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AI, ML & Data Engineering

AI, ML, and Data Engineering InfoQ Trends Report—August 2022

In this annual report, the InfoQ editors discuss the current state of AI, ML, and data engineering and what emerging trends you as a software engineer, architect, or data scientist should watch. We curate our discussions into a technology adoption curve with supporting commentary to help you understand how things are evolving.

Srini Penchikala Dr Einat Orr Rags Srinivas Roland Meertens Anthony Alford Daniel Dominguez
on Aug 02, 2022
DevOps

DevOps and Cloud InfoQ Trends Report – June 2022

This article summarizes how we see the "cloud computing and DevOps" space in 2022, which focuses on fundamental infrastructure and operational patterns, the realization of patterns in technology frameworks, and the design processes and skills that a software architect or engineer must cultivate.

Steef-Jan Wiggers Matt Campbell Lena Hall Renato Losio Daniel Bryant Feynman Zhou Mostafa Radwan Shaaron A Alvares
on Jun 21, 2022
Culture & Methods

Adaptability by Agreement: Valuing Outcomes over Imposed Solutions

In the pursuit of agile at scale, the landscape is dominated by process-driven approaches which are broken. This article explores a solution-driven rollout approach, one that puts authentic agreement on outcomes before solutions. The principles on which it is based are also effective as leadership strategies, where frameworks are resources to draw upon as people find fitting solutions.

Mike Burrows
on May 20, 2022
Architecture & Design

Software Architecture and Design InfoQ Trends Report—April 2022

An overview of how the InfoQ editorial team sees the Software Architecture and Design topic evolving in 2022, with a focus on what architects are designing for today.

Thomas Betts Eran Stiller Vasco Veloso Daniel Bryant Sarah Wells
on Apr 04, 2022
Culture & Methods

InfoQ Culture & Methods Trends Report - March 2022

The culture and methods trends report for 2022 shows that organizations, teams, and individuals face challenges on multiple fronts. Tackling hybrid work, the impact of the great resignation, wellness, diversity, and inclusion are topics that leaders need to address head-on to build creative and collaborative cultures

Shane Hastie Sandy Mamoli Douglas Talbot Ben Linders Craig Smith Rafiq Gemmail Shaaron A Alvares
on Mar 31, 2022
Mobile

InfoQ Mobile and IoT Trends Report 2022

This report summarizes the views of the InfoQ editorial team and of several practitioners from the software industry about emerging trends in a number of areas that we collectively label the mobile and IoT space. This is a rather heterogeneous space comprising devices and gadgets from smartphones to smart watches, from IoT appliances to smart glasses, voice-driven assistants, and so on.

Sergio De Simone Abhijith Krishnappa Tridib Bolar
on Feb 21, 2022
Development

The Major Software Industry Trends from 2021 and What to Watch in 2022

In this podcast summary Thomas Betts, Wes Reisz, Shane Hastie, Charles Humble, Srini Penchikala, and Daniel Bryant discuss what they have seen in 2021 and speculate a little on what they hope to see in 2022. Topics explored included: hybrid working and the importance of ethics and sustainability within technology.

Daniel Bryant Wesley Reisz Thomas Betts Charles Humble Shane Hastie Srini Penchikala
on Jan 19, 2022
Java

Java InfoQ Trends Report—December 2021

This article provides a summary of how the InfoQ Java editorial team and various Java Champions currently see the adoption of technology and emerging trends within the Java and JVM space in 2021.

Michael Redlich Ben Evans Erik Costlow Johan Janssen Karsten Silz Monica Beckwith Ana-Maria Mihalceanu Reza Rahman Simon Ritter
on Jan 07, 2022
Culture & Methods

How to Decide in Self-Managed Projects - a Lean Approach to Governance

Whether self-managed or self-governed as a project, the power still needs to be distributed internally. If the project is open to decide how things are done, how do we decide? A solid but flexible set of tools and practices like sociocracy is a great starting point for projects to have clear but lean processes that can grow as we grow.

Ted Rau
on Sep 30, 2021
Culture & Methods

How Tech Leaders Can Leverage Their Mentoring and Teaching with Coaching

You may have heard about coaching and wondered what it entails and how you might incorporate it into your role. Do you need to have “coach” as part of your job description in order to use coaching skills? This article defines coaching and shows how anybody can use it in their role. It also shows how coaching can be incorporated into management and technical leadership roles as examples.

Damon Poole
on Sep 01, 2021
AI, ML & Data Engineering

AI, ML and Data Engineering InfoQ Trends Report - August 2021

How AI, ML and Data Engineering are evolving in 2021 as seen by the InfoQ editorial team. Topics discussed include deep learning, edge deployment of machine learning algorithms, commercial robot platforms, GPU and CUDA programming, natural language processing and GPT-3, MLOps, and AutoML.

Roland Meertens Kimberly McGuire Srini Penchikala Rags Srinivas Anthony Alford
on Aug 09, 2021
Culture & Methods

How to Recognise and Reduce HumanDebt

We know TechDebt is bad; chances are HumanDebt is worse, and once you’ve seen it, you can’t “unsee” or ignore it. What is now needed is a focus on the humans who do the work. Psychological safety in teams is key. The “people work” -both at an individual, but especially at a team level- is the key to sustainability and growth of high-performing tech teams.

Duena Blomstrom
on Aug 06, 2021