O'Reilly

JANUARY 21, 2025

Your companys AI assistant confidently tells a customer its processed their urgent withdrawal requestexcept it hasnt, because it misinterpreted the API documentation. 90% accuracy for software will often be a deal-breaker, but the promise of agents rests on the ability to chain them together: even five in a row will fail over 40% of the time!

Software Engineering 119

Software Engineering Efficiency Engineering Systems 119

The Netflix TechBlog

DECEMBER 14, 2023

Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!

Data Engineering 265

Data Engineering Engineering Software Engineering Best Practices 265

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., Previously on The Morning Paper we’ve looked at the spread of machine learning through Facebook and Google and some of the lessons learned together with processes and tools to address the challenges arising. A general process. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Dynatrace

MAY 6, 2024

A tight integration between Red Hat Ansible Automation Platform, Dynatrace Davis ® AI, and the Dynatrace observability and security platform enables closed-loop remediation to automate the process from: Detecting a problem. With DQL, the workflow trigger to initiate a required automation and remediation process can be defined.

DevOps 306

DevOps Software Engineering Games Infrastructure 306

DZone

SEPTEMBER 19, 2021

Software engineering team scalability is equally important. Software Engineering Team Scalability. We can say that system scalability is about supporting a linear rate of growth in system resource requirements given that code running inside the system is unchanged.

Scalability 241

Scalability Software Engineering Engineering Systems 241

DZone

JULY 14, 2021

Fei Xu (Software Engineer at PingCAP). TiDB is a Hybrid Transaction/Analytical Processing (HTAP) database that can efficiently process analytical queries. However, when large amounts of data are involved, the CPU becomes the bottleneck for processing queries that include JOIN statements and/or aggregation functions.

Analytics 223

Analytics Software Engineering Performance Database 223

DZone

MARCH 9, 2023

I participated in this hackathon with the Carbon Optimised Process Scheduler project along with my colleagues Kamlesh Kshirsagar and Mayur Andulkar, in which we developed an API to optimize job scheduling in order to reduce carbon emissions, and we won the “Most Insightful” project prize.

Software 244

Software Software Software Engineering Engineering 244

Dynatrace

NOVEMBER 3, 2023

The practice of platform engineering has evolved alongside the increasing complexity of cloud environments. Platform engineering is a practice that outlines how development teams build internal platforms to create self-service capabilities for software engineering teams.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

Strategic Tech

MARCH 26, 2019

A software developer with a computer science degree will produce the same quality of work as any other software developer with a computer science degree. It makes business sense to hire cheap programmers and put in place a standard process. In fact, there are near infinite ways to solve every software engineering challenging.

Software Engineering 76

Software Engineering Engineering Software Software 76

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. They prefer to work in isolation and just deliver.

Software Engineering 80

Software Engineering Design Engineering Software 80

High Scalability

JANUARY 11, 2022

There are two major processes which gets executed when a user posts a photo on Instagram. Firstly, the synchronous process which is responsible for uploading image content on file storage, persisting the media metadata in graph data-storage, returning the confirmation message to the user and triggering the process to update the user activity.

Design 334

Design Media Storage Logistics 334

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. One way to apply improvements is transforming the way application performance engineering and testing is done. Industry apps explosion. Get started today! .

Performance 314

Performance Education Innovation Software Architecture 314

The Netflix TechBlog

OCTOBER 28, 2021

Interview with Pallavi Phadnis This post is part of our “ Data Engineers of Netflix ” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Pallavi Phadnis is a Senior Software Engineer at Netflix. Pallavi, what’s your journey to data engineering at Netflix?

Data Engineering 181

Data Engineering Engineering Big Data Software Engineering 181

Dynatrace

FEBRUARY 4, 2021

What is site reliability engineering? Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Dynatrace news.

Engineering 264

Engineering DevOps Government Latency 264

Dynatrace

JUNE 4, 2024

This process, known as auto-adaptive thresholding, eliminates the need to define a static threshold upfront. During this phase, the measured values are informative, allowing observation of the objective’s development without affecting deployment or delivery processes.

Metrics 297

Metrics Engineering Code Tuning 297

Dynatrace

APRIL 22, 2024

DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale. According to the Dynatrace 2023 DevOps Automation Pulse report, an average of 56% of end-to-end DevOps processes are automated across organizations of all kinds.

DevOps 246

DevOps Government Artificial Intelligence Innovation 246

Dynatrace

DECEMBER 5, 2022

DevOps is a widely practiced set of procedures and tools for streamlining the development, release, and updating of software. In their most basic form, DevOps procedures can result in complicated processes, data silos, and fragmented responsibilities. Automation versus orchestration. Get started with DevOps orchestration.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

The Netflix TechBlog

MARCH 4, 2025

As a result, requests are uniformly handled, and responses are processed cohesively. This standardization enhances adoption within the personalization stack, simplifies the system, and improves understanding and debuggability for engineers. The request schema for the observability endpoint.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. Dynatrace news. SRE drives a “shift left” mindset.

Engineering 245

Engineering DevOps Government Latency 245

Dynatrace

NOVEMBER 17, 2020

We sat together with Armin Ruech and Daniel Dyla, software engineers at Dynatrace and leaders within the OpenTelemetry community, to hear about their involvement with the second most active CNCF project. My name is Armin Ruech, I’m a Software Engineer at Dynatrace and I started as a software developer around 3.5

Open Source 207

Open Source Software Engineering Government Java 207

DZone

JANUARY 23, 2021

If you need to dynamically trace Linux process system calls, you might first consider strace. strace is simple to use and works well for issues such as "Why can't the software run on this machine?" However, if you're running a trace in a production environment, strace is NOT a good choice. The answer is YES.

Systems 171

Systems Performance Software Engineering Performance Testing 171

The Netflix TechBlog

FEBRUARY 1, 2022

You apply for multiple roles at the same company and proceed through the interview process with each hiring team separately, despite the fact that there is tremendous overlap in the roles. Interviewing can be a daunting endeavor and how companies, and teams, approach the process varies greatly.

Engineering 208

Engineering Games Entertainment Innovation 208

Dynatrace

NOVEMBER 14, 2023

These small wins, such as implementing a blameless root cause analysis process, can take many forms and don’t necessarily involve numerical metrics. Customer empathy is key to a fully optimized site reliability engineering practice Software engineering can often be an impersonal discipline.

Best Practices 246

Best Practices Engineering DevOps Software Engineering 246

Dynatrace

NOVEMBER 2, 2023

But with many organizations relying on traditional, manual processes to ensure service reliability and code quality, software delivery speed suffers. But according to the 2023 DevOps Automation Pulse , only 56% of end-to-end DevOps processes are automated. Automation is a crucial aspect of achieving DevOps excellence.

DevOps 246

DevOps Benchmarking Azure Innovation 246

The Netflix TechBlog

NOVEMBER 29, 2023

For a given rate-quality operating point, the DO process helps allocate bits among the various shots while maximizing an overall objective function. Additionally, the current version has some algorithmic limitations that we are in the process of improving before the official release. Krasula, A. Choudhury, S. Malfait, A.

Open Source 260

Open Source Software Engineering Internet Internet 260

Dynatrace

JUNE 28, 2022

Mobile analytics can help organizations optimize their mobile application performance, earning customer accolades and increasing revenue in the process. After investigating, the software engineering team discovered that it wasn’t leveraging application performance monitoring (APM) tooling data to its full potential.

Mobile 246

Mobile Analytics Best Practices Software Engineering 246

Dynatrace

NOVEMBER 7, 2023

Platform engineering is on the rise. According to leading analyst firm Gartner, “80% of software engineering organizations will establish platform teams as internal providers of reusable services, components, and tools for application delivery…” by 2026. Open source logs and metrics take precedence in the monitoring process.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Dynatrace

APRIL 20, 2023

At Dynatrace Perform 2023 , Maciej Pawlowski, senior director of product management for infrastructure monitoring at Dynatrace, and a senior software engineer at a U.K.-based Yet the ability to make decisions regarding value versus cost is prioritized at each stage of log management and analytics processes.

Analytics 246

Analytics Infrastructure Storage Architecture 246

The Netflix TechBlog

JUNE 20, 2024

Data Productivity at Scale Recording Speaker : Iaroslav Zeigerman (Co-Founder and Chief Architect at Tobiko Data) Summary : The development and evolution of data pipelines are hindered by outdated tooling compared to software development.

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

Dynatrace

JULY 18, 2023

As software development grows more complex, managing components using an automated onboarding process becomes increasingly important. Efficient environment configuration at scale One of software engineers’ most significant challenges is managing the numerous tools and technologies required for the software product lifecycle.

Best Practices 246

Best Practices Code Infrastructure Latency 246

Dynatrace

APRIL 18, 2022

Software engineer Taras Tsugrii of Meta (formerly Facebook) paid Keptn a high compliment, saying it feels like a reference implementation of Google’s SRE principles , which are the search giant’s techniques for ensuring the integrity of its sites and services. SLOs are a great way to define what software should do.

Open Source 246

Open Source DevOps Cloud Metrics 246

Dynatrace

FEBRUARY 12, 2024

At the 2024 Dynatrace Perform conference in Las Vegas, Michael Winkler, senior principal product management at Dynatrace, ran a technical session exploring just some of the many ways in which Dynatrace helps to automate the processes around development, releases, and operation. Ortner reviewed the process of solving these issues. “We

Engineering 246

Engineering Development Infrastructure Cloud 246

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. According to recent Dynatrace research , organizations expect to make software updates 58% more frequently in the coming year. What is SRE (site reliability engineering)?

DevOps 246

DevOps Best Practices Innovation Strategy 246

O'Reilly

FEBRUARY 11, 2025

Whether its understanding users needs or understanding how to transform the data, that act of understanding is the heart of the software development process. Remember that iterations in an Agile process arent about fixing bugs; theyre about making sure the resulting software solves the users problem.

Programming 96

Programming Code Software Software 96

Dynatrace

MARCH 6, 2024

” Because of their versatility, teams can use IDPs for all types of software engineering projects, not just those in cloud-native scenarios. This process is vital to an IDP’s effectiveness. . “It makes them more productive. and reduces the complexity of things such as reading a new app or service.

Engineering 264

Engineering Development DevOps Infrastructure 264

DZone

MARCH 13, 2024

As software engineers, we are always striving for high performance and efficiency in our code. One powerful way that can help us accurately measure the performance of our code is a process called benchmarking, and we’ll look at how to use BenchmarkDotNet with our C# code.

Benchmarking 147

Benchmarking Tuning Performance Open Source 147

Dynatrace

MARCH 28, 2023

All such automation is available while your environment is continuously enriched with additional contextual information that connects the responsible teams with your software development process. Any software engineer can search for monitored entities that relate to specific deployments and their respective teams.

Software 246

Software Software Monitoring Software Engineering 246