# Interview

Published articles for Interview.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Reduce time-to-hire for quality candidates with AI-powered Amazon Connect Talent

DevFeed: [Reduce time-to-hire for quality candidates with AI-powered Amazon Connect Talent](<https://devfeed.tech/articles/reduce-time-to-hire-for-quality-candidates-with-ai-powered-amazon-connect-talent-42133.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/machine-learning/reduce-time-to-hire-for-quality-candidates-with-ai-powered-amazon-connect-talent/>)

Author: Ayesha Borker

Published: 2026-09-17T17:55:20Z

Content type: release

Language: en

Sources: [Artificial Intelligence](<https://devfeed.tech/sources/artificial-intelligence.md>)

Topics: [Amazon Connect](<https://devfeed.tech/topics/amazon-connect.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [data](<https://devfeed.tech/topics/data.md>), [Requirements](<https://devfeed.tech/topics/requirements.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [amazon-connect](<https://devfeed.tech/tags/amazon-connect.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [dashboard](<https://devfeed.tech/tags/dashboard.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [hiring](<https://devfeed.tech/tags/hiring.md>), [interview](<https://devfeed.tech/tags/interview.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>)

### AI overview

Amazon launches Amazon Connect Talent, an AI hiring solution for scaled talent acquisition. It supports AI-led interviews, data-driven assessments, consistent evaluation, recruiter-configured criteria, and transparent candidate scoring while keeping recruiters in control of final hiring decisions.

### Source excerpt

Amazon Connect Talent is an AI hiring solution built for talent acquisition leaders managing scaled hiring. It delivers AI-led interviews, data-driven assessments, and consistent evaluation, helping recruiters identify strong candidates more efficiently while providing applicants with a flexible interview experience. Informed by decades of Amazon's hiring science, Amazon Connect Talent provides transparency for every assessment, interview, and candidate score, enabling recruiters to stay in control of final hiring decisions.

## Meet Jos Roseboom

DevFeed: [Meet Jos Roseboom](<https://devfeed.tech/articles/meet-jos-roseboom-21985.md>)

Original publisher: [Read original article](<https://vladmihalcea.com/meet-jos-roseboom/>)

Author: vladmihalcea

Published: 2026-09-11T04:23:25Z

Content type: article

Language: en

Sources: [Vlad Mihalcea](<https://devfeed.tech/sources/vlad-mihalcea.md>)

Topics: [Java](<https://devfeed.tech/topics/java.md>), [Spring Framework](<https://devfeed.tech/topics/spring-framework.md>), [Spring Boot](<https://devfeed.tech/topics/spring-boot.md>), [Jakarta EE](<https://devfeed.tech/topics/jakarta-ee.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [article](<https://devfeed.tech/tags/article.md>), [blog](<https://devfeed.tech/tags/blog.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [framework](<https://devfeed.tech/tags/framework.md>), [hibernate](<https://devfeed.tech/tags/hibernate.md>), [interview](<https://devfeed.tech/tags/interview.md>), [jakarta-ee](<https://devfeed.tech/tags/jakarta-ee.md>), [java](<https://devfeed.tech/tags/java.md>), [jpa](<https://devfeed.tech/tags/jpa.md>), [performance](<https://devfeed.tech/tags/performance.md>), [performance-tuning](<https://devfeed.tech/tags/performance-tuning.md>), [spring](<https://devfeed.tech/tags/spring.md>), [spring-boot](<https://devfeed.tech/tags/spring-boot.md>)

### AI overview

An interview with Jos Roseboom about JPA and Hibernate performance tuning, based on his JavaZone talk. He describes production incidents involving exhausted database connections and excessive queries caused by fetching entities and following associations.

### Source excerpt

JavaZone 2026 At the beginning of September, I participated in JavaZone for the third time and had the privilege of meeting a lot of passionate software developers willing to share their knowledge with the community. In the first conference day, I attended a very good talk about JPA performance tuning that was delivered by Jos Roseboom and since I enjoyed his talk, I proposed him to gave an interview for this blog. Therefore, in this article we have the pleasure of getting to know Jos and take opportunity of learning about Spring... Read More The post Meet Jos Roseboom appeared first on Vlad Mihalcea.

## Museas & Astronoma On Apple Vision Pro Support Curiosity & Discovery

DevFeed: [Museas & Astronoma On Apple Vision Pro Support Curiosity & Discovery](<https://devfeed.tech/articles/museas-astronoma-on-apple-vision-pro-support-curiosity-discovery-17292.md>)

Original publisher: [Read original article](<https://www.uploadvr.com/museas-astronoma-on-apple-vision-pro-support-curiosity-discovery/>)

Author: Laura Mingail

Published: 2026-09-07T23:28:57Z

Content type: article

Language: en

Sources: [UploadVR](<https://devfeed.tech/sources/uploadvr.md>)

Topics: [3D](<https://devfeed.tech/topics/3d.md>), [App](<https://devfeed.tech/topics/app.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [apple](<https://devfeed.tech/tags/apple.md>), [apps](<https://devfeed.tech/tags/apps.md>), [art](<https://devfeed.tech/tags/art.md>), [design](<https://devfeed.tech/tags/design.md>), [discovery](<https://devfeed.tech/tags/discovery.md>), [education](<https://devfeed.tech/tags/education.md>), [exploration](<https://devfeed.tech/tags/exploration.md>), [interview](<https://devfeed.tech/tags/interview.md>), [learning](<https://devfeed.tech/tags/learning.md>), [science](<https://devfeed.tech/tags/science.md>), [technologies](<https://devfeed.tech/tags/technologies.md>), [vision](<https://devfeed.tech/tags/vision.md>)

### AI overview

An interview with Miguel Garcia Gonzalez examines how the Apple Vision Pro apps Museas and Astronoma use immersive design, real-world source material, and selective 3D presentation to encourage curiosity and exploration of art and science.

### Source excerpt

What makes exploring art and science in spatial apps so compelling? We look at Apple Vision Pro apps Museas and Astronoma to learn how to design for curiosity and discovery.

## Strategically making Star Wars Zero Company, ft. Greg Foertsch

DevFeed: [Strategically making Star Wars Zero Company, ft. Greg Foertsch](<https://devfeed.tech/articles/strategically-making-star-wars-zero-company-ft-greg-foertsch-15098.md>)

Original publisher: [Read original article](<https://www.gamedeveloper.com/production/strategically-making-star-wars-zero-company-ft-greg-foertsch>)

Author: Game Developer Podcast

Published: 2026-09-04T14:15:00Z

Content type: article

Language: en

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

Topics: [Development](<https://devfeed.tech/topics/development.md>), [Game Development](<https://devfeed.tech/topics/game-development.md>)

Tags: [developer](<https://devfeed.tech/tags/developer.md>), [developers](<https://devfeed.tech/tags/developers.md>), [development](<https://devfeed.tech/tags/development.md>), [game-development](<https://devfeed.tech/tags/game-development.md>), [games](<https://devfeed.tech/tags/games.md>), [interview](<https://devfeed.tech/tags/interview.md>), [podcast](<https://devfeed.tech/tags/podcast.md>)

### AI overview

A podcast interview with Bit Reactor CEO and creative director Greg Foertsch about developing Star Wars Zero Company, including team involvement in game development and the use of in-game cameras.

### Source excerpt

Bit Reactor CEO and Star Wars Zero Company creative director Greg Foertsch discusses the development of the latest adventure from the world of Star Wars.

## Why Strong Candidates Are Rejected in Big Tech Interviews

DevFeed: [Why Strong Candidates Are Rejected in Big Tech Interviews](<https://devfeed.tech/articles/your-interview-went-well-you-still-got-rejected-here-s-why-39808.md>)

Original publisher: [Read original article](<https://newsletter.bigtechcareers.com/p/your-interview-went-well-you-still>)

Author: Prasad Rao

Published: 2026-09-03T16:22:55Z

Content type: opinion

Language: en

Sources: [Big Tech Careers](<https://devfeed.tech/sources/big-tech-careers.md>)

Topics: [Tech Careers](<https://devfeed.tech/topics/tech-careers.md>), [decision-making](<https://devfeed.tech/topics/decision-making.md>)

Tags: [careers](<https://devfeed.tech/tags/careers.md>), [decision-making](<https://devfeed.tech/tags/decision-making.md>), [interview](<https://devfeed.tech/tags/interview.md>), [storytelling](<https://devfeed.tech/tags/storytelling.md>)

### AI overview

The article argues that strong technical candidates are often rejected from big tech interviews because they underprepare for behavioral interviews and struggle to communicate their past work, impact, and decision-making clearly.

### Source excerpt

The #1 reason people get rejected in big tech interviews, and the 4 week fix.

## Why KV Cache Stores K and V Vectors But Never Q?

DevFeed: [Why KV Cache Stores K and V Vectors But Never Q?](<https://devfeed.tech/articles/why-kv-cache-stores-k-and-v-vectors-but-never-q-18247.md>)

Original publisher: [Read original article](<https://blog.dailydoseofds.com/p/why-kv-cache-stores-k-and-v-vectors>)

Author: Avi Chawla

Published: 2026-08-30T20:15:33Z

Content type: article

Language: en

Sources: [Daily Dose of Data Science](<https://devfeed.tech/sources/daily-dose-of-data-science.md>)

Topics: [LLMs](<https://devfeed.tech/topics/llms.md>), [Parsing](<https://devfeed.tech/topics/parsing.md>), [Inference](<https://devfeed.tech/topics/inference.md>)

Tags: [gpu](<https://devfeed.tech/tags/gpu.md>), [interview](<https://devfeed.tech/tags/interview.md>), [llms](<https://devfeed.tech/tags/llms.md>), [parsing](<https://devfeed.tech/tags/parsing.md>), [pdf](<https://devfeed.tech/tags/pdf.md>), [technical](<https://devfeed.tech/tags/technical.md>)

### AI overview

The document discusses Marker v2, an open-source PDF parsing pipeline that uses shared inference serving and batching to improve GPU utilization. It also begins explaining autoregressive LLMs and why their forward pass is relevant to KV-cache behavior, but the supplied text ends before the explanation is complete.

### Source excerpt

A popular technical LLM interview question.

## Q&A: Rethinking how innovation happens

DevFeed: [Q&A: Rethinking how innovation happens](<https://devfeed.tech/articles/q-a-rethinking-how-innovation-happens-37979.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/qa-eugene-fitzgerald-rethinking-how-innovation-happens-0817>)

Author: Jason Sparapani | Department of Materials Science and Engineering

Published: 2026-08-17T19:50:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Materials science and engineering](<https://devfeed.tech/topics/materials-science-and-engineering.md>), [implementation](<https://devfeed.tech/topics/implementation.md>)

Tags: [altruistic-science](<https://devfeed.tech/tags/altruistic-science.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [book](<https://devfeed.tech/tags/book.md>), [books-and-authors](<https://devfeed.tech/tags/books-and-authors.md>), [business-and-management](<https://devfeed.tech/tags/business-and-management.md>), [dmse](<https://devfeed.tech/tags/dmse.md>), [economics](<https://devfeed.tech/tags/economics.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [eugene-fitzgerald](<https://devfeed.tech/tags/eugene-fitzgerald.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [fundamental-innovation](<https://devfeed.tech/tags/fundamental-innovation.md>), [future](<https://devfeed.tech/tags/future.md>), [innovation](<https://devfeed.tech/tags/innovation.md>), [interview](<https://devfeed.tech/tags/interview.md>), [invention](<https://devfeed.tech/tags/invention.md>), [invisible-engine](<https://devfeed.tech/tags/invisible-engine.md>), [misconceptions](<https://devfeed.tech/tags/misconceptions.md>), [mit-and-masdar-institute-cooperative-program](<https://devfeed.tech/tags/mit-and-masdar-institute-cooperative-program.md>), [mit-books-and-authors](<https://devfeed.tech/tags/mit-books-and-authors.md>), [mit-dmse](<https://devfeed.tech/tags/mit-dmse.md>), [mit-faculty-books](<https://devfeed.tech/tags/mit-faculty-books.md>), [mit-faculty-interview](<https://devfeed.tech/tags/mit-faculty-interview.md>), [moore-s-law](<https://devfeed.tech/tags/moore-s-law.md>), [q-a](<https://devfeed.tech/tags/q-a.md>), [research](<https://devfeed.tech/tags/research.md>), [research-commercialization](<https://devfeed.tech/tags/research-commercialization.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>), [semiconductor-technologies](<https://devfeed.tech/tags/semiconductor-technologies.md>), [semiconductors](<https://devfeed.tech/tags/semiconductors.md>), [singapore-mit-alliance-for-research-and-technology-smart](<https://devfeed.tech/tags/singapore-mit-alliance-for-research-and-technology-smart.md>), [strained-silicon](<https://devfeed.tech/tags/strained-silicon.md>), [strategic-research](<https://devfeed.tech/tags/strategic-research.md>), [value-creation](<https://devfeed.tech/tags/value-creation.md>)

### AI overview

MIT professor Eugene Fitzgerald discusses his book The Invisible Engine: Why Innovation Evades Control, drawing on research programs and his experience co-inventing strained silicon. He describes innovation as an intersection of science, economics, market applications, technology, implementation, and society.

### Source excerpt

In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value -- and why innovation resists simple formulas.

## Talking with Synopsys about the Physics of Chip Design at DAC 2026

DevFeed: [Talking with Synopsys about the Physics of Chip Design at DAC 2026](<https://devfeed.tech/articles/talking-with-synopsys-about-the-physics-of-chip-design-at-dac-2026-14005.md>)

Original publisher: [Read original article](<https://chipsandcheese.com/p/talking-with-synopsys-about-the-physics>)

Author: George Cozma

Published: 2026-08-11T16:52:16Z

Content type: article

Language: en

Sources: [Chips and Cheese](<https://devfeed.tech/sources/chips-and-cheese.md>)

Topics: [Chip design](<https://devfeed.tech/topics/chip-design.md>), [3D](<https://devfeed.tech/topics/3d.md>), [Simulation and Design](<https://devfeed.tech/topics/simulation-and-design.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [audio](<https://devfeed.tech/tags/audio.md>), [automotive](<https://devfeed.tech/tags/automotive.md>), [battery](<https://devfeed.tech/tags/battery.md>), [chip-design](<https://devfeed.tech/tags/chip-design.md>), [communications](<https://devfeed.tech/tags/communications.md>), [design](<https://devfeed.tech/tags/design.md>), [desktop](<https://devfeed.tech/tags/desktop.md>), [heat](<https://devfeed.tech/tags/heat.md>), [interview](<https://devfeed.tech/tags/interview.md>), [low-power](<https://devfeed.tech/tags/low-power.md>), [physics](<https://devfeed.tech/tags/physics.md>), [techniques](<https://devfeed.tech/tags/techniques.md>)

### AI overview

An edited audio interview with Synopsys executive Ravi Subramanian examines the physics involved in chip design and electronic design automation tools. The discussion covers larger chips, 2.5D and 3D multi-die integration, thermal management, low-power mobile systems, and automotive operating environments.

### Source excerpt

Hello you fine Internet folks,

## KCD Around the World: New York

DevFeed: [KCD Around the World: New York](<https://devfeed.tech/articles/kcd-around-the-world-new-york-17602.md>)

Original publisher: [Read original article](<https://www.kubernetes.dev/blog/2026/07/28/kcd-around-the-world-new-york/>)

Author: The Kubernetes Authors

Published: 2026-07-28T18:00:00Z

Content type: article

Language: en

Sources: [Kubernetes Contributors Blog](<https://devfeed.tech/sources/kubernetes-contributors-blog.md>)

Topics: [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [community](<https://devfeed.tech/tags/community.md>), [interview](<https://devfeed.tech/tags/interview.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>)

### AI overview

An interview with Christopher Tineo, an organizer of KCD NY 2026, about his path from volunteering to organizing and the New York Kubernetes community.

### Source excerpt

Welcome to KCD Around the World, a new series where we explore Kubernetes Community Days from every corner of the globe. When most people think of KCD, they think about talks and technical sessions, but behind every event is a community of volunteers, contributors, organizers and attendees who make it all happen. Through conversations with the people behind each KCD, we'll share what makes it unique. Our first stop: New York City. To learn what made this year's event special, we interview Christopher Tineo, one of the organizers for KCD NY 2026. Meet the community Kashish Verma (KV): Hello Christopher, and welcome. Could you start by introducing yourself and telling us how you got involved with Kubernetes and the cloud native community? Christopher Tineo (CT): I'm Christopher Tineo. This year I organized KCD NY 2026, where my main focus was building out the event agenda and our event website . Going back a bit, I first got involved through a meetup organized in Santo Domingo by Victor Recio around February 2024, right after I got my CKAD certification . I had the chance to connect with a few engineers who eventually became organizers for our CNCF chapter , Ayesha Yege and Enmanuel Medina. As I dived deeper into the CNCF community, I knew I wanted to be a part of it. After watching Julia Morgado's inspiring talk at KubeCon 2023 , I was driven to take action. Despite living in the Dominican Republic, I booked a flight to KCD NY 2024 and applied to volunteer. Luckily, I got a spot on the team, and it turned out to be an incredible firsthand experience with the community. KV: What motivated you to volunteer or organize KCD New York? CT: NYC has been the start of all the great things that came after that first KCD NY in 2024, so I wanted to be that person that could motivate more engineers from my country to improve their careers and learn more from the Cloud Native community, which wasn't as developed back then. Attending as a volunteer in 2024 is what motivated me to c

## Understanding the Foundation Board's Role in the FreeBSD Ecosystem

DevFeed: [Understanding the Foundation Board's Role in the FreeBSD Ecosystem](<https://devfeed.tech/articles/understanding-the-foundation-board-s-role-in-the-freebsd-ecosystem-38865.md>)

Original publisher: [Read original article](<https://freebsdfoundation.org/blog/understanding-the-foundation-boards-role-in-the-freebsd-ecosystem/>)

Author: Anne Dickison

Published: 2026-07-17T01:53:55Z

Content type: article

Language: en

Sources: [FreeBSD Foundation](<https://devfeed.tech/sources/freebsd-foundation.md>)

Topics: [Operating system](<https://devfeed.tech/topics/operating-system.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [blog](<https://devfeed.tech/tags/blog.md>), [foundation](<https://devfeed.tech/tags/foundation.md>), [freebsd](<https://devfeed.tech/tags/freebsd.md>), [governance](<https://devfeed.tech/tags/governance.md>), [interview](<https://devfeed.tech/tags/interview.md>), [leadership](<https://devfeed.tech/tags/leadership.md>), [nonprofit](<https://devfeed.tech/tags/nonprofit.md>), [organization](<https://devfeed.tech/tags/organization.md>)

### AI overview

An interview and explanation of the FreeBSD Foundation Board's role, including how board members are elected and how the Board differs from Foundation staff and FreeBSD Project leadership.

### Source excerpt

During BSDCan, the FreeBSD Foundation holds its annual meeting and Board elections. Following this year's meeting, we are pleased to welcome Dave Cottlehuber to the FreeBSD Foundation Board of Directors. Take a minute to read this interview with Dave to learn more about his involvement with FreeBSD and why he joined the Foundation Board of [...] The post Understanding the Foundation Board's Role in the FreeBSD Ecosystem first appeared on FreeBSD Foundation.

## 3 Questions: Neural transparency and the future of AI design

DevFeed: [3 Questions: Neural transparency and the future of AI design](<https://devfeed.tech/articles/3-questions-neural-transparency-and-the-future-of-ai-design-37938.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/3-questions-neural-transparency-and-future-of-ai-design-0715>)

Author: Media Lab

Published: 2026-07-15T20:25:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Neural Network](<https://devfeed.tech/topics/neural-network.md>), [User Interfaces](<https://devfeed.tech/topics/user-interfaces.md>), [interface](<https://devfeed.tech/topics/interface.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [3-questions](<https://devfeed.tech/tags/3-questions.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-companion](<https://devfeed.tech/tags/ai-companion.md>), [ai-empathy](<https://devfeed.tech/tags/ai-empathy.md>), [ai-hallucinations](<https://devfeed.tech/tags/ai-hallucinations.md>), [ai-personalization](<https://devfeed.tech/tags/ai-personalization.md>), [ai-safety](<https://devfeed.tech/tags/ai-safety.md>), [ai-sycophancy](<https://devfeed.tech/tags/ai-sycophancy.md>), [ai-toxicity](<https://devfeed.tech/tags/ai-toxicity.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [anthony-baez](<https://devfeed.tech/tags/anthony-baez.md>), [apps](<https://devfeed.tech/tags/apps.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [behavioral-prediction](<https://devfeed.tech/tags/behavioral-prediction.md>), [character-ai](<https://devfeed.tech/tags/character-ai.md>), [chatbot-behavior](<https://devfeed.tech/tags/chatbot-behavior.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [data](<https://devfeed.tech/tags/data.md>), [ethics](<https://devfeed.tech/tags/ethics.md>), [faculty](<https://devfeed.tech/tags/faculty.md>), [human-ai-interaction](<https://devfeed.tech/tags/human-ai-interaction.md>), [human-computer-interaction](<https://devfeed.tech/tags/human-computer-interaction.md>), [interface](<https://devfeed.tech/tags/interface.md>), [interview](<https://devfeed.tech/tags/interview.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [large-language-models](<https://devfeed.tech/tags/large-language-models.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [mechanistic-interpretability](<https://devfeed.tech/tags/mechanistic-interpretability.md>), [media-lab](<https://devfeed.tech/tags/media-lab.md>), [mental-health](<https://devfeed.tech/tags/mental-health.md>), [mit-faculty-interview](<https://devfeed.tech/tags/mit-faculty-interview.md>), [mit-media-lab](<https://devfeed.tech/tags/mit-media-lab.md>), [neural](<https://devfeed.tech/tags/neural.md>), [neural-transparency](<https://devfeed.tech/tags/neural-transparency.md>), [pat-pataranutaporn](<https://devfeed.tech/tags/pat-pataranutaporn.md>), [persona-scores](<https://devfeed.tech/tags/persona-scores.md>), [persona-vectors](<https://devfeed.tech/tags/persona-vectors.md>), [personalized-ai](<https://devfeed.tech/tags/personalized-ai.md>), [research](<https://devfeed.tech/tags/research.md>), [safety](<https://devfeed.tech/tags/safety.md>), [school-of-architecture-and-planning](<https://devfeed.tech/tags/school-of-architecture-and-planning.md>), [sheer-karny](<https://devfeed.tech/tags/sheer-karny.md>), [sunburst-visualization](<https://devfeed.tech/tags/sunburst-visualization.md>), [technology-and-society](<https://devfeed.tech/tags/technology-and-society.md>), [transparency](<https://devfeed.tech/tags/transparency.md>), [users](<https://devfeed.tech/tags/users.md>)

### AI overview

An MIT Media Lab team introduces "neural transparency," an interface that visualizes internal patterns in AI models to help users anticipate how personalized chatbots may behave. The approach compares model activations associated with contrasting traits such as empathy, honesty, toxicity, hallucination, and sycophancy, then maps custom system prompts onto those behavior directions.

### Source excerpt

Assistant Professor Pat Pataranutaporn describes a new interface that lets everyday users glimpse inside an AI's neural network before their chatbot ever says a word.

## Q&A: What is agentic AI today, and what do we want it to be?

DevFeed: [Q&A: What is agentic AI today, and what do we want it to be?](<https://devfeed.tech/articles/q-a-what-is-agentic-ai-today-and-what-do-we-want-it-to-be-37939.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/agentic-ai-and-what-do-we-want-it-be-0630>)

Author: Adam Zewe | MIT News

Published: 2026-06-30T15:30:00Z

Content type: article

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [what is agentic AI](<https://devfeed.tech/topics/what-is-agentic-ai.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [claude](<https://devfeed.tech/tags/claude.md>), [computer-science-and-artificial-intelligence-laboratory-csail](<https://devfeed.tech/tags/computer-science-and-artificial-intelligence-laboratory-csail.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [data](<https://devfeed.tech/tags/data.md>), [electrical-engineering-and-computer-science-eecs](<https://devfeed.tech/tags/electrical-engineering-and-computer-science-eecs.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [human-computer-interaction](<https://devfeed.tech/tags/human-computer-interaction.md>), [interview](<https://devfeed.tech/tags/interview.md>), [large-language-models-llms](<https://devfeed.tech/tags/large-language-models-llms.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [mit-schwarzman-college-of-computing](<https://devfeed.tech/tags/mit-schwarzman-college-of-computing.md>), [phillip-isola](<https://devfeed.tech/tags/phillip-isola.md>), [school-of-engineering](<https://devfeed.tech/tags/school-of-engineering.md>)

### AI overview

This Q&A explains agentic AI as systems that take actions in the physical or digital world, distinguishing them from generative AI systems that primarily produce content. It describes how agents combine foundation models such as Claude with application-specific tools and memory, and identifies limited training data for real-world tasks as a major development challenge.

### Source excerpt

Computer scientist Phillip Isola cuts through the hype to explain how AI agents work and what the future might hold for this rapidly advancing technology.

## 3 Questions: Beyond data-driven aesthetics

DevFeed: [3 Questions: Beyond data-driven aesthetics](<https://devfeed.tech/articles/3-questions-beyond-data-driven-aesthetics-37937.md>)

Original publisher: [Read original article](<https://news.mit.edu/2026/3-questions-beyond-data-driven-aesthetics-alexandros-haridis-0629>)

Author: School of Architecture and Planning

Published: 2026-06-29T18:00:00Z

Content type: news

Language: en

Sources: [MIT AI News](<https://devfeed.tech/sources/mit-ai-news.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Data visualization](<https://devfeed.tech/topics/data-visualization.md>), [Algorithms](<https://devfeed.tech/topics/algorithms.md>), [Mathematics](<https://devfeed.tech/topics/mathematics.md>), [Computer science](<https://devfeed.tech/topics/computer-science.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [3-questions](<https://devfeed.tech/tags/3-questions.md>), [aesthetic-judgment](<https://devfeed.tech/tags/aesthetic-judgment.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-and-aesthetics](<https://devfeed.tech/tags/ai-and-aesthetics.md>), [alexandros-haridis](<https://devfeed.tech/tags/alexandros-haridis.md>), [algorithms](<https://devfeed.tech/tags/algorithms.md>), [alumni-ae](<https://devfeed.tech/tags/alumni-ae.md>), [applied-arts](<https://devfeed.tech/tags/applied-arts.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [beyond-data-driven-aesthetics](<https://devfeed.tech/tags/beyond-data-driven-aesthetics.md>), [computational-aesthetics](<https://devfeed.tech/tags/computational-aesthetics.md>), [computer-science-and-technology](<https://devfeed.tech/tags/computer-science-and-technology.md>), [data](<https://devfeed.tech/tags/data.md>), [data-visualization](<https://devfeed.tech/tags/data-visualization.md>), [design](<https://devfeed.tech/tags/design.md>), [design-computation](<https://devfeed.tech/tags/design-computation.md>), [exhibits](<https://devfeed.tech/tags/exhibits.md>), [interactive-installations](<https://devfeed.tech/tags/interactive-installations.md>), [interview](<https://devfeed.tech/tags/interview.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [mit-architecture](<https://devfeed.tech/tags/mit-architecture.md>), [mit-exhibits](<https://devfeed.tech/tags/mit-exhibits.md>), [mit-keller-gallery](<https://devfeed.tech/tags/mit-keller-gallery.md>), [mit-sa-plus-p](<https://devfeed.tech/tags/mit-sa-plus-p.md>), [philosophy](<https://devfeed.tech/tags/philosophy.md>), [research](<https://devfeed.tech/tags/research.md>), [school-of-architecture-and-planning](<https://devfeed.tech/tags/school-of-architecture-and-planning.md>), [shape-grammars](<https://devfeed.tech/tags/shape-grammars.md>), [special-events-and-guest-speakers](<https://devfeed.tech/tags/special-events-and-guest-speakers.md>)

### AI overview

An MIT Keller Gallery exhibition by Alexandros Haridis examines the history of aesthetic judgment and creative production in computing, connecting architecture, design computation, algorithms, and machine-learning systems.

### Source excerpt

In a new Keller Gallery exhibition, Alexandros Haridis SM '17, PhD '22 traces centuries of ideas about aesthetic judgment and explores how design can make complex computational systems visible.

## Getting Started with netlab @ Cisco DevNet

DevFeed: [Getting Started with netlab @ Cisco DevNet](<https://devfeed.tech/articles/getting-started-with-netlab-cisco-devnet-11406.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2026/06/worth-reading-cisco-devnet-netlab-intro/>)

Published: 2026-06-29T05:23:00Z

Content type: opinion

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Cisco](<https://devfeed.tech/topics/cisco.md>), [Tool](<https://devfeed.tech/topics/tool.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>)

Tags: [blog](<https://devfeed.tech/tags/blog.md>), [cisco](<https://devfeed.tech/tags/cisco.md>), [getting-started](<https://devfeed.tech/tags/getting-started.md>), [interview](<https://devfeed.tech/tags/interview.md>), [netlab](<https://devfeed.tech/tags/netlab.md>), [video](<https://devfeed.tech/tags/video.md>)

### AI overview

A Cisco DevNet channel published an hour-long interview with Suresh Vina introducing netlab. The article recommends the video to people new to netlab and notes that netlab.tools documentation received more weekly visits than the ipspace.net blog for the first time.

### Source excerpt

Cisco DevNet channel has published an hour-long Getting Started with netlab interview with Suresh Vina, resulting in netlab.tools documentation having more weekly visits than ipspace.net blog for the first time. Thanks a million ;)) If you're new to netlab, I hope you'll enjoy the video. If you have any follow-up questions, don't hesitate to start a discussion.

## The Strange Theatre of Technical Hiring

DevFeed: [The Strange Theatre of Technical Hiring](<https://devfeed.tech/articles/the-strange-theatre-of-technical-hiring-37471.md>)

Original publisher: [Read original article](<https://www.angularspace.com/the-strange-theatre-of-technical-hiring/>)

Author: Daniel Glejzner

Published: 2026-06-18T18:15:04Z

Content type: opinion

Language: en

Sources: [Daniel Glejzner](<https://devfeed.tech/sources/daniel-glejzner.md>)

Topics: [engineering-leadership](<https://devfeed.tech/topics/engineering-leadership.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Code Challenge](<https://devfeed.tech/topics/code-challenge.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [challenges](<https://devfeed.tech/tags/challenges.md>), [coding](<https://devfeed.tech/tags/coding.md>), [developers](<https://devfeed.tech/tags/developers.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [engineering-leadership](<https://devfeed.tech/tags/engineering-leadership.md>), [hiring](<https://devfeed.tech/tags/hiring.md>), [interview](<https://devfeed.tech/tags/interview.md>), [software](<https://devfeed.tech/tags/software.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [technical](<https://devfeed.tech/tags/technical.md>), [technical-interview](<https://devfeed.tech/tags/technical-interview.md>)

### AI overview

The article argues that technical hiring often evaluates experienced engineers through narrow, timed coding exercises that may reward speed, recall, confidence under pressure, and familiarity with interview rituals more than the judgment and contextual skills required in software engineering work.

### Source excerpt

A senior engineer joins a technical interview... Hi Angular Space community :) It's been a while since I pushed myself to write something. AI is changing the way we consume literally everything online, and I'm still trying to figure out what the best and most compelling way

## An Amazon Bar Raiser's Guide to Cracking Tech Interviews

DevFeed: [An Amazon Bar Raiser's Guide to Cracking Tech Interviews](<https://devfeed.tech/articles/an-amazon-bar-raiser-s-guide-to-cracking-tech-interviews-33564.md>)

Original publisher: [Read original article](<https://blog.algomaster.io/p/amazons-bar-raisers-guide-on-cracking-tech-interviews>)

Author: Ashish Pratap Singh

Published: 2026-06-04T12:06:04Z

Content type: tutorial

Language: en

Sources: [AlgoMaster Newsletter](<https://devfeed.tech/sources/algomaster-newsletter.md>)

Topics: [Job](<https://devfeed.tech/topics/job.md>), [Process](<https://devfeed.tech/topics/process.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [evaluation](<https://devfeed.tech/tags/evaluation.md>), [guide](<https://devfeed.tech/tags/guide.md>), [interview](<https://devfeed.tech/tags/interview.md>), [job](<https://devfeed.tech/tags/job.md>), [leadership](<https://devfeed.tech/tags/leadership.md>), [process](<https://devfeed.tech/tags/process.md>), [skills](<https://devfeed.tech/tags/skills.md>), [tech](<https://devfeed.tech/tags/tech.md>)

### AI overview

A guest post by an Amazon Senior Engineer and Bar Raiser explains how Amazon technical interviews are conducted and evaluated. It covers structured interviewing, detailed note-taking, follow-up questions, technical and behavioral competencies, problem-solving, communication, ownership, ambiguity, seniority, and Leadership Principles.

### Source excerpt

This is a guest post by Apurv Singh, a Senior Engineer and Bar Raiser at Amazon. Having conducted 200+ technical interviews, Apurv shares practical lessons and insights to help you prepare better and crack tech interviews.

## How to Stand Out in a Crowd of 90,000+ Job Seekers

DevFeed: [How to Stand Out in a Crowd of 90,000+ Job Seekers](<https://devfeed.tech/articles/how-to-stand-out-in-a-crowd-of-90-000-job-seekers-39799.md>)

Original publisher: [Read original article](<https://newsletter.bigtechcareers.com/p/how-to-stand-out-in-a-crowd-of-90000>)

Author: Prasad Rao

Published: 2026-05-28T18:50:30Z

Content type: opinion

Language: en

Sources: [Big Tech Careers](<https://devfeed.tech/sources/big-tech-careers.md>)

Topics: [Tech Careers](<https://devfeed.tech/topics/tech-careers.md>), [Job](<https://devfeed.tech/topics/job.md>), [Handshake](<https://devfeed.tech/topics/handshake.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [article](<https://devfeed.tech/tags/article.md>), [careers](<https://devfeed.tech/tags/careers.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [interview](<https://devfeed.tech/tags/interview.md>), [job](<https://devfeed.tech/tags/job.md>), [job-search](<https://devfeed.tech/tags/job-search.md>), [resume](<https://devfeed.tech/tags/resume.md>)

### AI overview

This article explains how tech job seekers can stand out in a highly competitive 2026 market. It discusses layoffs, fewer job postings, more applications per role, and the limits of standard tactics such as portal applications and keyword-optimized resumes. It argues that candidates should differentiate themselves through demonstrated impact and other practices described as five actionable areas.

### Source excerpt

Five things that are actually moving the needle in 2026.

## Reciprocal knowledge elicitation: when the interview goes both ways

DevFeed: [Reciprocal knowledge elicitation: when the interview goes both ways](<https://devfeed.tech/articles/reciprocal-knowledge-elicitation-when-the-interview-goes-both-ways-38797.md>)

Original publisher: [Read original article](<https://fidelitas.io/2026/05/reciprocal-knowledge-elicitation/>)

Author: fidelitas.io

Published: 2026-05-18T21:30:00Z

Content type: opinion

Language: en

Sources: [fidelitas.io](<https://devfeed.tech/sources/fidelitas-io.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Matter](<https://devfeed.tech/topics/matter.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [human-ai-collaboration](<https://devfeed.tech/tags/human-ai-collaboration.md>), [interview](<https://devfeed.tech/tags/interview.md>), [interviews](<https://devfeed.tech/tags/interviews.md>), [knowledge-management](<https://devfeed.tech/tags/knowledge-management.md>), [tacit-knowledge](<https://devfeed.tech/tags/tacit-knowledge.md>)

### AI overview

The article explains reciprocal knowledge elicitation, an approach in which humans and AI jointly extract, refine, and validate expert knowledge. It argues that targeted follow-ups, summaries, contradiction detection, and gap-finding can better capture tacit knowledge than one-way interviews or forms.

### Source excerpt

Traditional knowledge elicitation is a one-way street: an expert talks, a system listens. A new wave of human-agent research is rewriting that contract. Here's what reciprocal knowledge elicitation actually means, why it matters for capturing tacit knowledge, and how to design one without losing the plot.

## Create your Story Bank using AI Coach

DevFeed: [Create your Story Bank using AI Coach](<https://devfeed.tech/articles/create-your-story-bank-using-ai-coach-39794.md>)

Original publisher: [Read original article](<https://newsletter.bigtechcareers.com/p/create-your-story-bank-using-ai-coach>)

Author: Prasad Rao

Published: 2026-04-23T19:34:06Z

Content type: tutorial

Language: en

Sources: [Big Tech Careers](<https://devfeed.tech/sources/big-tech-careers.md>)

Topics: [Tech Careers](<https://devfeed.tech/topics/tech-careers.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Learning](<https://devfeed.tech/topics/learning.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [build](<https://devfeed.tech/tags/build.md>), [career](<https://devfeed.tech/tags/career.md>), [interview](<https://devfeed.tech/tags/interview.md>), [skills](<https://devfeed.tech/tags/skills.md>), [tech-careers](<https://devfeed.tech/tags/tech-careers.md>)

### AI overview

The article explains how to build a company-agnostic story bank for big tech interview preparation using eight curated categories and templates. It introduces a free Revarta integration with a Story Builder powered by the Revarta AI Coach, while also promoting an AI-powered interview preparation workshop.

### Source excerpt

AI-powered Interview Prep!

## How Big Tech Interview Decisions and Rounds Work

DevFeed: [How Big Tech Interview Decisions and Rounds Work](<https://devfeed.tech/articles/how-big-tech-interviews-actually-work-39676.md>)

Original publisher: [Read original article](<https://www.gauravsarma.com/random/2026-04-21_how-big-tech-interviews-work>)

Published: 2026-04-21T00:00:00Z

Content type: article

Language: en

Sources: [Gaurav Sarma's Blog](<https://devfeed.tech/sources/gaurav-sarma-s-blog.md>)

Topics: [Code](<https://devfeed.tech/topics/code.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [test-coverage](<https://devfeed.tech/topics/test-coverage.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>)

Tags: [api-integration](<https://devfeed.tech/tags/api-integration.md>), [bug](<https://devfeed.tech/tags/bug.md>), [career](<https://devfeed.tech/tags/career.md>), [clean-code](<https://devfeed.tech/tags/clean-code.md>), [dsa](<https://devfeed.tech/tags/dsa.md>), [faang](<https://devfeed.tech/tags/faang.md>), [interview](<https://devfeed.tech/tags/interview.md>), [interviews](<https://devfeed.tech/tags/interviews.md>), [system-design](<https://devfeed.tech/tags/system-design.md>), [tech](<https://devfeed.tech/tags/tech.md>), [test-coverage](<https://devfeed.tech/tags/test-coverage.md>)

### AI overview

The article explains how big tech interviews are evaluated. Interviewers assess specific signals independently across coding, system design, and project-focused rounds, then discuss the combined feedback in a panel. Communication, code quality, edge-case handling, problem-solving instincts, scalability, and trade-off analysis can affect the decision, not just whether a problem is solved.

### Source excerpt

Having worked at a few big tech companies and having interviewed candidates for them as well, here are some things I wish more candidates knew going in. How decisions are actually made Each interviewer is assigned a round and for every round, there are specific signals they need to collect...

## How We Hire Product Designers at Teleport

DevFeed: [How We Hire Product Designers at Teleport](<https://devfeed.tech/articles/how-we-hire-product-designers-at-teleport-29700.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/how-we-hire-product-designers-at-teleport/>)

Author: sheila.maniago@goteleport.com (Sheila Maniago)

Published: 2026-02-23T00:00:00Z

Content type: article

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [User Experience](<https://devfeed.tech/topics/user-experience.md>), [Product Management](<https://devfeed.tech/topics/product-management.md>)

Tags: [designer](<https://devfeed.tech/tags/designer.md>), [hiring](<https://devfeed.tech/tags/hiring.md>), [interview](<https://devfeed.tech/tags/interview.md>), [portfolio](<https://devfeed.tech/tags/portfolio.md>), [product-design](<https://devfeed.tech/tags/product-design.md>), [product-strategy](<https://devfeed.tech/tags/product-strategy.md>), [prototyping](<https://devfeed.tech/tags/prototyping.md>), [user-research](<https://devfeed.tech/tags/user-research.md>)

### AI overview

Teleport explains its four-step Product Designer hiring process, covering the recruiter call, hiring manager interview, portfolio review, and a collaborative product design challenge.

### Source excerpt

Learn how Teleport hires Product Designers -- a transparent 4-step process including portfolio review and a real design challenge. See if you're a fit.

## Spotlight on SIG Architecture: API Governance

DevFeed: [Spotlight on SIG Architecture: API Governance](<https://devfeed.tech/articles/spotlight-on-sig-architecture-api-governance-17595.md>)

Original publisher: [Read original article](<https://www.kubernetes.dev/blog/2026/02/12/sig-architecture-api/>)

Author: The Kubernetes Authors

Published: 2026-02-12T00:00:00Z

Content type: article

Language: en

Sources: [Kubernetes Contributors Blog](<https://devfeed.tech/sources/kubernetes-contributors-blog.md>)

Topics: [API Governance](<https://devfeed.tech/topics/api-governance.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [API](<https://devfeed.tech/topics/api.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [OAuth](<https://devfeed.tech/topics/oauth.md>)

Tags: [api-governance](<https://devfeed.tech/tags/api-governance.md>), [apis](<https://devfeed.tech/tags/apis.md>), [auth](<https://devfeed.tech/tags/auth.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [interview](<https://devfeed.tech/tags/interview.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [spotlight](<https://devfeed.tech/tags/spotlight.md>)

### AI overview

An interview with Jordan Liggitt, lead of Kubernetes SIG Architecture's API Governance sub-project, discusses his work on Kubernetes authentication and authorization and the sub-project's scope. It explains that Kubernetes APIs include REST APIs as well as command-line flags, configuration files, binary execution, backend communication, and data persistence, with goals of stability and continued innovation.

### Source excerpt

This is the fifth interview of a SIG Architecture Spotlight series that covers the different subprojects, and we will be covering SIG Architecture: API Governance . In this SIG Architecture spotlight we talked with Jordan Liggitt , lead of the API Governance sub-project. Introduction FM: Hello Jordan, thank you for your availability. Tell us a bit about yourself, your role and how you got involved in Kubernetes. JL: My name is Jordan Liggitt. I'm a Christian, husband, father of four, software engineer at Google by day, and amateur musician by stealth. I was born in Texas (and still like to claim it as my point of origin), but I've lived in North Carolina for most of my life. I've been working on Kubernetes since 2014. At that time, I was working on authentication and authorization at Red Hat, and my very first pull request to Kubernetes attempted to add an OAuth server to the Kubernetes API server. It never exited work-in-progress status. I ended up going with a different approach that layered on top of the core Kubernetes API server in a different project (spoiler alert: this is foreshadowing), and I closed it without merging six months later. Undeterred by that start, I stayed involved, helped build Kubernetes authentication and authorization capabilities, and got involved in the definition and evolution of the core Kubernetes APIs from early beta APIs, like v1beta3 to v1. I got tagged as an API reviewer in 2016 based on those contributions, and was added as an API approver in 2017. Today, I help lead the API Governance and code organization subprojects for SIG Architecture, and I am a tech lead for SIG Auth. FM: And when did you get specifically involved in the API Governance project? JL: Around 2019. Goals and scope of API Governance FM: How would you describe the main goals and areas of intervention of the subproject? The surface area includes all the various APIs Kubernetes has, and there are APIs that people do not always realize are APIs: command-line flags,

## Interview Horror Stories (And What You Can Learn From Them)

DevFeed: [Interview Horror Stories (And What You Can Learn From Them)](<https://devfeed.tech/articles/interview-horror-stories-and-what-you-can-learn-from-them-32373.md>)

Original publisher: [Read original article](<https://brianjenney.substack.com/p/interview-horror-stories-and-what>)

Author: Brian Jenney

Published: 2026-01-09T16:02:05Z

Content type: opinion

Language: en

Sources: [Brian Jenney](<https://devfeed.tech/sources/brian-jenney.md>)

Topics: [Job](<https://devfeed.tech/topics/job.md>), [Data structures](<https://devfeed.tech/topics/data-structures.md>)

Tags: [career](<https://devfeed.tech/tags/career.md>), [developer](<https://devfeed.tech/tags/developer.md>), [google](<https://devfeed.tech/tags/google.md>), [interview](<https://devfeed.tech/tags/interview.md>), [job-hunt](<https://devfeed.tech/tags/job-hunt.md>), [learn](<https://devfeed.tech/tags/learn.md>)

### AI overview

A developer recounts three interview horror stories, including an unprepared Google interview and a poor culture-fit experience, and draws lessons about understanding the interview format, preparing adequately, and recognizing bias and knowledge gaps.

### Source excerpt

If you've been through the job hunt as a developer, you probably have at least one horrific interview experience. The kind that makes you reconsider your entire career, your life choices, and whether or not you should just quit and become a goat herder.

## Case Study | Vertec | IT Industry | SQL Parser to translate code to English

DevFeed: [Case Study | Vertec | IT Industry | SQL Parser to translate code to English](<https://devfeed.tech/articles/case-study-vertec-it-industry-sql-parser-to-translate-code-to-english-20745.md>)

Original publisher: [Read original article](<https://tomassetti.me/case-study-vertec-sql-parser/>)

Author: Aisling Foley

Published: 2026-01-05T17:15:48Z

Content type: article

Language: en

Sources: [Federico Tomassetti](<https://devfeed.tech/sources/federico-tomassetti.md>)

Topics: [Parser](<https://devfeed.tech/topics/parser.md>), [SQL](<https://devfeed.tech/topics/sql.md>), [Code](<https://devfeed.tech/topics/code.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [case-study](<https://devfeed.tech/tags/case-study.md>), [code](<https://devfeed.tech/tags/code.md>), [databases](<https://devfeed.tech/tags/databases.md>), [interview](<https://devfeed.tech/tags/interview.md>), [language-engineering](<https://devfeed.tech/tags/language-engineering.md>), [parsing](<https://devfeed.tech/tags/parsing.md>), [software](<https://devfeed.tech/tags/software.md>), [sql](<https://devfeed.tech/tags/sql.md>)

### AI overview

This case study describes how Strumenta developed and delivered two SQL parsers for Vertec, enabling the company to translate SQL snippets and database-related code into English as it expanded beyond German-speaking markets. The project also included support, improvements, and issue fixes.

### Source excerpt

About Vertec Vertec a Swiss company founded in 1996, provides an integrated CRM and ERP solution for service providers. Their PSA (Professional Services Automation) software has over 1,200 customers across Europe enabling them to optimize business processes and boost daily productivity. Challenge Originally targeting German language companies in Switzerland and Germany, Vertec now operates in [...] The post Case Study | Vertec | IT Industry | SQL Parser to translate code to English appeared first on Federico Tomassetti.

[Next page](<https://devfeed.tech/tags/interview.md?cursor=WyIyMDI2LTAxLTA1VDE3OjE1OjQ4KzAwOjAwIiwgIjhmYTVmYWU2LTc2MTAtNDBlZi04OGMwLWYzNmNiYTI1NGNiMCJd>)