output, but they're spending only 16% of their time coding. The remaining 84% is consumed by coordinating, searching for documentation, and aligning across teams. Jira is essential for tracking progress, yet many organizations miss its potential by treating it as a simple to-do list. By integrating tools like Confluence and Rovo, teams can enhance workflow efficiency and access critical context that drives execution. Identifying friction points in your...
Mary Cadwell

Why AI engineering needs old-school discipline

2026-04-27 18:53
In a recent episode of The New Stack Makers, Nimisha Asthagiri, data and AI advisor at Thoughtworks, discussed the challenges companies face in advancing AI from proof of concept to production. Many organizations are struggling with this transition, as Gartner predicts over 40% of agentic AI projects may be canceled by 2027. Asthagiri emphasizes the need for companies to rethink their approach to AI, focusing on what new capabilities can be built instead of just speeding up processes. The...
Frederic Lardinois

“I was tired of explaining it to somebody who was supposed to build it for me”: Meet the executives vibe-coding their own tools.

2026-04-27 16:08
Executives are increasingly "vibe coding" their own tools using AI coding assistants, moving beyond traditional IT processes. This trend includes simple automations to complex systems, driven by impatience and curiosity. Tools like Claude and Cursor are popular among high-level professionals. Moshe Bar, CEO of Codenotary, successfully created a bulletin board system with minimal coding, demonstrating the potential of AI in software development. #AICoding #BusinessInnovation #TechTrends...
Darryl K. Taft

Design Technologists: The role that turns creativity into code

2026-04-27 15:42
At Atlassian, the role of Design Technologists (DTs) is transforming how teams turn ideas into reality. By creating interactive prototypes quickly, DTs bridge the gap between design and engineering. This allows teams to test concepts early, reducing risks and improving decision-making. 🚀 DTs also integrate AI into design processes, enabling faster prototyping and enhancing collaboration across teams. The impact has been significant, with a 35% month-over-month growth in AI prototyping...
lfosslien@atlassian.com

What the 2026 State of Open Source report reveals about digital autonomy

2026-04-27 15:00
🚀 The 2026 State of Open Source Report highlights a significant shift in digital autonomy discussions among CIOs and CTOs. As organizations integrate open source into their systems, concerns about vendor lock-in have risen, with 68% citing it as a primary adoption driver. This trend emphasizes the importance of control and flexibility in tech environments. However, increased autonomy comes with challenges. Many enterprises report that over 50% of engineering time is now spent on maintenance...
Matthew Weier O’Phinney

Scaling the digital future: Why AI and skills investments matter for business and society

2026-04-27 14:16
AI is transforming our economy, but success relies on combining technology with skills development. Organizations that invest in both AI tools and workforce training are more likely to excel. Currently, 90% of enterprises have an AI strategy, yet less than 15% of their workforce is prepared to implement it. This skills gap poses a significant risk to future innovation. #AI #SkillsDevelopment #DigitalTransformation #WorkforceInnovation #FutureOfWork ✈️💻🌍
Enrico Albertin

Why developers are betting on Postgres for AI

2026-04-27 14:00
The demand for AI applications is growing rapidly, with many developers focusing on the need for structured data. Jensen Huang of Nvidia emphasized that structured data is the "ground truth for AI." This is crucial for preventing AI agents from making inaccurate assumptions. Postgres has emerged as the preferred database for AI workloads. According to the Stack Overflow 2025 Developer Survey, 66% of developers prefer Postgres for its ease of use and strong community support. #Postgres #AI...
Meredith Shubel

Welcome to the “find out” stage of AI

2026-04-27 13:56
AI companies are entering the “find out” stage, moving past experimentation to delivering tangible value. After a renewal cycle, many firms now understand what it takes to secure contracts and provide real results. The focus has shifted from the novelty of AI capabilities to practical applications, especially in sectors like healthcare and law where mistakes have serious consequences. Key discussions are evolving as the industry acknowledges this new phase of AI development. 🔍🤖💼 #AI...
Ryan Donovan

JetBrains Annual Highlights 2026 Are Here!

2026-04-27 13:24
🚀 JetBrains has shared its Annual Highlights for 2026! In 2025, the company focused on evolving with the software development landscape. They aimed to support developers in building, shipping, and maintaining software more effectively. Key achievements included advancements in AI-powered development and growth in enterprise adoption. For more insights on their milestones, check out the full highlights! 📊🌟 #JetBrains #SoftwareDevelopment #AI #TechNews #AnnualHighlights
Gregorio Sanchez Duarte

The disappearing AI middle class

2026-04-26 17:16
🔍 In a significant shift, OpenAI and DeepSeek have made contrasting moves in the AI market. OpenAI launched GPT-5.5 with increased pricing, while DeepSeek introduced more affordable options with V4-Pro and V4-Flash. This creates a widening gap in AI pricing, impacting developers' choices. The middle tier is thinning, pushing coders to reassess their options. 📉🤖 #AI #OpenAI #DeepSeek #MachineLearning #TechTrends
Janakiram MSV

The one Slack message that proved our elite engineering team was flying blind

2026-04-26 15:00
A recent Slack message sparked an important discussion within an engineering team: "What are we actually running across both cloud environments?" 🤔 Despite being a straightforward question, it revealed gaps in their understanding of their multi-cloud infrastructure. It took an hour and several replies to gather information, leading to a realization that a cohesive map of their stack was missing. 📊 As organizations often accumulate cloud services over time without a clear strategy, many find...
Joe Karlsson

The real story from OpenAI’s big week is Workspace Agents, not GPT-5.5

2026-04-25 10:14
OpenAI's recent announcement highlights the launch of Workspace Agents, a significant development in enterprise AI. This new feature allows organizations to create and share AI agents across teams, enhancing collaboration and efficiency. Admins can govern access and tools for each user group, making it a powerful infrastructure for businesses. While GPT-5.5 received attention, Workspace Agents may be more impactful for users seeking to streamline workflows. 🌐🤖📊 #AI #OpenAI #WorkspaceAgents...
Matthew Burns

Model Risk Management in 2026: A Banker’s Guide to the Revised Interagency Guidance

2026-04-25 00:44
📊 The Federal Reserve has updated model risk management (MRM) guidance as of April 17, 2026. Key changes emphasize the importance of platform architecture over traditional procedural compliance. This shift reflects the evolving landscape of financial services. Bankers should adapt to these new standards to manage risks effectively. #ModelRiskManagement #Banking2026 #FinancialServices #RiskManagement #FederalReserve

Mistral’s Leanstral wants to kill off human-in-the-loop code checks, but is it blowing in the wind?

2026-04-24 16:04
Mistral AI has launched Leanstral, an open-source code agent aimed at reducing the need for human-in-the-loop code checks in software engineering. Leanstral utilizes formal verification and the Lean 4 programming language to ensure code performs as specified, minimizing bugs. 🌐 With a focus on high-stakes sectors like aerospace and cryptography, Leanstral has a unique architecture that enhances efficiency. Developers can access it via a free API. However, the effectiveness of Leanstral in...
Adrian Bridgwater

“Mythos-like hacking, open to all”: Industry reacts to OpenAI’s GPT 5.5

2026-04-24 12:49
OpenAI has launched its latest models, GPT-5.5 and GPT-5.5 Pro, boasting improvements in coding and complex task execution. Despite its consumer success, developers show a preference for Anthropic's Claude models. 🤖 Benchmark results highlight advancements, yet real-world performance remains a crucial query. Early tester Simon Willison noted limitations like the absence of API access, affecting his evaluations. 🛠️ While some tests showed slower output compared to GPT-5.4, adjustments yielded...
Paul Sawers

Why Claude needs a real environment to validate cloud-native code

2026-04-24 12:00
Boris Cherny recently highlighted the importance of validating cloud-native code with Claude Code following the release of Opus 4.7. He emphasizes that giving Claude a way to verify its work can significantly enhance productivity, especially in complex cloud environments. This practice has become a standard for coding agents. Major players like OpenAI's Codex and GitHub's Copilot have implemented similar validation loops, ensuring that agents check their work before submission. This trend...
Arjun Iyer

The Innovation Paradox: How We Reduced Incidents by 25% While Deploying Faster

2026-04-23 20:36
At Cisco IT, we tackled a common challenge: innovating quickly while maintaining stability. 🚀 By implementing observability technology and best practices, we managed to reduce major incidents by 25% in just one year. This shift allowed us to deploy new systems faster without sacrificing reliability. 📉 Key takeaways include addressing visibility gaps and managing the instability that comes with rapid changes. #Innovation #TechLeadership #CiscoIT #Observability #AI
Mark Hutchins

Jim Bugwadia on why finding a Kubernetes problem is only half the battle for Kyverno users

2026-04-23 17:48
🚀 Kyverno recently graduated from the CNCF, marking a significant achievement for the open-source policy engine for Kubernetes. In an interview, Jim Bugwadia, co-founder and CEO, highlighted that reaching this level took five years of growth and stability. Kyverno offers essential features like centralized fleet management and observability for large-scale Kubernetes deployments. The user base is expanding, driven by the increasing need for policy enforcement amidst rising AI workloads. With...
Jennifer Riggins

The Pulse: ‘Tokenmaxxing’ as a weird new trend

2026-04-23 16:55
At Meta and other tech giants, a trend called "tokenmaxxing" is emerging. Employees compete to burn AI tokens to showcase their productivity and climb internal leaderboards. This practice has led to concerns over wasted resources and outages caused by careless AI code generation. In just 30 days, Meta employees reportedly used 60.2 trillion AI tokens, potentially costing over $100M. Following public backlash, Meta has removed the leaderboard aimed at encouraging AI engagement. #Tokenmaxxing...
Gergely Orosz

Funding the AI-ready data center: Why flexibility wins

2026-04-23 15:00
🚀 Modernizing data centers for AI is essential, but funding poses challenges. 82% of organizations say financing affects their vendor choices. As innovation cycles shorten, flexible payment solutions are key to accessing AI-ready technology without straining budgets. Cisco Capital offers options to scale infrastructure and simplify procurement, supporting the transition to modern data centers. #DataCenter #AI #CiscoCapital #Innovation #TechFinance
Rafael Chacon

Black box AI drift: AI tools are making design decisions nobody asked for

2026-04-23 14:00
AI tools are increasingly making design decisions without clear explanations. A recent exploration into "vibe coding" revealed that while AI outputs may seem confident, the underlying processes can be flawed. The author, a former software developer, found that AI-generated code often contained incorrect assumptions and security vulnerabilities, with no transparency on its choices. This raises important questions about trust and reliability in AI-driven design. 🤖💻🔍 #AI #Design #UserExperience...
Jonathan Gordon

AI shrinkflation: Why Anthropic’s Claude Opus 4.7 may be less capable than the model it replaced

2026-04-23 12:52
Anthropic's Claude Opus 4.7 was launched with promises of enhanced reasoning and instruction-following capabilities. However, users are reporting challenges with the model's performance. Some prompts that worked with previous versions now yield unexpected results. Users are finding that Claude 4.7 often second-guesses itself, leading to inefficiencies in complex tasks. Concerns from the community highlight that despite being a premium service, many feel the model has not met expectations. #AI...
Adrian Bridgwater

AI in DevOps: Why Adoption Lags in CI/CD (and What Comes Next)

2026-04-23 12:29
AI is transforming software development, with over 90% of developers using it in daily tasks like coding and debugging. However, its adoption in CI/CD pipelines remains limited. ⚙️ Teams prioritize reliability and compliance in these environments, making them cautious about integrating AI. 🛠️ The article highlights that while AI is effective upstream, its impact in CI/CD is still evolving. Key insights show that AI is more beneficial where mistakes are low-cost, contrasting with the higher...
Olga Bedrina

The Hidden Bottleneck Slowing Down Manufacturing Transformation

2026-04-23 11:55
🚧 Legacy networks are a major hurdle in manufacturing transformation. A report from ARC Advisory Group highlights that without a modern, secure industrial network, AI initiatives can't move forward. 📊 As 59% of manufacturers deploy AI, the need for robust infrastructure grows. Issues like performance and security can stall crucial modernization efforts. 🔗 Addressing these challenges is essential for successful digital transformation in manufacturing. #Manufacturing #AI #DigitalTransformation...
Vivek Bhargava

30 Years as a CCIE: Why Certifications Matter in the AI Era

2026-04-22 21:32
Salman Asadullah reflects on 30 years as a CCIE, emphasizing the importance of certifications in today’s AI landscape. He shares insights from his journey, starting at Cisco in 1995 and achieving his CCIE in 1996. Salman believes that deep technical expertise is crucial, even as technology evolves. His story illustrates how certifications remain relevant in a rapidly changing industry. #Cisco #CCIE #Certification #TechExpertise #AI
Emma Pearce

The SpaceX-Cursor deal is a gutsy Hail Mary that could work

2026-04-22 18:43
🚀 SpaceX has announced a significant partnership with AI startup Cursor, valued between $10 billion and $60 billion. This collaboration aims to develop advanced coding and knowledge work AI by combining SpaceX’s resources with Cursor's successful AI coding tools. Cursor has seen impressive growth and access to valuable usage data from developers, while SpaceX’s xAI seeks to enhance its AI capabilities. This partnership could lead to stronger AI models and a more competitive edge in the...
Alex Wilhelm

How conversational analytics removes the BI bottleneck

2026-04-22 18:30
🌟 In a recent discussion, Ari Kaplan from Databricks highlighted the role of conversational analytics in bridging gaps in Business Intelligence (BI). This approach offers actionable insights that traditional BI often lacks. It emphasizes the importance of governance and semantic layers to enhance trust in AI-driven analytics for executives. With tools like Databricks Genie and Lakebase, businesses are urged to operationalize intelligence or risk falling behind. #ConversationalAnalytics...

Why Accenture and WaveMaker are betting on agentic AI to close a $3 billion software gap

2026-04-22 17:55
🌟 Exciting news in the tech world! Accenture and WaveMaker have formed a strategic partnership to help mid-market organizations modernize their applications using WaveMaker's agentic AI platform. This collaboration aims to support companies with annual revenues up to $3 billion that may lack the resources for digital transformation. The partnership focuses on delivering reliable, cost-effective AI-assisted solutions specifically for app modernization. WaveMaker’s innovative 2-pass...
Darryl K. Taft

Give AI Something Worth Amplifying: Three Priorities for Technical Leaders

2026-04-22 13:52
Developers are increasingly leveraging AI, but it's vital to examine what they bring to the table. DORA's 2025 AI Capabilities Model highlights that AI amplifies existing team strengths. Strong teams benefit more, while weaknesses become clearer. GitClear’s analysis shows regular AI users produce significantly more durable code. However, AI cannot fix pre-existing issues within teams. Three focus areas include: 1. **Strengthening Code Review**: With AI increasing code volume, review processes...
Ben Burn

Beyond the spreadsheet: how Databricks is delivering the modern CFO in Financial Services

2026-04-22 13:00
Databricks is transforming the role of the CFO in financial services. The company is leveraging real-time data and AI to enhance decision-making processes. This shift moves the CFO's focus from traditional spreadsheets to data-driven insights. The article highlights how these advancements are shaping a more efficient Office of the CFO. #Finance #CFO #Databricks #DataDriven #Innovation 📊🤖📈

Energy Will Define the Scale of AI

2026-04-22 12:00
🚀 As AI technologies advance, their scalability will depend not just on computing power, but also on efficient energy management. Cisco is collaborating with a major bank in France to develop an AI data center that emphasizes energy efficiency, utilizing high-density compute and advanced cooling systems. 🔋 The growth of AI faces real energy constraints, with global data center electricity demand expected to double by 2030. This shift necessitates innovative solutions in energy consumption and...
Mary de Wysocki

IoT in Manufacturing: Strategy, Components, Use Cases, and Challenges

2026-04-22 08:42
Explore the transformative impact of IoT in manufacturing. This technology is shifting from pilot projects to essential operational frameworks, enhancing predictive maintenance and supply chain visibility. A layered architecture allows for scalability and efficiency without the need for constant infrastructure changes. Selecting suitable IoT solutions involves careful evaluation of protocol support, data security, and integration with existing systems. #IoT #Manufacturing #Technology...

CrowdStrike Falcon Cloud Security Delivered 264% ROI Through Unified Cloud Protection

2026-04-22 00:00
CrowdStrike Falcon Cloud Security has achieved impressive results, delivering a 264% ROI over three years, according to a Forrester study. 💼 The platform enhances visibility and accelerates threat detection, allowing organizations to respond more efficiently to security incidents. The total quantified benefits reached $13.8 million USD, with payback in under six months. 📈 By unifying cloud security controls, Falcon Cloud Security enables teams to prioritize threats more effectively and reduce...
Brett Shaw

What cyber conflict reveals about power and doctrine, with Allie Mellen

2026-04-22 00:00
📻 In the latest episode of Chasing Entropy, Allie Mellen discusses her book, *Code War*, highlighting how cyber strategies of the US, China, and Russia are shaped by their political histories and military doctrines. Cyberattacks are more effective when aligned with broader objectives, whether to apply pressure or gather intelligence. Understanding the intent behind these actions is crucial for security teams. 🛡️ Mellen emphasizes the need for better attribution to decode operations and...
info@1password.com (Dave Lewis)

Atlassian research: Your strategy isn’t broken. Your organization just can’t move.

2026-04-21 20:26
New research from Atlassian reveals that the real issue for organizations isn't a lack of strategic clarity, but rather their ability to execute those strategies effectively. Despite 80% of senior leaders claiming clear priorities, only 11% have most of their work aligned with those priorities in a shared system. This gap highlights the "Clarity Trap," where leadership's understanding does not translate to organizational action. Understanding this disconnect is vital for improving execution....
asedghi