# devex

DevEx (developer experience) is the systems, technology, processes, tools, culture and work environment that affect software developers' productivity and effectiveness.

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## Starting More Work Is Easy; Finishing and Shipping Valuable Product Work Is Harder

DevFeed: [Starting More Work Is Easy; Finishing and Shipping Valuable Product Work Is Harder](<https://devfeed.tech/articles/starting-vs-finishing-product-engineering-and-weeklin-readings-39825.md>)

Original publisher: [Read original article](<https://refactoring.fm/p/starting-vs-finishing-product-engineering>)

Author: Luca Rossi

Published: 2026-08-10T07:01:19Z

Content type: article

Language: en

Sources: [Refactoring](<https://devfeed.tech/sources/refactoring.md>)

Topics: [Development](<https://devfeed.tech/topics/development.md>), [devex](<https://devfeed.tech/topics/devex.md>), [meetings](<https://devfeed.tech/topics/meetings.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [developers](<https://devfeed.tech/tags/developers.md>), [devex](<https://devfeed.tech/tags/devex.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [meetings](<https://devfeed.tech/tags/meetings.md>), [product-engineering](<https://devfeed.tech/tags/product-engineering.md>)

### AI overview

This newsletter argues that AI can make it easier for engineers to start work while leaving teams with more stalled work and fewer deployments. It presents product engineering as a way to increase the share of valuable work that reaches users by reducing coordination overhead and expanding engineers' ownership of the product loop.

### Source excerpt

Monday Ideas -- Edition #220

## Developer productivity insights platforms (DPIP) measure dashboards. Your DevEx problem is bigger Than that.

DevFeed: [Developer productivity insights platforms (DPIP) measure dashboards. Your DevEx problem is bigger Than that.](<https://devfeed.tech/articles/developer-productivity-insights-platforms-dpip-measure-dashboards-your-devex-problem-is-bigger-than-that-12207.md>)

Original publisher: [Read original article](<https://www.port.io/blog/developer-productivity-insights-platforms-dpip-measure-dashboards>)

Author: Zohar Einy

Published: 2026-07-30T11:28:55Z

Content type: opinion

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [code productivity](<https://devfeed.tech/topics/code-productivity.md>), [devex](<https://devfeed.tech/topics/devex.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [developer-productivity](<https://devfeed.tech/topics/developer-productivity.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [developer-productivity](<https://devfeed.tech/tags/developer-productivity.md>), [devex](<https://devfeed.tech/tags/devex.md>), [devops](<https://devfeed.tech/tags/devops.md>), [llm](<https://devfeed.tech/tags/llm.md>), [measurements](<https://devfeed.tech/tags/measurements.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [migration](<https://devfeed.tech/tags/migration.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>)

### AI overview

This developer article argues that Developer Productivity Insight Platforms (DPIP) should extend beyond measuring engineering time, resources, effectiveness, and delivery progress. It says dashboards and metrics are insufficient without workflows and self-service actions that help developers resolve identified problems. The article also highlights platform convergence, CI/CD integrations, agentic solutions, LLM support, resource optimization, and data migration, arguing that enterprise engineering needs an end-to-end platform connecting insight to action.

### Source excerpt

Gartner defines DPIP as solutions that provide software engineering leaders with data-driven insights into their teams' use of time, resources, operational effectiveness and progress on deliverables.

## Why Platform Engineers Need Developer Feedback

DevFeed: [Why Platform Engineers Need Developer Feedback](<https://devfeed.tech/articles/why-platform-engineers-need-developer-feedback-12315.md>)

Original publisher: [Read original article](<https://www.port.io/blog/why-platform-engineers-need-your-direct-feedback>)

Author: John Crowley

Published: 2026-07-30T10:39:13Z

Content type: article

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [devex](<https://devfeed.tech/topics/devex.md>), [code productivity](<https://devfeed.tech/topics/code-productivity.md>), [dora metrics](<https://devfeed.tech/topics/dora-metrics.md>), [sdlc](<https://devfeed.tech/topics/sdlc.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Automation](<https://devfeed.tech/topics/automation.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [devex](<https://devfeed.tech/tags/devex.md>), [dora-metrics](<https://devfeed.tech/tags/dora-metrics.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [productivity](<https://devfeed.tech/tags/productivity.md>), [sdlc](<https://devfeed.tech/tags/sdlc.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

The article explains why platform engineering teams need systematic, direct developer feedback to improve developer experience, reduce friction, and increase engineering performance. It recommends combining qualitative feedback about engineers' experiences with quantitative signals such as DORA metrics and other SDLC measures.

### Source excerpt

Understand why platform engineers need direct feedback to improve developer experience, optimize workflows, and align platforms with real needs.

## How to create a developer experience survey: The ultimate guide

DevFeed: [How to create a developer experience survey: The ultimate guide](<https://devfeed.tech/articles/how-to-create-a-developer-experience-survey-the-ultimate-guide-12235.md>)

Original publisher: [Read original article](<https://www.port.io/blog/how-to-create-a-developer-experience-survey>)

Author: Sooraj Shah

Published: 2026-07-22T12:04:29Z

Content type: tutorial

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [code productivity](<https://devfeed.tech/topics/code-productivity.md>), [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [sdlc](<https://devfeed.tech/topics/sdlc.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [article](<https://devfeed.tech/tags/article.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-productivity](<https://devfeed.tech/tags/developer-productivity.md>), [developers](<https://devfeed.tech/tags/developers.md>), [development](<https://devfeed.tech/tags/development.md>), [devex](<https://devfeed.tech/tags/devex.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [onboarding](<https://devfeed.tech/tags/onboarding.md>), [productivity](<https://devfeed.tech/tags/productivity.md>), [research](<https://devfeed.tech/tags/research.md>), [sdlc](<https://devfeed.tech/tags/sdlc.md>), [software](<https://devfeed.tech/tags/software.md>), [tooling](<https://devfeed.tech/tags/tooling.md>)

### AI overview

This guide explains how to create a developer experience survey and use the results to identify challenges, improve onboarding and tooling, reduce SDLC bottlenecks, and prioritize capabilities for a developer portal. It emphasizes combining survey feedback with qualitative and quantitative measures of developer productivity.

### Source excerpt

A developer experience survey helps you to know exactly what features and capabilities you need for your platform and portal

## Meet Engineering 360: Your hub for developer experience

DevFeed: [Meet Engineering 360: Your hub for developer experience](<https://devfeed.tech/articles/meet-engineering-360-your-hub-for-developer-experience-12261.md>)

Original publisher: [Read original article](<https://www.port.io/blog/meet-engineering360-developer-experience>)

Author: Roi Talpaz

Published: 2026-07-22T11:34:04Z

Content type: article

Language: en

Sources: [Developer Experience & Platform Engineering Blog | Port](<https://devfeed.tech/sources/developer-experience-platform-engineering-blog-port.md>)

Topics: [internal developer portal](<https://devfeed.tech/topics/internal-developer-portal.md>), [devex](<https://devfeed.tech/topics/devex.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [dora metrics](<https://devfeed.tech/topics/dora-metrics.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [Tech Debt](<https://devfeed.tech/topics/tech-debt.md>)

Tags: [automation](<https://devfeed.tech/tags/automation.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-tools](<https://devfeed.tech/tags/developer-tools.md>), [devex](<https://devfeed.tech/tags/devex.md>), [dora-metrics](<https://devfeed.tech/tags/dora-metrics.md>), [internal-developer-portal](<https://devfeed.tech/tags/internal-developer-portal.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [tech-debt](<https://devfeed.tech/tags/tech-debt.md>)

### AI overview

Engineering 360 is presented as a hub for developer experience that combines engineering intelligence, surveys, quantitative metrics such as DORA, and an internal developer portal. It aims to help platform and engineering teams identify friction, prioritize improvements, automate resolutions, and measure outcomes.

### Source excerpt

We launched Engineering 360 to help engineering organizations close that loop: to gather insights, prioritize efforts, and turn feedback into visible outcomes.

## 5 pitfalls to avoid when measuring DevEx in the AI era

DevFeed: [5 pitfalls to avoid when measuring DevEx in the AI era](<https://devfeed.tech/articles/5-pitfalls-to-avoid-when-measuring-devex-in-the-ai-era-2264.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/devex-measurement-pitfalls-ai-era/>)

Author: Candace Shamieh; Teddy Gesbert

Published: 2026-06-30T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [code productivity](<https://devfeed.tech/topics/code-productivity.md>), [engineering-leadership](<https://devfeed.tech/topics/engineering-leadership.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Code review](<https://devfeed.tech/topics/code-review.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-adoption](<https://devfeed.tech/tags/ai-adoption.md>), [ai-impact](<https://devfeed.tech/tags/ai-impact.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [ci-visibility](<https://devfeed.tech/tags/ci-visibility.md>), [collaboration](<https://devfeed.tech/tags/collaboration.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [devex](<https://devfeed.tech/tags/devex.md>), [devops](<https://devfeed.tech/tags/devops.md>), [dora-metrics](<https://devfeed.tech/tags/dora-metrics.md>), [engineering-management](<https://devfeed.tech/tags/engineering-management.md>), [internal-developer-portal](<https://devfeed.tech/tags/internal-developer-portal.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [performance](<https://devfeed.tech/tags/performance.md>), [productivity](<https://devfeed.tech/tags/productivity.md>), [review](<https://devfeed.tech/tags/review.md>), [software-delivery](<https://devfeed.tech/tags/software-delivery.md>), [test-optimization](<https://devfeed.tech/tags/test-optimization.md>)

### AI overview

This article examines common pitfalls in measuring developer experience during the AI era. It argues that individual output metrics, including token consumption, lines of code, pull request counts, commits, and story points, can undermine trust and collaboration when treated as measures of personal productivity.

### Source excerpt

Don't mistake AI adoption for productivity. Learn how to avoid 5 common pitfalls when measuring DevEx, with practices from Datadog engineering

## Backstage in Atlanta: Highlights from BackstageCon and KubeCon + CloudNativeCon North America 2025

DevFeed: [Backstage in Atlanta: Highlights from BackstageCon and KubeCon + CloudNativeCon North America 2025](<https://devfeed.tech/articles/backstage-in-atlanta-highlights-from-backstagecon-and-kubecon-cloudnativecon-north-america-2025-12113.md>)

Original publisher: [Read original article](<https://backstage.io/blog/2025/11/25/backstagecon-kubecon-25-atlanta>)

Author: Kate Klymkovska, Spotify & André Wanlin, Spotify

Published: 2025-11-25T00:00:00Z

Content type: article

Language: en

Sources: [Backstage Software Catalog and Developer Platform Blog](<https://devfeed.tech/sources/backstage-software-catalog-and-developer-platform-blog.md>)

Topics: [Backstage](<https://devfeed.tech/topics/backstage.md>), [devex](<https://devfeed.tech/topics/devex.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Maintainers](<https://devfeed.tech/topics/maintainers.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [backstage](<https://devfeed.tech/tags/backstage.md>), [cncf](<https://devfeed.tech/tags/cncf.md>), [conference](<https://devfeed.tech/tags/conference.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-portal](<https://devfeed.tech/tags/developer-portal.md>), [devex](<https://devfeed.tech/tags/devex.md>), [idp](<https://devfeed.tech/tags/idp.md>), [internal-developer-platform](<https://devfeed.tech/tags/internal-developer-platform.md>), [kubecon](<https://devfeed.tech/tags/kubecon.md>), [maintainers](<https://devfeed.tech/tags/maintainers.md>), [net](<https://devfeed.tech/tags/net.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [security](<https://devfeed.tech/tags/security.md>), [software-catalog](<https://devfeed.tech/tags/software-catalog.md>), [software-templates](<https://devfeed.tech/tags/software-templates.md>), [techdocs](<https://devfeed.tech/tags/techdocs.md>)

### AI overview

A recap of BackstageCon and KubeCon + CloudNativeCon North America 2025 in Atlanta, covering Backstage talks, community activities, adoption and scaling discussions, governance, deployment models, and selected use cases. It also notes the release of the New Frontend System and work toward an AI-Native Backstage.

### Source excerpt

Backstage in Atlanta: Highlights from BackstageCon and KubeCon + CloudNativeCon North America 2025

## Transforming Developer Experience: Lessons from Building a Platform Team

DevFeed: [Transforming Developer Experience: Lessons from Building a Platform Team](<https://devfeed.tech/articles/transforming-developer-experience-lessons-from-building-a-platform-team-39968.md>)

Original publisher: [Read original article](<https://mende.io/talks/transforming-developer-experience/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2025-07-10T00:00:00Z

Content type: opinion

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [code productivity](<https://devfeed.tech/topics/code-productivity.md>)

Tags: [cognitive-load](<https://devfeed.tech/tags/cognitive-load.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [platform](<https://devfeed.tech/tags/platform.md>), [productivity](<https://devfeed.tech/tags/productivity.md>), [strategies](<https://devfeed.tech/tags/strategies.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

A talk about founding and running a Developer Experience team within a hypergrowth startup from 2021 to 2023. It covers team selection, building a high-performing group, task prioritization, cross-department collaboration, challenges, mistakes, and lessons learned.

### Source excerpt

Creating a superior developer experience is key to motivating and streamlining engineering teams, serving as a strategic pillar for business success. Focus areas include optimizing workflow, reducing cognitive load, and establishing efficient feedback loops. As technology grows more complex, achieving these becomes increasingly challenging.

## May the LLM be with You - On Planes and German Trains

DevFeed: [May the LLM be with You - On Planes and German Trains](<https://devfeed.tech/articles/may-the-llm-be-with-you-on-planes-and-german-trains-39928.md>)

Original publisher: [Read original article](<https://mende.io/blog/may-the-llm-be-with-you-on-planes-and-german-trains/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-12-30T05:00:00Z

Content type: opinion

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [LLMs](<https://devfeed.tech/topics/llms.md>), [devex](<https://devfeed.tech/topics/devex.md>), [Development](<https://devfeed.tech/topics/development.md>), [Refactoring](<https://devfeed.tech/topics/refactoring.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [Docker Compose](<https://devfeed.tech/topics/docker-compose.md>), [nginx](<https://devfeed.tech/topics/nginx.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-develo](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-develo.md>), [backend](<https://devfeed.tech/tags/backend.md>), [devex](<https://devfeed.tech/tags/devex.md>), [docker-compose](<https://devfeed.tech/tags/docker-compose.md>), [grpc](<https://devfeed.tech/tags/grpc.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [llm](<https://devfeed.tech/tags/llm.md>), [nginx](<https://devfeed.tech/tags/nginx.md>), [refactoring](<https://devfeed.tech/tags/refactoring.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

### AI overview

This personal developer account explores using local LLMs for software development when internet access is unavailable or data-privacy concerns prevent using cloud tools. It describes refactoring backend services and replacing an unused gateway in a Docker Compose setup while traveling offline.

### Source excerpt

May the LLM be with You - On Planes and German Trains This might be the unofficial seventh part of the "AI for DevEx" series. LLM tools are a great help during the entire software development process. But what if we are offline or if data privacy concerns disallow using ChatGPT and similar tools?

## LLMs for General Productivity Improvements (AI for DevEx, Part 6)

DevFeed: [LLMs for General Productivity Improvements (AI for DevEx, Part 6)](<https://devfeed.tech/articles/llms-for-general-productivity-improvements-ai-for-devex-part-6-39924.md>)

Original publisher: [Read original article](<https://mende.io/blog/llms-for-general-productivity-improvements-ai-for-devex-part-6/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-12-23T05:00:00Z

Content type: article

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [devex](<https://devfeed.tech/topics/devex.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [developers](<https://devfeed.tech/tags/developers.md>), [llms](<https://devfeed.tech/tags/llms.md>), [productivity](<https://devfeed.tech/tags/productivity.md>)

### AI overview

The sixth part of an AI for DevEx series presents examples of how large language models can support engineers' everyday productivity. It discusses using ChatGPT to find concise answers to common developer questions, including Bash, cloud storage, and TypeScript Node requests.

### Source excerpt

LLMs for General Productivity Improvements (AI for DevEx, Part 6) Welcome to part 6 of AI for DevEx. In this last part of the series, I will give some inspiration on how AI, namely LLMs, can help engineers with their everyday tasks.

## How AI Improves Collaboration and Communication (AI for DevEx, Part 4)

DevFeed: [How AI Improves Collaboration and Communication (AI for DevEx, Part 4)](<https://devfeed.tech/articles/how-ai-improves-collaboration-and-communication-ai-for-devex-part-4-39909.md>)

Original publisher: [Read original article](<https://mende.io/blog/how-ai-improves-collaboration-and-communication-ai-for-devex-part-4/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-12-09T05:00:00Z

Content type: opinion

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [devex](<https://devfeed.tech/topics/devex.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>), [meetings](<https://devfeed.tech/topics/meetings.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity.md>), [audio](<https://devfeed.tech/tags/audio.md>), [devex](<https://devfeed.tech/tags/devex.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [meetings](<https://devfeed.tech/tags/meetings.md>), [remote](<https://devfeed.tech/tags/remote.md>), [slack](<https://devfeed.tech/tags/slack.md>), [zoom](<https://devfeed.tech/tags/zoom.md>)

### AI overview

This fourth article in the AI for DevEx series examines how AI tools can support synchronous and asynchronous communication, collaboration, meeting participation, scheduling, and documentation. It discusses capabilities including noise cancellation, speech analysis, transcription, call summaries, meeting notes, and calendar management.

### Source excerpt

How AI Improves Collaboration and Communication (AI for DevEx, Part 4) Welcome to part 4 of AI for DevEx. In this article, we will explore how AI can help us improve how we communicate synchronously and asynchronously, how we collaborate, and how it can even increase the value of documentation.

## How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3)

DevFeed: [How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3)](<https://devfeed.tech/articles/how-testing-and-quality-assurance-change-through-ai-ai-for-devex-part-3-39912.md>)

Original publisher: [Read original article](<https://mende.io/blog/how-testing-and-quality-assurance-change-through-ai-ai-for-devex-part-3/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-12-02T05:00:00Z

Content type: tutorial

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [Testing](<https://devfeed.tech/topics/testing.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Playwright](<https://devfeed.tech/topics/playwright.md>), [devex](<https://devfeed.tech/topics/devex.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-craft](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-software-craft.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [playwright](<https://devfeed.tech/tags/playwright.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

This third part of the AI for DevEx series examines how artificial intelligence can support software testing and quality assurance. It discusses generating unit and integration test cases, early-stage AI solutions for automated UI and end-to-end testing, and research into Playwright-based tools.

### Source excerpt

How Testing and Quality Assurance Change Through AI (AI for DevEx, Part 3) Part 3 of the AI for DevEx series examines testing and quality assurance. It builds on Part 1, where we saw how AI and Large Language Models can assist in coding. We focused on how AI can generate test cases for unit and integration tests there.

## Custom GPTs as a Developer Companion (AI for DevEx, Part 2)

DevFeed: [Custom GPTs as a Developer Companion (AI for DevEx, Part 2)](<https://devfeed.tech/articles/custom-gpts-as-a-developer-companion-ai-for-devex-part-2-39887.md>)

Original publisher: [Read original article](<https://mende.io/blog/custom-gpts-as-a-developer-companion-ai-for-devex-part-2/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-11-25T05:00:00Z

Content type: tutorial

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [devex](<https://devfeed.tech/topics/devex.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [Code](<https://devfeed.tech/topics/code.md>), [Java](<https://devfeed.tech/topics/java.md>), [Spring Boot](<https://devfeed.tech/topics/spring-boot.md>), [Gradle](<https://devfeed.tech/topics/gradle.md>), [API](<https://devfeed.tech/topics/api.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Amazon S3](<https://devfeed.tech/topics/amazon-s3.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-engineering-exc](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity-engineering-exc.md>), [apis](<https://devfeed.tech/tags/apis.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [code](<https://devfeed.tech/tags/code.md>), [developer](<https://devfeed.tech/tags/developer.md>), [developers](<https://devfeed.tech/tags/developers.md>), [devex](<https://devfeed.tech/tags/devex.md>), [gradle](<https://devfeed.tech/tags/gradle.md>), [java](<https://devfeed.tech/tags/java.md>), [openai](<https://devfeed.tech/tags/openai.md>), [spring-boot](<https://devfeed.tech/tags/spring-boot.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

This tutorial explains how custom GPTs can support developer workflows by combining instructions, uploaded knowledge, and APIs with project-specific context. It demonstrates creating a custom GPT named "Spring Buddy" for a fictional Java, Spring Boot, Gradle, Spock, AWS EKS, AWS S3, and PostgreSQL project.

### Source excerpt

Custom GPTs as a Developer Companion (AI for DevEx, Part 2) Part 2 of "AI for DevEx" focuses on the new GPTs announced by OpenAI on November 6th and how they can enhance the experience for developers.

## Writing and Improving Code with AI (AI for DevEx, Part 1)

DevFeed: [Writing and Improving Code with AI (AI for DevEx, Part 1)](<https://devfeed.tech/articles/writing-and-improving-code-with-ai-ai-for-devex-part-1-39962.md>)

Original publisher: [Read original article](<https://mende.io/blog/writing-and-improving-code-with-ai-ai-for-devex-part-1/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-11-18T05:00:00Z

Content type: tutorial

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [AI Development](<https://devfeed.tech/topics/ai-development.md>), [devex](<https://devfeed.tech/topics/devex.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Code](<https://devfeed.tech/topics/code.md>), [GitHub Copilot](<https://devfeed.tech/topics/github-copilot.md>), [Go](<https://devfeed.tech/topics/go.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-devex-artificial-intelligence-developer-experience-developer-productivity](<https://devfeed.tech/tags/ai-for-devex-artificial-intelligence-developer-experience-developer-productivity.md>), [code](<https://devfeed.tech/tags/code.md>), [devex](<https://devfeed.tech/tags/devex.md>), [github-copilot](<https://devfeed.tech/tags/github-copilot.md>), [go](<https://devfeed.tech/tags/go.md>)

### AI overview

This article examines how AI tools based on large language models can support developer experience and productivity, focusing on writing and improving code. It discusses ChatGPT, GitHub Copilot, and AWS CodeWhisperer for code generation, expanded autocompletion, and creating Go implementations from test cases.

### Source excerpt

Writing and Improving Code with AI (AI for DevEx, Part 1) Artificial intelligence (AI) is here to stay. It's become a part of our daily lives through ChatGPT, Midjourney, or even the occasional frustrating chatbot. Despite their imperfections and the mix of risks and opportunities they present, AI tools are transforming the way we create, manage, and improve software.

## Improving Developer Experience, Level 3: The Triad of Clarity, Focus, and Flow

DevFeed: [Improving Developer Experience, Level 3: The Triad of Clarity, Focus, and Flow](<https://devfeed.tech/articles/improving-developer-experience-level-3-the-triad-of-clarity-focus-and-flow-39917.md>)

Original publisher: [Read original article](<https://mende.io/blog/improving-developer-experience-level-3-the-triad-of-clarity-focus-and-flow/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-08-26T04:00:00Z

Content type: opinion

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Development](<https://devfeed.tech/topics/development.md>), [iteration](<https://devfeed.tech/topics/iteration.md>)

Tags: [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [developer-experience-developer-productivity-engineering-excellence](<https://devfeed.tech/tags/developer-experience-developer-productivity-engineering-excellence.md>), [engineering-excellence](<https://devfeed.tech/tags/engineering-excellence.md>), [flow](<https://devfeed.tech/tags/flow.md>), [focus](<https://devfeed.tech/tags/focus.md>), [loops](<https://devfeed.tech/tags/loops.md>), [sync](<https://devfeed.tech/tags/sync.md>)

### AI overview

This article examines clarity, focus, and flow as connected dimensions of developer experience. It discusses purpose-driven development, defined outcomes, iterative feedback, and autonomy as ways to improve engineering work.

### Source excerpt

Improving Developer Experience, Level 3: The Triad of Clarity, Focus, and Flow Last week, we delved deep into "Belonging, Collaboration, and Communication". Further up in the Maslow Pyramid of DevEx, we have the factors that affect focus, clarity, and flow. This article will explore how we can improve those factors.

## Maslow's Hierarchy of Needs -- DevEx Edition

DevFeed: [Maslow's Hierarchy of Needs -- DevEx Edition](<https://devfeed.tech/articles/maslow-s-hierarchy-of-needs-devex-edition-39927.md>)

Original publisher: [Read original article](<https://mende.io/blog/maslows-hierarchy-of-needs-devex-edition/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-07-08T04:00:00Z

Content type: article

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [context](<https://devfeed.tech/topics/context.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [creativity](<https://devfeed.tech/tags/creativity.md>), [culture-developer-experience-developer-productivity-engineering-leadership-engineering-excellenc](<https://devfeed.tech/tags/culture-developer-experience-developer-productivity-engineering-leadership-engineering-excellenc.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [devex](<https://devfeed.tech/tags/devex.md>), [leadership](<https://devfeed.tech/tags/leadership.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

This article adapts Maslow's hierarchy of needs as a framework for prioritizing developer experience investments. It argues that more basic developer experience needs should be addressed before higher-level concerns and draws on a 2022 paper identifying 25 key factors, or 26 factors as listed in the article.

### Source excerpt

Maslow's Hierarchy of Needs -- DevEx Edition Do you know how to prioritize your developer experience investments? You might have read about the three dimensions and 25+ factors of developer experience (see below). But what to do about that? -- Maslow's hierarchy of needs gives the answer.

## Developer Experience at Risk: Red Flags for Engineering Leaders

DevFeed: [Developer Experience at Risk: Red Flags for Engineering Leaders](<https://devfeed.tech/articles/developer-experience-at-risk-red-flags-for-engineering-leaders-39895.md>)

Original publisher: [Read original article](<https://mende.io/blog/developer-experience-at-risk-red-flags-for-engineering-leaders/>)

Author: tobi@techunicorn.builders (Tobias Mende)

Published: 2023-06-17T05:00:00Z

Content type: opinion

Language: en

Sources: [Tobias Mende](<https://devfeed.tech/sources/tobias-mende.md>)

Topics: [devex](<https://devfeed.tech/topics/devex.md>), [Developer experience](<https://devfeed.tech/topics/developer-experience.md>), [Risk](<https://devfeed.tech/topics/risk.md>), [Tech Lead](<https://devfeed.tech/topics/tech-lead.md>)

Tags: [culture-developer-experience-developer-productivity-engineering-excellence](<https://devfeed.tech/tags/culture-developer-experience-developer-productivity-engineering-excellence.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [devex](<https://devfeed.tech/tags/devex.md>), [risk](<https://devfeed.tech/tags/risk.md>), [tech-lead](<https://devfeed.tech/tags/tech-lead.md>), [tooling](<https://devfeed.tech/tags/tooling.md>)

### AI overview

The article identifies warning signs that engineering leaders may be neglecting developer experience, focusing on engineers' behavior and coping strategies. It discusses job crafting and the risk that excessive work outside assigned roles can delay product evolution and create delivery pressure.

### Source excerpt

Developer Experience at Risk: Red Flags for Engineering Leaders Developer Experience is the most important driver behind productivity, engagement, and job satisfaction. Therefore, improving the perceived experience of their engineers should be the top priority for engineering leaders at all levels.