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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.
Google Cloud Next 2025 was a showcase of groundbreaking AI advancements. In this post, I’m excited to share some of my personal highlights and key takeaways from the conference. Gemini 2.5 and the Live API Google continues to push the boundaries of AI with their latest “thinking model” Gemini 2.5. Thinking refers to an internal reasoning process using the first output tokens, allowing it to solve more complex tasks.
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
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.
In today’s fast-paced digital environment, scaling represents both the greatest opportunity and challenge for startup founders. While launching a startup is difficult, successfully scaling requires an entirely different skillset, strategy framework, and operational systems. This guide explores essential frameworks, common pitfalls, and proven strategies to transform your promising venture into a market leader.
This Quick Gut Check That Can Save Your Team Hours of Rework You move fast. Decisions pile up. Calendars fill. But in the rush to deliver, its easy to overlook the moments that make or break real collaborationthe ones where people feel included, respected, and clear on whats happening and why. This simple collaboration checklist for leaders gives you a pause-and-reset moment before the next big move.
This Quick Gut Check That Can Save Your Team Hours of Rework You move fast. Decisions pile up. Calendars fill. But in the rush to deliver, its easy to overlook the moments that make or break real collaborationthe ones where people feel included, respected, and clear on whats happening and why. This simple collaboration checklist for leaders gives you a pause-and-reset moment before the next big move.
A New Era of Code Vibe coding is a new method of using natural language prompts and AI tools to generate code. I have seen firsthand that this change makes software more accessible to everyone. In the past, being able to produce functional code was a strong advantage for developers. Today, when code is produced quickly through AI, the true value lies in designing, refining, and optimizing systems.
This week I attended the Jfokus software development conference in Stockholm, Sweden. I first went in 2011, and I have been back many times through the years. The conference has a Java focus (duh!), but many talks cover general topics as well. The whole development team at NGM got tickets. It is really nice to be able to discuss and compare notes with your colleagues.
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.
Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. The multi-LLM approach enables organizations to effectively choose the right model for each task, adapt to different domains, and optimize for specific cost, latency, or quality needs.
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
On April 22, 2022, I received an out-of-the-blue text from Sam Altman inquiring about the possibility of training GPT-4 on OReilly books. We had a call a few days later to discuss the possibility. As I recall our conversation, I told Sam I was intrigued, but with reservations. I explained to him that we could only license our data if they had some mechanism for tracking usage and compensating authors.
AI editors like Cursor can generate code with remarkable speed using LLMs, handling boilerplate and providing functional snippets for various tasks. However, when building robust systems, functional correctness is only the starting point. Code must also be safe, predictable, maintainable, and free from subtle side effects. Unmesh Joshi demonstrates, through a dialogue between a developer and an LLM , how expert guidance is crucial to transform an initial, potentially unsafe code snippet into a r
Have you ever been in a situation where you want to provision or configure things cross-stack? Splitting these into logical stacks is always good when dealing with more complex environments. I already shared this in one of my previous blogs. But this also introduces a different problem! Granting access to your database When you use DynamoDB, you have to use IAM to grant access.
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
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.
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.
Generative AI (GenAI) and large language models (LLMs) are becoming ubiquitous in businesses across sectors, increasing productivity, driving competitiveness and positively impacting companies bottom lines. However, as LLMs and GenAI become deeply integrated into your critical operations and decision-making processes, adversaries can exploit subtle vulnerabilities to manipulate your model outputs to coerce unauthorized behaviors or compromise sensitive information.
The wave of new tariffs introduced by the US administration will drive up technology prices, disrupt supply chains, and weaken global IT spending in 2025. Not only will these tariffs have a direct inflationary effect on technology prices in the US, but growing concerns about a broader economic slowdown will lead to weaker investment by [.
IBM is planning to build the largest quantum computer so far, by linking together smaller machines to create one with a recording-breaking number of quantum bits, or qubits. The firms first steps on this path in 2025 should see it hit a new qubit record, and it eventually plans to more than triple the size […] The post IBM will release the largest ever quantum computer in 2025 appeared first on OODAloop.
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.
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.
Our conference program team met on-site recently in Denver to put together the agenda for Agile2025. The team worked to ensure the selected sessions for each of our conference tracks flowed together to create an incredible three-day learning event. We asked the team to share one thing about the event that they are most excited about. The post Meet the People Behind the Agile2025 Conference Program first appeared on Agile Alliance.
Computer use is a breakthrough capability from Anthropic that allows foundation models (FMs) to visually perceive and interpret digital interfaces. This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications.
6 Critical 50 Important 0 Moderate 0 Low Microsoft addresses 56 CVEs, including seven zero-day flaws, with six of those being exploited in the wild. Microsoft patched 56 CVEs in its March 2025 Patch Tuesday release, with six rated critical, and 50 rated as important. This months update includes patches for: NET ASP.NET Core & Visual Studio Azure Agent Installer Azure Arc Azure CLI Azure PromptFlow Kernel Streaming WOW Thunk Service Driver Microsoft Local Security Authority Server (lsasrv) Mi
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.
Gen AI systems are gullible, and can easily be tricked into responding in ways that are contrary to an enterprise's policies or leak confidential information. Bharani Subramaniam and I describe how we can counter this by adding guardrails at the boundaries of the request/response flow. We also conclude our discussion of RAG with an overview of how all the RAG component patterns fit together.
Introduction MLOps has survived the hype cycle and is gaining in maturity. But are we looking at MLOps for answers for the right things? No matter how valuable MLOps can be for you, without proper building blocks in place MLOps cannot live up to its full potential. What are the prerequisites for MLOps? What parts of MLOps should you focus on? When should you even start thinking about MLOps, or when is plain DevOps wiser to focus on first?
As far as many C-suite business and IT executives are concerned, their company data is in great shape, capable of fueling data-driven decision-making and delivering AI-powered solutions. But the closer an IT leader is to that data, the less confidence they have in its quality, according to a recent survey from IT consulting firm Softserve, which found that nearly half of C-level execs at large enterprises, including C-level IT leaders, believe their organizations data is fully mature, while just
Before Jensen Huang co-founded Nvidia , he was a dishwasher at Denny’s, but most unicorn founders get their start in far more predictable places. The Stanford GSB Venture Capital Initiative team and I analyzed 2,791 founders behind 1,110 U.S.-based VC-backed unicorns to understand their professional backgrounds. The data shows that they developed their skills at tech giants, elite universities and even military organizations.
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.
For the past decade and a half, I’ve been exploring the intersection of technology, education, and design as a professor of cognitive science and design at UC San Diego. Some of you might have read my recent piece for O’Reilly Radar where I detailed my journey adding AI chat capabilities to Python Tutor , the free visualization tool that’s helped millions of programming students understand how code executes.
I released version 1 of my table seating planning software , PerfectTablePlan, in February 2005. 20 years ago this month. It was a different world. A world of Windows, shareware and CDs. A lot has changed since then, but PerfectTablePlan is now at version 7 and still going strong. PerfectTablePlan v1 PerfectTablePlan v7 I have released several other products since then, and done some training and consulting, but PerfectTablePlan remains my most successful product.
Part 2: Observability cost drivers and levers of control I recently wrote an update to my old piece on the cost of observability , on how much you should spend on observability tooling. The answer, of course, is its complicated. Really, really complicated. Some observability platforms are approaching AWS levels of pricing complexity these days. In last weeks piece, we talked about some of the factors that are driving costs up , both good and bad, and about whether your observability bill is (or
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