CIO

OCTOBER 15, 2024

For example, if a business prioritizes customer focus, IT must step up by improving digital channels and delivering personalized services. Governance and metrics Establishing a governance structure ensures clear oversight and accountability for the execution of strategic initiatives.

Strategy 200

Strategy Weak Development Team Fractional CTO CTO Coach 200

CIO

OCTOBER 10, 2024

Aligning IT operations with ESG metrics: CIOs need to ensure that technology systems are energy-efficient and contribute to reducing the company’s carbon footprint. Training large AI models, for example, can consume vast computing power, leading to significant energy consumption and carbon emissions.

Sustainability 187

Sustainability Innovation Blockchain Energy 187

Honeycomb

FEBRUARY 26, 2025

Among these signals, OpenTelemetry metrics are crucial in helping engineers understand their systems. In this blog, well explore OpenTelemetry metrics, how they work, and how to use them effectively to ensure your systems and applications run smoothly. What are OpenTelemetry metrics?

Metrics 69

Metrics Engineering Trends System 69

CIO

NOVEMBER 21, 2024

These metrics might include operational cost savings, improved system reliability, or enhanced scalability. CIOs must take an active role in educating their C-suite counterparts about the strategic applications of technologies like, for example, artificial intelligence, augmented reality, blockchain, and cloud computing.

Strategy 183

Strategy Technical Advisors Agile Culture 183

CIO

DECEMBER 31, 2024

Youre not leading by example or fostering a culture of trust Leading by example is a great way for any leader to implement change, says Pascal Yammine, CEO of Zilliant, which produces price optimization and management software. Offering in-person advice and support is always a good idea. You get what you measure, she says.

Change Management 209

Change Management Fractional CTO Strategy Culture 209

CIO

MARCH 11, 2025

One example is SQuAD (Stanford Question Answering Dataset), which provides text passages and associated questions to test whether a model can extract relevant information from the passages. There are two main approaches: Reference-based metrics: These metrics compare the generated response of a model with an ideal reference text.

Artificial Inteligence 187

Artificial Inteligence How To Metrics Software Review 187

CIO

OCTOBER 30, 2024

Felix AI, for example, offers advanced session replay summaries that allow teams to pinpoint and resolve issues quickly, fostering a deeper understanding of customer behavior. Quantum Metric is here to help your business harness the power of Gen AI. The future of Gen AI in DXA: What’s next?

Analytics 193

Analytics Metrics Analysis Research 193

CIO

OCTOBER 29, 2024

There are multiple examples of organizations driving home a first-mover advantage by adopting and embracing technology modernization when the opportunity presents itself early.” For example, will the organization focus initially on operational efficiency, customer experience, or a blend of the two?

Systems Review 209

Systems Review Technical Advisors System Technical Review 209

Hacker Earth Developers Blog

DECEMBER 26, 2024

The key lies in using data-driven insights, evaluating key metrics, and continually optimizing the process. Time to Hire One of the most commonly used metrics to evaluate recruitment effectiveness is the “Time to Hire” (TTH). This metric tracks the amount of time it takes to move a candidate from application to hire.

Recruiting 130

Recruiting Technical Review Weak Development Team How To 130

CIO

DECEMBER 2, 2024

When you reframe the conversation this way, technical debt becomes a strategic business issue that directly impacts the value metrics the board cares about most. For example: Direct costs (principal): “We’re spending 30% more on maintaining outdated systems than our competitors.”

How To 205

How To Budget Metrics Innovation 205

CIO

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. When tied directly to strategic objectives, software delivery metrics become business enablers, not just technical KPIs. This alignment sets the stage for how we execute our transformation.

Technical Review 179

Technical Review Enterprise Technology Architecture 179

Hacker Earth Developers Blog

DECEMBER 25, 2024

For example, in tech hiring, many successful developers are self-taught or have bootcamp certifications rather than computer science degrees. Heres how organizations can measure and evaluate this impact with specific metrics and examples: 1.

Recruiting 130

Recruiting Technical Review Software Review Metrics 130

Hacker Earth Developers Blog

DECEMBER 25, 2024

For example, you can simulate real-world scenarios through coding challenges to assess how candidates tackle complex problems under time constraints. Here are several key metrics and methods to evaluate the effectiveness of your HiPo identification process: 1. Contribute to hackathons, sprints, or brainstorming sessions.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

Xebia

OCTOBER 23, 2024

Region Evacuation with Static Anycast IP Approach Using Global Accelerator After deploying the necessary infrastructure using the provided guidelines, we will show a basic example of how to evacuate a region (in this case, us-east-1) using AWS Global Accelerator. There are different approaches to evacuate a region using AWS Global Accelerator.

AWS 130

AWS Network Software Review Lambda 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Feel free to explore, modify, and adapt the code examples to suit your specific requirements.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

APRIL 29, 2025

The solution evaluates the model performance before migration and iteratively optimizes the Amazon Nova model prompts using user-provided dataset and objective metrics. The second input is a training dataset (DevSet) provided by the user to validate the response quality, for example, a summarization data sample with the following format.

Artificial Inteligence 84

Artificial Inteligence Performance Data Generative AI 84

AWS Machine Learning - AI

NOVEMBER 1, 2024

We also provide insights on how to achieve optimal results for different dataset sizes and use cases, backed by experimental data and performance metrics. Structured outputs – For example, when you have 10,000 labeled examples specific to your use case and need Anthropic’s Claude 3 Haiku to accurately identify them.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

CIO

FEBRUARY 4, 2025

For example, the database team we worked with in an organization new to the cloud launched all the AWS RDS database servers from dev through production, incurring a $600K a month cloud bill nine months before the scheduled production launch. Standardized metrics. Multiple metrics. Cross-functional collaboration.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

Netflix Tech

DECEMBER 17, 2024

Subsequent posts will detail examples of exciting analytic engineering domain applications and aspects of the technical craft. DataJunction: Unifying Experimentation and Analytics Yian Shang , AnhLe At Netflix, like in many organizations, creating and using metrics is often more complex than it should be. Enter DataJunction (DJ).

Analytics 84

Analytics Engineering Survey Metrics 84

CIO

OCTOBER 20, 2024

This collaborative environment is designed to offer CIOs the competitive advantage required to be successful, showcasing examples of best practices while laying the building blocks for future growth. Sustainability metrics can include activities that affect the climate, waste, and energy use.

Technical Review 169

Technical Review Sustainability Innovation Culture 169

AWS Machine Learning - AI

APRIL 9, 2025

By monitoring utilization metrics, organizations can quantify the actual productivity gains achieved with Amazon Q Business. Tracking metrics such as time saved and number of queries resolved can provide tangible evidence of the services impact on overall workplace productivity.

Weak Development Team 85

Weak Development Team Metrics AWS Systems Review 85

Hacker Earth Developers Blog

DECEMBER 4, 2024

Below are some of the key challenges, with examples to illustrate their real-world implications: 1. Example: During an interview, a candidate may confidently explain their role in resolving a team conflict. Example: A candidate may claim to have excellent teamwork skills but might have been the sole decision-maker in previous roles.

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

Xebia

NOVEMBER 21, 2024

Logging and Monitoring : Application Insights and Opentelemetry to log key metrics and monitor app usage. Azure Monitor captures key metrics, such as session IDs, total protein, and food weight, and whether AI feedback was requested. AI Integration : Azure OpenAI to provides AI-generated feedback on the menu.

Azure 130

Azure Metrics Serverless Guidelines 130

CIO

MARCH 11, 2025

For example, if youre developing a sales application for front-line tellers at a bank because you want them to pitch credit cards and CDs to customers when customers come in, you should also take into account that turnover rates for bank tellers are extremely high.

Applications 169

Applications Training Banking Metrics 169

CIO

APRIL 29, 2025

Linting tools are purely mechanical processes which evaluate your code and flag instances where, for example, the code has too many if/then/else branches, or if a class or method body has grown too long, says Qwoted CTO Kevin Trowbridge. Enhanced linting. That makes technical debt legible to the business.

Technical Review 175

Technical Review Weak Development Team Software Review Systems Review 175

AWS Machine Learning - AI

NOVEMBER 15, 2024

For example, you can use Amazon Bedrock Guardrails to filter out harmful user inputs and toxic model outputs, redact by either blocking or masking sensitive information from user inputs and model outputs, or help prevent your application from responding to unsafe or undesired topics.

Applications 111

Applications Generative AI AWS Artificial Inteligence 111

CIO

FEBRUARY 11, 2025

Best practice is an irritating example of arguing by assertion. One approach would be to create an IT capabilities map, develop data-driven scoring metrics, populating a dashboard, and using the result to construct an IT organizational transformation roadmap. Which arent best practices at all. CIOs should invest in it heavily.

Fractional CTO 179

Fractional CTO CTO Weak Development Team Budget 179

AWS Machine Learning - AI

MARCH 14, 2025

Although automated metrics are fast and cost-effective, they can only evaluate the correctness of an AI response, without capturing other evaluation dimensions or providing explanations of why an answer is problematic. Human evaluation, although thorough, is time-consuming and expensive at scale.

Knowledge Base 99

Knowledge Base Applications Artificial Inteligence Generative AI 99

CIO

MARCH 4, 2025

Through the DX platform, Block is able to provide developer experience metrics to all leaders and teams across the company. Coburns team also publishes an annual internal State of Engineering Velocity report highlighting key metrics and benchmarks captured in DX. For example, most recently we built an AI migrator tool.

Engineering 103

Engineering Development Metrics Survey 103

TechCrunch

APRIL 27, 2023

In this article, we will explain why that happens, and whi h metrics to track to understand where you stand on the capital efficiency scale. The biggest mistake in measuring your capital efficiency Understanding where you stand as a business boils down to the metrics you use and how well you can interpret them. Let’s see what they are.

Metrics 253

Metrics B2B SMB Sustainability 253

AWS Machine Learning - AI

APRIL 22, 2025

We conducted several internal tests with proprietary and public data to evaluate Amazon Bedrock Intelligent Prompt Routing metrics. Its important to pause and understand these metrics. For example, when comparing between usage of Claude 3 Haiku and Claude 3.5 35% 9.98% Anthropic 0.86 56% 6.15% Meta 0.78 and not across families.

Artificial Inteligence 110

Artificial Inteligence AWS Generative AI Metrics 110

CIO

JANUARY 30, 2025

For example, AI can perform real-time data quality checks flagging inconsistencies or missing values, while intelligent query optimization can boost database performance. Frameworks now focus on ethical AI practices, fairness metrics, and bias mitigation to build trust and ensure accountability.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. Your tasks include analyzing metrics, providing sales insights, and answering data questions.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

CIO

JANUARY 23, 2024

For example, McKinsey suggests five metrics for digital CEOs , including the financial return on digital investments, the percentage of leaders’ incentives linked to digital, and the percentage of the annual tech budget spent on bold digital initiatives. As a result, outcome-based metrics should be your guide.

KPI 211

KPI Metrics Culture Strategy 211

CIO

OCTOBER 30, 2024

Since USF made it an area of focus to enable the teams working on technology outside of IT, Fernandes included a set of metrics in the strategic plan to track how much IT helps client technologists. For example, it’s easy to build the capability to answer questions related to HR policies.

Strategy 185

Strategy Fractional CTO Weak Development Team Strategic Planning 185

Honeycomb

APRIL 23, 2025

Get your free copy of Charity’s Cost Crisis in Metrics Tooling whitepaper. Metrics-heavy shops are used to blaming custom metrics for their cost spikes, and for good reason. If you use a lot of custom metrics, switching to the 2.0 Every multiple pillars platform can handle your metrics, logs, traces, errors, etc.,

Weak Development Team 106

Weak Development Team Metrics Storage Engineering 106

N2Growth Blog

JANUARY 9, 2025

By integrating measurable metrics with qualitative insights, these evaluations become a key driver of organizational transformationone that identifies pivotal leadership qualities, including agility, resilience, and adaptability.

Leadership 113

Leadership Development Metrics Performance 113