TechCrunch

AUGUST 29, 2022

Labor Department estimating that the global shortage of software engineers could reach 85.2 “Amid the spectrum of developers and the spectrum of client needs, there’s a sweet spot that results in the mythical ’10x engineer’ experience for both the client and the developer.” million by 2030. based workers.

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Weak Development Team Technical Review Company Development 188

Honeycomb

JANUARY 24, 2024

Observability has three pillars: metrics, logs, and traces.” This isn’t exactly true, but it’s definitely true of a particular generation of tools—one might even say definitionally true of a particular generation of tools. But logs are expensive and everybody wants dashboards… so we buy a metrics tool. Observability 1.0

Tools 143

Tools Metrics Software Review Engineering 143

CircleCI

JANUARY 6, 2020

From the technical executives to folks on the ground in engineering, management and site reliability, we wanted to know what “confidence” meant to them, and how it had changed over the course of their careers. In this interview, we spoke to CircleCI Staff Software Engineer, Glen Mailer. We hope you enjoy it. And if so, how?

Software Review 18

Software Review Software Engineering Engineering Software 18

CIO

DECEMBER 20, 2023

Gartner’s surveys and data from client inquiries confirm that developer productivity remains a top priority for software engineering leaders.” One big caveat of some productivity measurements is that some can lead to false positives, or cause engineers to game the system. “As

Software Development 187

Software Development Software Development Metrics 187

CIO

DECEMBER 19, 2023

He notes that the catalog should present a clear definition of offerings as well as methods for delivery while ensuring that sales and delivery departments are consistently aligned. Ad hoc execution of services always leads to bad taste and attrition,” says Bhupendra Chopra, chief research officer at software engineering firm Kanerika.

Weak Development Team 209

Weak Development Team Fractional CTO Technical Review Software Review 209

Honeycomb

SEPTEMBER 23, 2021

Cue a flood of definitions for observability (and squabbling over each other’s definitions). You can derive metrics, logs and traces from arbitrarily-wide structured events (which o11y is defined by). You can still get insight into the internal state of systems from their external data even if those are just metrics or logs.

Metrics 123

Metrics DevOps System Microservices 123

Honeycomb

APRIL 7, 2025

Its more valuable to create a single documentation file that includes everything the model might need to know (code snippets, method declarations, API definitions) and have that at hand to paste into a prompt. Having a solid grasp of design fundamentals (both software engineering and UX) is incredibly important.

Software Review 59

Software Review Artificial Inteligence UI/UX Windows 59

CIO

MAY 1, 2024

Saving just six minutes of developer time a month is enough to cover the cost, according to Redfin , although there are other metrics like code quality that organizations will want to track as well. It’s more long tail and white-glove hand holding, and the metric is more about customer satisfaction than the length of the call.”

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

AWS Machine Learning - AI

MARCH 7, 2025

Evaluation criteria To assess the quality of the results produced by generative AI, Verisk evaluated based on the following criteria: Accuracy Consistency Adherence to context Speed and cost To assess the generative AI results accuracy and consistency, Verisk designed human evaluation metrics with the help of in-house insurance domain experts.

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Generative AI Technical Review Insurance Policies 76

CIO

NOVEMBER 17, 2023

Service level agreements (SLAs): Contracts between MSPs and their clients outline the level of service expected , the metrics by which this service will be measured, and any remedies that should be undertaken or penalties that should be incurred should service levels not be achieved.

Technical Review 195

Technical Review Artificial Inteligence Systems Review Disaster Recovery 195

CIO

DECEMBER 12, 2022

IT complexity, seen in spiraling IT infrastructure costs, multi-cloud frameworks that require larger teams of software engineers, the proliferation of data capture and analytics, and overlapping cybersecurity applications, is the hallmark—and also the bane—of the modern enterprise.

Software Review 165

Software Review Fractional CTO Strategy Software 165

Honeycomb

SEPTEMBER 20, 2023

Our industry is in the early days of an explosion in software using LLMs, as well as (separately, but relatedly) a revolution in how engineers write and run code, thanks to generative AI. In other words, improving software that uses LLMs can only be done by observability and experimentation. 100% debuggable?

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Weak Development Team Software Review Development Artificial Inteligence 137

O'Reilly Media - Ideas

MAY 14, 2020

Innovation/Ideation/Design for UI/X: In traditional software engineering projects, product managers are key stakeholders in the activities that influence product and feature innovation. As a result, designing, implementing, and managing AI experiments (and the associated software engineering tools) is at times an AI product in itself.

Product Management 145

Product Management UI/UX Artificial Inteligence Machine Learning 145

scruminc

JULY 23, 2021

The answer: metrics, metrics, metrics. . Over a decade, Chopra-McGowan has compiled four main categories of metrics to look at: cost, productivity, people, and sponsor satisfaction. . Cost Metrics. software engineer, data scientist) is six times over. Productivity Metrics. But which ones? .

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SCRUM Training Metrics Agile 98

Xicom

JULY 29, 2021

“Software Measurement” is the baseline element of software engineering. But, writing the lines of code or the number of hours spent at the office is not how you evaluate the effectiveness of a software developer in doing their job. What Actually Is Software Productivity? Available: This can be used to benchmark.

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Weak Development Team Software Development Metrics Software Review 52

Honeycomb

SEPTEMBER 8, 2021

September 8, 2021 – Organizations using Honeycomb for observability now have a new metrics capability to quickly identify and resolve system issues. Traditional monitoring tools provide both application metrics and systems metrics. By design, metrics are aggregate measures. San Francisco, Calif.,

Metrics 52

Metrics Engineering Applications Enterprise 52

Honeycomb

OCTOBER 16, 2020

Wavefront for Metrics. Millions of Logs and Limited View Metrics. When Richard Laroque joined the Outreach engineering team in 2015, they mostly relied on querying logs with Elasticsearch as a way to pinpoint issues in production. The team considered a metrics-based approach for discovering production issues. Cloudwatch.

Metrics 98

Metrics Engineering Performance AWS 98

Honeycomb

OCTOBER 20, 2021

But now, what was once revolutionary has become mainstream—engineering teams have become savvy, their expectations have been raised, other vendors are changing their roadmaps in an attempt to get into this category, and investors have taken note of who’s leading the charge.

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Weak Development Team Engineering Metrics Tools 131

Honeycomb

JANUARY 27, 2025

An engineering team can reasonably support as many tracks of work as the number of engineers on the team divided by two, rounded down. Bring everything back to the future and the floor Once your future and floor definitions are in place, use them as your guide. You should be pushing toward the future while maintaining the floor.

Systems Review 52

Systems Review B2B Engineering Software Review 52

Honeycomb

NOVEMBER 10, 2021

The back-pressure caused ingestion delays and crashed production Kafka metrics reporters, making it look like a production outage to our redundant alerting systems. Vertically scaling retrievers does not address load issues that beagle could see, and scaling horizontally dilutes beagle’s auto-scaling metrics. Beagle processing delays.

Systems Review 141

Systems Review Software Review Lambda Metrics 141

Altexsoft

FEBRUARY 28, 2020

Launch [as an event] is a point in time, and various activities, besides software development itself, like a product goal definition, design, or marketing precede it and are a part of launch. For instance, designers must create prototypes, software engineers must build all key features, and QAs – test how these features work.

How To 131

How To Weak Development Team Technical Review Technical Advisors 131

O'Reilly Media - Ideas

OCTOBER 13, 2020

In traditional software engineering, precedent has been established for the transition of responsibility from development teams to maintenance, user operations, and site reliability teams. This distinction assumes a slightly different definition of debugging than is often used in software development. Monitoring.

Product Management 125

Product Management Artificial Inteligence UI/UX Off-The-Shelf 125

Apiumhub

NOVEMBER 30, 2022

The fourth presentation at the React Global Online Summit was “Web Performance is more important than you think” by Hemanth Udupi, Senior Software Engineer at Adobe. The Performance API is a set of standards that measure and analyze various performance metrics. getEntriesByName(). getEntriesByType(). Conclusion.

UI/UX 88

UI/UX Technical Review Software Review TDD 88

Honeycomb

MAY 16, 2023

If a smoke test fails, there is almost definitely a problem to address. Tests are run against the json output and indicate whether the results are as expected, like the span names, attributes, and metrics. If it passes, it doesn’t necessarily mean there is no problem, but we can feel confident that the major functionality is okay.

Testing 98

Testing Metrics Examples Hardware 98

CIO

AUGUST 9, 2023

S&P Global Market Intelligence has found that digitally driven organizations outperform digitally delayed ones across a host of key metrics, including customer satisfaction, average time to respond to customer inquiries, customer lifetime value, customer acquisition, and marketing ROI.

Technical Review 206

Technical Review Software Review Artificial Inteligence Survey 206

Honeycomb

JANUARY 13, 2023

With a technical foundation in place, this blog cuts through the marketing hype to deliver a concrete—and capability-based—definition of the term observability: what it is, why it’s needed, how it’s different, and how it comes together with monitoring. Exploring the Broader Observability Ecosystem of Cloud-Native, DevOps, and SRE.

DevOps 98

DevOps Culture Engineering Microservices 98

Confluent

MARCH 20, 2019

Consider building a metrics and alerting pipeline in which events are bucketed into two-minute windows. Each time the graph refreshes, it will get the most recent metric values in each window. This essentially corresponds to line 1 of Metrics App with Alerts. We window the incoming events in line 3 of Metrics App with Alerts.

Windows 106

Windows Metrics Applications Programming 106

Altexsoft

AUGUST 21, 2019

An ETL Developer is a type software engineer, that manages Extract, Transform, Load process and implements technical solutions for it. Thus, the data engineering team may include the following roles: Data architect can be a part of a data science or data engineering team. Data engineer. Who is ETL Developer?

Development 44

Development Software Engineering Data Engineering Architecture 44

Netflix Tech

JANUARY 11, 2022

A Type-M error occurs when, given that we observe a statistically-significant result, the size of the estimated metric movement is magnified (or exaggerated) relative to the truth. We’ve run many tests in this area and use the distribution of metric movements from past tests as an additional input to the analysis. Sensitivity analysis.

Data 98

Data Metrics Testing Analysis 98

TechCrunch

MARCH 15, 2022

Both pushbacks were bizarre because I hold a triple major degree in computer science, genetics and biochemistry from UCT and UCLA, have a solid career as a software engineer and digital consultant from one of the largest asset management firms in SA and McKinsey, respectively.

Technical Review 289

Technical Review Development Team Review Fintech Software Review 289

Code Simplicity

JANUARY 3, 2017

Almost as long as I have been working to make the lives of software engineers better, people have been asking me how to measure developer productivity. Almost all software problems can be traced back to some failure to apply software engineering principles and practices. Determining a Valid Metric.

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Weak Development Team Development Metrics Software Engineering 60

Honeycomb

APRIL 29, 2024

In the context of software development, particularly with observability 1.0’s s favorite three buzzwords (logs, metrics, and traces), we can draw several analogies to understand software development and debugging. In software, bugs and unforeseen issues represent this remainder.

Software Review 59

Software Review Software Systems Review Software Development 59

Honeycomb

JULY 17, 2023

The developer experience is definitely a cornerstone of Honeycomb. Product, SRE, Ops, Support, Sales Engineering and others can all reap great insights from democratized data. A customer can also make assumptions about Honeycomb or the Customer Success team, such as: Observability is only for software engineering and development.

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Weak Development Team Technical Review Systems Review Engineering 98

Hacker Earth Developers Blog

JUNE 26, 2020

Sergey: Well, I wouldn’t say that I didn’t want to do that, but I definitely didn’t expect to, and I definitely didn’t expect to be in a place where I am today. So, definitely very inspiring. Sergey: Yeah, I definitely agree with that. So that’s, you know, definitely interesting.

Internet 154

Internet Engineering Architecture Network 154

Honeycomb

AUGUST 29, 2022

Someone once described dashboards to me as “expensive TV for software engineers.” Dashboards then become formulaic reflections of these preformed notions: performance is defined by nines rather than by user experience, latency in parts of the application hides behind unintuitive metrics like p90, and error rates become noise.

Metrics 52

Metrics Infrastructure Resources Applications 52

Honeycomb

AUGUST 29, 2022

Someone once described dashboards to me as “expensive TV for software engineers.” Dashboards then become formulaic reflections of these preformed notions: performance is defined by nines rather than by user experience, latency in parts of the application hides behind unintuitive metrics like p90, and error rates become noise.

Metrics 52

Metrics Infrastructure Resources Applications 52

LaunchDarkly

MAY 20, 2020

Moreover, he explained how Continuous Verification can help software engineers avoid such pitfalls. So, your customers are paying you for complexity, like that’s as one way to view your job as a software engineer is you’re adding complexity to a product. This is my favorite definition.

Engineering 101

Engineering Weak Development Team Software Review Systems Review 101