# careers Published articles for careers. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Presentation: Lead Without a Ladder: How I Climbed Into Engineering Leadership DevFeed: [Presentation: Lead Without a Ladder: How I Climbed Into Engineering Leadership]() Original publisher: [Read original article]() Author: Pauline Jepp Published: 2026-09-15T09:10:00Z Content type: opinion Language: en Sources: [InfoQ]() Topics: [engineering-leadership](), [systems]() Tags: [alignment](), [careers](), [chief-engineer](), [culture-methods](), [engineering](), [engineering-leadership](), [infoq](), [leadership](), [mentorship](), [presentation](), [qcon-san-francisco-2025](), [qcon-software-development-conference](), [safety](), [team](), [transcripts](), [trust]() ### AI overview Pauline Jepp discusses how systems thinking, rock climbing, and flocking behaviors inform engineering leadership. She covers balancing team autonomy with alignment, supporting mentorship and other invisible work, and transitioning from hands-on engineering to leadership while maintaining organizational trust and psychological safety. ### Source excerpt Pauline Jepp explains how systems thinking, rock climbing, and flocking behaviors apply to engineering leadership. She shares strategies for balancing team autonomy with alignment, supporting invisible work like mentorship, and navigating transitions from hands-on engineer to engineering leader while maintaining organizational trust and psychological safety. By Pauline Jepp ## Quoting Laurie Voss DevFeed: [Quoting Laurie Voss]() Original publisher: [Read original article]() Author: Simon Willison Published: 2026-09-14T14:34:29Z Content type: opinion Language: en Sources: [Simon Willison's Weblog]() Topics: [Code](), [Software]() Tags: [agentic](), [agentic-engineering](), [agentic-engineering-63](), [ai](), [ai-2-236](), [careers](), [careers-83](), [deep](), [deep-blue](), [deep-blue-12](), [generative](), [generative-ai](), [generative-ai-1-982](), [laurie-voss](), [laurie-voss-6](), [llms](), [llms-1-948]() ### AI overview A quotation from Laurie Voss argues that the cost of writing code has collapsed and that reviewing, fixing, and operating software may follow. It suggests that identifying user needs, defining them precisely, and making software pleasant to use could become the dominant remaining work as software production expands. ### Source excerpt The cost of writing code collapsed, and the cost of reviewing, fixing and operating it is following, and I'm assuming it gets there. What's left of making software is finding out what people actually want, defining it precisely, and making it pleasant to use. That cost is per piece of software and doesn't transfer, so as the amount of software goes to infinity, which it will because there's no ceiling on demand, that cost becomes the whole job. -- Laurie Voss, We are all Product Engineers now Tags: laurie-voss, generative-ai, agentic-engineering, ai, llms, deep-blue, careers ## 'Ship a good game, learn from it, and build from there:' Lessons from going indie after a decade at id Software DevFeed: ['Ship a good game, learn from it, and build from there:' Lessons from going indie after a decade at id Software]() Original publisher: [Read original article]() Author: Chris Kerr Published: 2026-09-10T18:56:42Z Content type: news Language: en Sources: [gamedeveloper]() Topics: [Game Development](), [Development](), [cloud-infrastructure]() Tags: [business](), [careers](), [company](), [development](), [doom](), [game-development](), [games](), [industry](), [marketing](), [money](), [production](), [publisher](), [team]() ### AI overview Game Developer interviews Tony Garza and Richard O'Neal about leaving id Software, founding the indie studio Turnkey Games, and developing the horror adventure Apart. They describe bootstrapping the company, growing the team gradually, controlling overhead, and directing spending toward development and essential business costs. ### Source excerpt We sit down with Doom Eternal art director Tony Garza and fellow id alum Richard O'Neal to hear about their journey into the world of indie development through Turnkey Games. ## Why Strong Candidates Are Rejected in Big Tech Interviews DevFeed: [Why Strong Candidates Are Rejected in Big Tech Interviews]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-09-03T16:22:55Z Content type: opinion Language: en Sources: [Big Tech Careers]() Topics: [Tech Careers](), [decision-making]() Tags: [careers](), [decision-making](), [interview](), [storytelling]() ### 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. ## From MIT to IBM, expediting AI and quantum deployment DevFeed: [From MIT to IBM, expediting AI and quantum deployment]() Original publisher: [Read original article]() Author: Lauren Hinkel | MIT-IBM Computing Research Lab Published: 2026-09-02T20:25:00Z Content type: news Language: en Sources: [MIT AI News]() Topics: [Artificial Intelligence](), [ibm](), [Reinforcement learning](), [Computing](), [LLMs]() Tags: [academic](), [ai](), [ai-agents](), [algorithms](), [alumni-ae](), [aram-harrow](), [artificial-intelligence](), [atari-games](), [careers](), [collaboration](), [computer-science-and-artificial-intelligence-laboratory-csail](), [computer-science-and-technology](), [computing](), [data](), [electrical-engineering-and-computer-science-eecs](), [fair-ai](), [graduate-postdoctoral](), [graduate-students](), [ibm](), [industry](), [irene-ko](), [isaac-chuang](), [language-models](), [learning](), [luca-daniel](), [machine-learning](), [mit-ibm-computing-research-lab](), [mit-ibm-watson-ai-lab](), [mit-schwarzman-college-of-computing](), [pulkit-agrawal](), [quantum-computing](), [quantum-machine-learning](), [research](), [school-of-engineering](), [srinivasan-arunachalam](), [trustworthy-ai](), [vllm-hook](), [zhang-wei-hong]() ### AI overview MIT graduate students and a former postdoc who moved to IBM describe how work with the MIT-IBM Computing Research Lab helped translate rigorous research into industry applications. Their areas include quantum machine learning, reinforcement learning, AI agents, and trustworthy and fair AI. ### Source excerpt MIT affiliates engage with the MIT-IBM Computing Research Lab to bring rigorous theory to production systems. ## Two Goals I Missed in August DevFeed: [Two Goals I Missed in August]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-08-27T16:39:00Z Content type: opinion Language: en Sources: [Big Tech Careers]() Topics: [Tech Careers](), [Amazon Bedrock AgentCore](), [Amazon Web Services](), [OpenAI]() Tags: [amazon-bedrock-agentcore](), [aws](), [bias](), [careers](), [claude](), [funding](), [hiring](), [linkedin](), [promotion](), [tech-careers]() ### AI overview The author reflects on missing a weekly publishing goal and completing none of three planned Claude certifications. The article also argues that LinkedIn highlights successes while concealing the setbacks behind them, creating a distorted view through survivorship bias. ### Source excerpt LinkedIn is lying to you. What you don't see behind the scene! ## Linux Foundation Newsletter: August 2026 DevFeed: [Linux Foundation Newsletter: August 2026]() Original publisher: [Read original article]() Author: andrewb@proximabiz.com (The Linux Foundation) Published: 2026-08-12T21:05:19Z Content type: article Language: en Sources: [Linux Foundation - Blog]() Topics: [Linux](), [linux foundation](), [Artificial Intelligence](), [Model Context Protocol](), [Cloud](), [AWS Transform]() Tags: [2026](), [ai](), [blog](), [careers](), [cloud](), [education](), [events](), [lf-europe](), [lf-events](), [lf-research](), [linux](), [linux-blog](), [linux-foundation](), [mcp](), [newsletter](), [open-source](), [open-source-summit](), [project-news](), [projects](), [report](), [tech-talent]() ### AI overview The Linux Foundation's August 2026 newsletter highlights its 35th anniversary and a training discount, then summarizes developments across open source, AI, cloud native, edge computing, cybersecurity, research, events, and technical projects. It covers the Tokenomics Foundation, MCP integrations and MCP 728, a military-drone interoperability hackathon, research about Japan's developer and tech talent markets, and upcoming Open Source Summit Europe. ### Source excerpt Welcome to the August 2026 edition of the Linux Foundation Newsletter The Linux Foundation is celebrating 35 years of Linux, and training is discounted through August 18. Use code TUX35 for 35% off certifications, courses, and bundles across cloud, AI, cybersecurity, and more. Beyond the discount, five things stand out this month. The Linux Foundation launched the Tokenomics Foundation, backed by more than 30 organizations, to build vendor-neutral standards for tracking the cost and ROI of AI. FINOS released Fluxnova 3.0 and FDC3 3.0, both adding MCP integration so AI agents can execute financial workflows directly. AAIF shipped MCP 728, a stateless version of the protocol that no longer needs a session handshake, and celebrated the launch with 475 people across 7 events in 6 cities. The Dronecode Foundation ran a hackathon in Manassas, Virginia, where 14 companies, including direct competitors, completed 7 working integrations of MAVLink-Military, a new open interoperability standard for military drones and payloads. And a wave of AI-and-infrastructure research landed at once: a CNCF and SlashData report puts Japan's cloud native developer community at nearly a million, LF Edge published its State of the Edge 2026 report on edge computing in the AI era, and a new tech talent report shows AI is a net job creator in Japan even as companies struggle to find full-stack-ready hires. You'll also find open calls for two LF Research surveys, a new LF Research report, registration open for Open Source Summit Europe in Prague (October 7-9), and project news spanning agentic AI, telecom, mainframe, geospatial, and safety-critical software. >> Read on for even more news, research, and opportunities from across the Linux Foundation. ## What Jobs Can You Get After Learning Python? 6 Careers and Their Salaries DevFeed: [What Jobs Can You Get After Learning Python? 6 Careers and Their Salaries]() Original publisher: [Read original article]() Author: Kari Brooks Published: 2026-08-10T20:00:19Z Content type: article Language: en Sources: [Treehouse Blog]() Topics: [Python](), [Back end](), [Django](), [Flask](), [pandas]() Tags: [backend](), [backend-development](), [career-advice](), [career-change](), [careers](), [data-analyst](), [developer](), [django](), [flask](), [learn](), [learn-to-code](), [learning](), [pandas](), [python](), [python-careers](), [tech-jobs]() ### AI overview This guide describes six career paths available after learning Python, including data analysis, data science, backend development, machine learning engineering, automation engineering, and DevOps. It discusses beginner accessibility, required skills, and salary ranges from roughly $60,000 for entry-level analysts to over $180,000 for senior machine learning engineers. ### Source excerpt Python opens doors to data, web, AI, and automation careers. Here are six real jobs you can land after learning Python, what they pay, and which ones welcome beginners. The post What Jobs Can You Get After Learning Python? 6 Careers and Their Salaries appeared first on Treehouse Blog. ## 7 Words, 7 Journeys: The Wealthfront New College Grad Experience DevFeed: [7 Words, 7 Journeys: The Wealthfront New College Grad Experience]() Original publisher: [Read original article]() Author: Catie Corley Published: 2026-08-03T20:16:50Z Content type: opinion Language: en Sources: [Wealthfront]() Topics: [Learning](), [systems](), [Code]() Tags: [career](), [careers](), [code](), [engineering](), [learning](), [recruiting](), [systems](), [university](), [wealthfront-engineering]() ### AI overview Seven Wealthfront engineers describe their first two years after college, focusing on how their work, teammates, feedback, and problem-solving contributed to learning, growth, and increased confidence in navigating ambiguity. ### Source excerpt There's a common saying that life is a series of opening and closing doors. When you graduate college, you're handed a master key that unlocks countless doors in your path. This is a pivotal time - that first door you choose to walk through sets the foundation for the rest of your career. Two years... Read more ## AWS and Claude Certification Pathways Mapped to Cloud Roles DevFeed: [AWS and Claude Certification Pathways Mapped to Cloud Roles]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-07-16T14:19:54Z Content type: article Language: en Sources: [Big Tech Careers]() Topics: [Amazon Web Services](), [Claude](), [Cloud](), [Tech Careers]() Tags: [aws](), [careers](), [certifications](), [claude](), [cloud](), [developers]() ### AI overview This article maps six AWS and Claude certification pathways to cloud-related roles, including sales, marketing, project management, software engineering, development, solutions architecture, machine learning, and DevOps. It recommends pairing a role-appropriate Claude certification with an AWS certification that validates underlying cloud skills. ### Source excerpt 6 certification pathways mapped by role ## Linux Foundation Newsletter: July 2026 DevFeed: [Linux Foundation Newsletter: July 2026]() Original publisher: [Read original article]() Author: andrewb@proximabiz.com (The Linux Foundation) Published: 2026-07-15T21:09:02Z Content type: news Language: en Sources: [Linux Foundation - Blog]() Topics: [linux foundation](), [Open Source](), [Cloud Native Ecosystem](), [Kubernetes](), [Artificial Intelligence](), [Cybersecurity](), [Mainframe]() Tags: [2026](), [ai](), [blog](), [careers](), [cloud-native](), [cybersecurity](), [education](), [events](), [kubernetes](), [lf-europe](), [lf-events](), [lf-research](), [linux](), [linux-blog](), [linux-foundation](), [news](), [newsletter](), [open-source](), [open-source-summit](), [project-news](), [projects](), [reports](), [tech-talent]() ### AI overview The Linux Foundation's July 2026 newsletter covers a training and certification promotion, upcoming open source events including KubeCon + CloudNativeCon Japan, research surveys and reports, and project news across agentic AI, telecom APIs, mainframe, geospatial, and safety-critical software. It also reports FINOS and seven financial institutions' intent to form OSERA for shared security remediation of software packages. ### Source excerpt Welcome to the July 2026 edition of the Linux Foundation Newsletter July is one of the best months for LF Training deals. For 2026, the "Finish the Year Strong" promotion brings savings of up to 40% on vendor-neutral training, certifications, and bundles across Linux, cloud native, cybersecurity, AI, and more. The offer ends July 21. Don't miss it. Beyond education, this month's newsletter highlights open source communities converging in person and in production. KubeCon + CloudNativeCon Japan lands in Yokohama July 28-30, the Academy Software Foundation brings Open Source Days back to SIGGRAPH, and following the launch of Akrites, FINOS and seven major financial institutions announced their intent to form OSERA, mutualizing security remediation for the packages regulated industries depend on. You'll find three active LF Research surveys and two new reports, fresh perspectives from Linux Foundation Europe, featured project news spanning agentic AI, telecom APIs, mainframe, geospatial, and safety-critical software, and a busy global events calendar. Feedback is welcome. >> Read on for even more news, research, and opportunities from across the Linux Foundation. ## A Career Journey from Cryptanalysis Research to SRE and Chief Editor at Microsoft DevFeed: [A Career Journey from Cryptanalysis Research to SRE and Chief Editor at Microsoft]() Original publisher: [Read original article]() Author: Alexandra Savelieva Published: 2026-07-07T07:16:01Z Content type: opinion Language: en Sources: [Data Science at Microsoft]() Topics: [Data Science](), [Microsoft](), [Cryptography](), [site-reliability-engineering](), [Algorithms, Complexity](), [audit trail]() Tags: [ai](), [algorithms](), [audit-trail](), [careers](), [crack](), [data-science](), [logs](), [machine-learning](), [microsoft](), [paper](), [sre]() ### AI overview The author reflects on becoming chief editor of Microsoft's Data Science + AI online publication and recounts a career spanning cryptanalysis research, Bing Ads R&D, and site reliability engineering. ### Source excerpt Thoughts on taking the helm of DS@MImage by the author (generated with ChatGPT). This week marks an important chapter of Data Science + AI at Microsoft, as well as in my own professional journey, as I step into the role of chief editor of this online publication after the farewell of its wonderful founder, Casey Doyle. This change is not something that I had planned -- rather it's a combination of unexpected circumstances have come together to make it happen, like many other things that have shaped my career and enabled this opportunity. If you read Casey's farewell article from last week, you may see why a metaphor of navigating the ocean came to mind when I was thinking about what's next for DS@M now that I'm "captaining the ship." The first chapter of my journey took place in 2010 as a Ph.D. intern in Microsoft Research. Under the supervision of Dmitry Khovratovich, I studied block hash functions. The paper that I coauthored ended up making a big splash in cryptanalysis (see Biclique attack -- Wikipedia), and a fun fact is that it took two years and several rejections at conferences and workshops for it to be recognized. Our approach involved surprisingly simple math and deterministic algorithms to crack a problem that was previously considered a "puzzle" requiring some craft with a bit of luck to solve. This was my main takeaway from the internship: twist and dissect the complex problems until they get reduced to an intuitively understood form, so that solving them becomes a matter of applying the right calculus. I returned in October 2012 as a full-time employee in Bing Ads R&D. I was expecting an applied research job and ended up as an SRE (Site Reliability Engineer) in the Audit Trail service working with logs collected for customer ads. It was "type 2" fun work -- absolutely not fun in the moment, but exciting when I look back. It served as a practical crash course that left the "bible" of SRE imprinted in my brain: how to design services for reliability, how t ## How the FAANG Acronym Evolved into MAMAA, MANGO, and MANGOS DevFeed: [How the FAANG Acronym Evolved into MAMAA, MANGO, and MANGOS]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-07-02T22:39:16Z Content type: opinion Language: en Sources: [Big Tech Careers]() Topics: [Tech Careers](), [amazon](), [Google](), [Meta](), [Microsoft](), [Netflix]() Tags: [2025](), [2026](), [careers](), [company](), [faang]() ### AI overview The article traces the evolution of the acronym used for major technology companies, from FANG and FAANG to MAMAA, MANGO, and MANGOS. It explains how company rebranding, market leadership, and changes in capital and talent influenced each revision. ### Source excerpt What's in the acronym? ## 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]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-05-28T18:50:30Z Content type: opinion Language: en Sources: [Big Tech Careers]() Topics: [Tech Careers](), [Job](), [Handshake]() Tags: [2026](), [article](), [careers](), [how-to](), [interview](), [job](), [job-search](), [resume]() ### 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. ## What the Forward Deployed Engineer Role Involves and Who It Suits DevFeed: [What the Forward Deployed Engineer Role Involves and Who It Suits]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-05-21T15:10:52Z Content type: opinion Language: en Sources: [Big Tech Careers]() Topics: [Tech Careers]() Tags: [careers](), [tech-careers]() ### AI overview This opinion piece examines skepticism about the Forward Deployed Engineer role and presents it as a career involving technical approaches, stakeholder communication, client work, and entrepreneurship-oriented learning. ### Source excerpt On the hype, the hate, and who this role is actually for ## If Hope is Your Strategy, You're Doing On-Call Wrong DevFeed: [If Hope is Your Strategy, You're Doing On-Call Wrong]() Original publisher: [Read original article]() Author: Natalia de Pablo Garcia Published: 2026-05-19T10:05:05Z Content type: article Language: en Sources: [Backend Job: skill, salary and insights - Codemotion Magazine]() Topics: [DevOps](), [Monitoring](), [site-reliability-engineering](), [Security]() Tags: [careers](), [devops](), [monitoring](), [on-call](), [operational](), [software-architecture]() ### AI overview The article promotes a Codemotion Madrid 2026 talk about improving on-call operations through proactive monitoring, well-defined runbooks, and intelligent alerting. It argues that these practices help engineering teams manage incidents and operate critical systems at scale, particularly in finance. ### Source excerpt Codemotion Madrid 2026 is fine-tuning every detail to welcome a new edition packed with knowledge, business opportunities, and networking. Among the wide range of topics ahead, DevOps will play a key role at a time when, although everything moves at breakneck speed, security and stability remain non-negotiable. In the talk "If Hope is Your Strategy,... Read more The post If Hope is Your Strategy, You're Doing On-Call Wrong appeared first on Codemotion Magazine. ## How to Showcase Your AI Experience in Behavioral Interviews DevFeed: [How to Showcase Your AI Experience in Behavioral Interviews]() Original publisher: [Read original article]() Author: Prasad Rao Published: 2026-04-30T19:45:46Z Content type: tutorial Language: en Sources: [Big Tech Careers]() Topics: [Artificial Intelligence](), [Tech Careers](), [Learning](), [trust]() Tags: [ai](), [careers](), [critical-thinking](), [how-to](), [interviews](), [learn]() ### AI overview A guide to presenting hands-on AI experience in behavioral interviews. It explains what interviewers assess, outlines common questions, and adapts the STAR framework to help candidates describe their AI projects, decisions, learning, and handling of incorrect or biased outputs. ### Source excerpt Embed your AI experience in your Interview Stories ## How we standardized MariaDB in our Integration Server DevFeed: [How we standardized MariaDB in our Integration Server]() Original publisher: [Read original article]() Author: Eloy Gonzalez Published: 2026-03-26T18:59:43Z Content type: article Language: en Sources: [Wealthfront]() Topics: [MariaDB](), [Testing](), [migration](), [Databases](), [Jenkins](), [CI/CD](), [Back end]() Tags: [architecture](), [backend](), [careers](), [ci-cd](), [data](), [engineering-culture](), [hibernate](), [infrastructure](), [integrity](), [jenkins](), [locking](), [migration](), [modularization](), [production](), [sql](), [testing](), [tests](), [wealthfront-engineering]() ### AI overview Wealthfront describes migrating its Integration Server from HSQLDB to MariaDB to improve parity with production. The article covers the migration strategy, architectural hurdles, and benefits for data integrity, concurrency, locking, and production-like testing. ### Source excerpt Engineering at Wealthfront is centered on the idea that code should be written to facilitate testing, not the other way around. Without a staging environment to fall back on, we maximize confidence through a sophisticated, multi-layered testing strategy. While unit tests provide our most rigorous line of defense, our Integration Server is the workhorse that... Read more ## 5 Career Myths From Women in Engineering DevFeed: [5 Career Myths From Women in Engineering]() Original publisher: [Read original article]() Author: Emily Majewski Published: 2026-03-17T13:28:39Z Content type: opinion Language: en Sources: [Two Sigma Engineering]() Topics: [Job](), [Software Engineering](), [engineering-culture](), [Amazon Web Services](), [Feature Engineering](), [Finance](), [Users]() Tags: [advice](), [career](), [careers](), [engineering](), [skills](), [software-engineer](), [team](), [users]() ### AI overview The article examines five common career myths through the experiences of three Two Sigma engineering leaders. Their nonlinear careers illustrate how lateral moves, detours, and varied roles can build useful skills and inform later work in software engineering, architecture, and technical leadership. ### Source excerpt The post 5 Career Myths From Women in Engineering appeared first on Two Sigma. ## Working at the intersection of data and AI with Kenza Boulisfane DevFeed: [Working at the intersection of data and AI with Kenza Boulisfane]() Original publisher: [Read original article]() Author: Thumbtack People Team Published: 2026-03-05T19:31:06Z Content type: article Language: en Sources: [Thumbtack Engineering - Medium]() Topics: [Artificial Intelligence](), [data](), [recommendations](), [real-time]() Tags: [agent](), [ai](), [analytics](), [careers](), [data](), [real-time](), [recommendations](), [software-development](), [technology]() ### AI overview In a Q&A, Thumbtack software engineer Kenza Boulisfane discusses building an AI-powered Marketing Analytics Agent. The tool is intended to help people across the company ask questions about marketing performance, receive data-backed recommendations, and explore results in real time without requiring SQL expertise. She also describes the challenges of unifying fragmented, differently defined marketing data and translating it into clear insights. ### Source excerpt Kenza Boulisfane, Software Engineer at Thumbtack, works at the intersection of data, AI, and real business impact. In this Q&A, she shares how she's building an AI-powered Marketing Analytics Agent designed to make complex marketing data accessible to everyone. She also reflects on team culture, technical challenges, and why diverse perspectives make engineering stronger. What are you currently working on? I'm working on building a Marketing Analytics Agent. It's an AI-powered marketing expert that provides companywide support, regardless of technical background. The idea is simple: marketing data shouldn't require a SQL expert to interpret it. Whether someone is in Data Science, Growth, Brand, or Product, they should be able to ask questions like, "How did paid social perform last week?" or "Why did conversions dip in this channel?" and get a clear, reliable answer. Even better, they should receive thoughtful, data-backed recommendations. Instead of waiting on reports or digging through multiple tools, teams can explore performance in real time, ask follow-up questions, and move faster with confidence. I love that my work sits at the intersection of data, AI, and real business impact. How would you describe the culture of your team? I'd describe my team culture as genuinely supportive. People are always willing to jump in, answer questions, share context, or sanity-check an idea, regardless of how busy they are. We're in it together, and that makes tackling ambitious projects feel a lot less daunting. At the same time, we don't take ourselves too seriously. Some of my favorite moments have been at offsites when we play games and you suddenly see everyone's competitive side come out. It's funny how the same people who are thoughtfully debating technical implementation during the day are fully locked in trying to win a Mafia/Werewolf round. What are some of the unique technical challenges you get to solve? One of the biggest challenges is turning fragmented marketi ## XcodeGen and the quest to modularize the Wealthfront iOS app DevFeed: [XcodeGen and the quest to modularize the Wealthfront iOS app]() Original publisher: [Read original article]() Author: Matthew Bommer Published: 2026-03-02T17:56:41Z Content type: tutorial Language: en Sources: [Wealthfront]() Topics: [XcodeGen](), [iOS](), [Swift](), [Xcode](), [Command-line interface](), [configuration](), [Development]() Tags: [automation](), [careers](), [declarative](), [infrastructure](), [ios](), [modularization](), [swift](), [wealthfront-engineering](), [xcode](), [xcodegen](), [yaml]() ### AI overview Wealthfront describes adopting XcodeGen to generate Xcode project files from declarative YAML, reducing project-file merge conflicts and making build configuration more reviewable. The team also plans to use it to support modularizing its large iOS application into independently compilable modules. ### Source excerpt Every iOS application starts as a monolith. Xcode's default project structure places all source files, resources, and build configuration into a single module (or target, for all the iOS devs reading this). For small apps, this works fine. For a 10+ year old financial application with roughly 2,000 Swift and a handful of Objective-C files,... Read more ## A Q&A on Site Reliability Engineering and Observability at Thumbtack DevFeed: [A Q&A on Site Reliability Engineering and Observability at Thumbtack]() Original publisher: [Read original article]() Author: Thumbtack People Team Published: 2026-02-05T18:01:47Z Content type: article Language: en Sources: [Thumbtack Engineering - Medium]() Topics: [site-reliability-engineering](), [observability](), [Software as a service](), [Self-hosted](), [Incident response](), [telemetry]() Tags: [careers](), [company](), [culture](), [employee-experience](), [engineering](), [growth](), [incident-response](), [observability](), [saas](), [scale](), [self-hosted](), [site-reliability](), [software-engineer](), [software-engineering](), [systems](), [technical](), [technology](), [work]() ### AI overview In this Q&A, Thumbtack Senior Software Engineer Brett Shouse discusses his site reliability engineering work, including migrating self-hosted observability services to a unified SaaS platform. He also describes addressing technical debt, improving incident response, and unifying logs, traces, and metrics. ### Source excerpt A Q&A with Brett Shouse, Senior Software Engineer.As an engineer, what drew you to Thumbtack? I joined Thumbtack in March of 2025, and from day one it's felt like the right place to grow, build, and make a real impact. I was ready for a fresh challenge and wanted to help evolve a business that truly aligned with my values. I took a very intentional approach to my search. I reviewed the career sites of 106 companies to deeply understand their cultures, and from that process I applied and interviewed with four outstanding organizations. Each had strong teams and compelling missions, but Thumbtack stood out immediately. The values resonated with me, the opportunities for growth were clear, and I could see countless ways to meaningfully contribute -- not just within site reliability engineering, but across engineering as a whole. Choosing Thumbtack felt both exciting and obvious. What work are you currently focused on? I'm currently leading work to migrate a collection of self-hosted observability services into a unified SaaS platform. This effort is reducing the ongoing burden of systems administration, application support, and alert fatigue, while also lowering costs. Most importantly, it frees up engineering time and energy so teams can focus on the projects that directly support Thumbtack's customers. It's deeply satisfying work because the benefits compound across the entire organization. How would you describe the culture of your team? Supportive, driven, and genuinely fun. My teammates are endlessly curious, highly skilled, and always learning. We love automating toil away so we can focus on meaningful, high-impact work. It's a team that pushes for excellence while lifting each other up along the way. What are some of the unique technical challenges you're solving? Tackling technical debt that naturally accumulates when a company leans in early and then grows rapidly. Defining what effective incident response means for the business and enabling fast, confident res ## Two Engineers, One Mentoring Story: Why Both Sides Win DevFeed: [Two Engineers, One Mentoring Story: Why Both Sides Win]() Original publisher: [Read original article]() Author: Mila Kirova Published: 2026-01-27T14:05:40Z Content type: opinion Language: en Sources: [FreeAgent]() Topics: [Learning](), [Rails](), [Ruby]() Tags: [blog](), [career-progression](), [careers](), [culture](), [development](), [experience](), [insights](), [mentoring](), [rails](), [ruby]() ### AI overview FreeAgent engineers Carme and Mila discuss their three-year mentoring relationship, including how Carme strengthened her Ruby and Rails knowledge through guided study, practical exercises, and increasingly self-directed learning. ### Source excerpt We are Carme and Mila, both software engineers at FreeAgent, where we collaborate as mentee and mentor. In this blog we interview each other about our mentoring relationship. We're hoping that our experience is universal and sharing our insights will be useful to anyone who is interested in mentoring. If you like what you read, [...] ## Education is not one-size-fits-all for the latest CTO Fellows DevFeed: [Education is not one-size-fits-all for the latest CTO Fellows]() Original publisher: [Read original article]() Author: werner@allthingsdistributed.com (Dr. Werner Vogels) Published: 2026-01-27T14:00:00Z Content type: article Language: en Sources: [All Things Distributed]() Topics: [Learning](), [Generative AI]() Tags: [careers](), [education](), [generative-ai](), [india](), [posts](), [technology]() ### AI overview The article introduces the latest cohort of Now Go Build CTO Fellows, whose work focuses on using technology to address varied educational needs. The fellows support refugee reskilling, use generative AI to create multilingual learning materials for health workers, and develop education initiatives for rural communities with limited connectivity and access to teachers. ### Source excerpt Today, I'm honored to introduce you to the latest cohort of Now Go Build CTO Fellows. Individuals from around the world with diverse backgrounds (engineering, the humanities, business, healthcare, entrepreneurship, law) that have found their calling at the intersection of technology and education. [Next page]()