# Q & A Published articles for Q & A. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Create AI-Ready Enterprise Content with the Syncfusion .NET Document Chunking Library \[Webinar Show Notes\] DevFeed: [Create AI-Ready Enterprise Content with the Syncfusion .NET Document Chunking Library \[Webinar Show Notes\]]() Original publisher: [Read original article]() Author: Anantha Lakshmi Kannan Published: 2026-11-03T14:00:00Z Content type: article Language: en Sources: [Syncfusion]() Topics: [document ai](), [.NET](), [AI for interactive applications](), [ASP.NET Core](), [ASP.NET](), [pdf](), [C#]() Tags: [ai](), [ai-document-processing-in-net](), [ai-document-processing-syncfusion](), [ai-ready-enterprise-documents](), [ai-workflows](), [angular](), [applications](), [asp-net-core](), [document-chunking](), [document-chunking-for-rag](), [document-chunking-in-c-sharp](), [document-chunking-library-for-net](), [document-processing](), [document-q-a-using-rag](), [docx](), [embedding](), [embeddings](), [enterprise](), [excel](), [json](), [markdown](), [net-document-chunking](), [net-document-chunking-library](), [net-document-processing](), [pdf](), [powerpoint](), [q-a](), [rag](), [rag-implementation-in-asp-net-core](), [syncfusion](), [webinar](), [word]() ### AI overview The Syncfusion .NET Document Chunking Library prepares Excel, Word, PDF, PowerPoint, and Markdown documents as structured chunks with configurable chunking modes, size, and token overlap. Its JSON output includes metadata and citation information. In the demonstrated RAG workflow, the application separately generates and stores embeddings, retrieves matching chunks, and passes their context to an AI model; those steps are not handled by the library. The library has no built-in integration with the Angular DOCX Editor, but an edited document can be exported as a DOCX Blob, sent to an ASP.NET Core backend, and processed without permanent storage. Other formats such as video and general XML are unsupported and require separate extraction or conversion. The library also does not provide syntax-aware chunking for source code; code inside Word or Markdown is treated as ordinary content. ### Source excerpt Learn how to prepare PDF, Word, Excel, PowerPoint, and Markdown documents for AI workflows using the Syncfusion .NET Document Chunking Library. Explore chunking, JSON output, and RAG-based document Q&A. ## Stack Overflow: 'Reports of Our Death are Greatly Exaggerated' DevFeed: [Stack Overflow: 'Reports of Our Death are Greatly Exaggerated']() Original publisher: [Read original article]() Author: EditorDavid Published: 2026-11-02T00:34:00Z Content type: opinion Language: en Sources: [Slashdot]() Topics: [Stack Overflow](), [stack-internal](), [knowledge-management](), [knowledge-engineering](), [API]() Tags: [2026](), [agents](), [ai](), [ai-assistants](), [ai-context](), [api](), [beta](), [context-layer](), [developer](), [developer-story](), [developer-survey](), [developers](), [enterprise](), [governed-ai](), [ide](), [knowledge](), [models](), [programming](), [provenance](), [q-a](), [stack-overflow]() ### AI overview Stack Overflow says AI is changing how developers access its knowledge rather than making that knowledge or the company disappear. Its 2026 Developer Survey found 64% of respondents visit less often for simple questions, while developers report asking more advanced questions and using the site to verify AI answers. The company says its human-validated Q&A content also helps train models and improve retrieval and AI tools. Its newer offerings include Stack Overflow for Agents, an API-first beta for agents to exchange knowledge and verify solutions; Developer Story, for showcasing verifiable expertise; and Stack Internal, a governed enterprise AI context layer that curates organizational knowledge with provenance, trust signals, and expert validation when needed. The excerpt presents a shift from a destination Q&A site toward knowledge infrastructure, while giving no further detail on the products' performance or adoption. ### Source excerpt Stack Overflow's senior VP of community says predictions of their demise "make for compelling headlines, but they confuse a change in how people access knowledge with the disappearance of the knowledge -- and the company -- behind it. AI has changed developer behavior. In our recently released 2026 Developer Survey, 64% of respondents said they visit Stack Overflow less frequently for simple questions. But developers also report asking more advanced questions and visiting the site to verify AI-generated answers. Stack Overflow remains a place where people can challenge assumptions, compare approaches, and validate solutions. But it's also important to understand that our public Q&A site is only one part of Stack Overflow, the company. The knowledge created on the Q&A site helps power the AI ecosystem itself. Stack Overflow's human-validated content is used to train and improve models, strengthen retrieval systems, and make AI assistants and other tools more reliable. Developers and technologists may encounter an answer through a different interface -- such as their IDE -- but the underlying knowledge may still have begun the same way it did in the past: with a developer sharing what they learned on Stack Overflow. We're also building for what comes next. We recently launched the beta of Stack Overflow for Agents, an API-first knowledge exchange where agents can share knowledge and verify solutions. We also brought back Developer Story, giving developers a verifiable way to showcase their expertise, accomplishments, and contributions beyond a traditional résumé. And we have much more planned and in development to give people compelling new reasons to visit the site beyond Q&A. Several years ago, we pivoted aggressively toward the enterprise. In September, we launched the next generation of Stack Internal, our governed AI context layer for companies. It captures and curates organizational knowledge, adds provenance and trust signals, and brings in subject-matter experts w ## Q&A: Hey AI, who should I vote for this year? DevFeed: [Q&A: Hey AI, who should I vote for this year?]() Original publisher: [Read original article]() Author: Abby Abazorius | MIT News Published: 2026-10-30T19:00:00Z Content type: news Language: en Sources: [MIT AI News]() Topics: [AI Chat](), [Artificial Intelligence]() Tags: [2026](), [2026-midterm-elections](), [adam-berinsky](), [ai](), [ai-and-elections](), [ai-chatbots](), [ai-responses](), [ai-systems](), [artificial-intelligence](), [audit](), [auditing](), [chara-podimata](), [charles-steward](), [chatbots](), [computer-science-and-technology](), [data](), [discuss](), [elections](), [interview](), [laboratory-for-information-and-decision-systems-lids](), [llm-election-observatory](), [midterm](), [mit](), [mit-schwarzman-college-of-computing](), [mit-sloan-school-of-management](), [political-science](), [project](), [q-a](), [questions](), [research](), [school-of-humanities-arts-and-social-sciences](), [technology-and-society](), [vote](), [voting-and-elections]() ### AI overview MIT's LLM Election Observatory repeatedly asks popular chatbots a fixed set of election questions, varying user identities and prompt framing, to document how answers, tone, and cited sources change over time. The team plans to share the collected data and preliminary analyses publicly so researchers and voters can examine these otherwise private information environments. Early 2026 observations show differences in presentation, sources, and tone across user identities, sometimes despite the same underlying facts. The researchers have not completed their longitudinal analysis and cannot yet say how stable these differences are or how people respond to them. They caution that confident chatbot answers may be inaccurate, incomplete, or based on weak sources, and recommend treating them as a starting point. Their aim is to audit effects without assuming AI is inherently good or bad for elections. ### Source excerpt MIT professors Adam Berinsky and Chara Podimata discuss a new project to track how AI chatbots are responding to questions about the 2026 U.S. midterm elections. ## DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards DevFeed: [DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards]() Original publisher: [Read original article]() Author: Haoyu Hu, Xuandong Zhao, Xuhai "Orson'' Xu, Nori Jacoby Published: 2026-10-30T04:00:00Z Content type: article Language: en Sources: [arXiv: Machine Learning]() Topics: [rlvr](), [Reinforcement learning](), [grpo](), [llm-reasoning](), [Language models]() Tags: [benchmarks](), [budget](), [coding](), [compute](), [cs-ai](), [cs-lg](), [grpo](), [learning](), [lightweight](), [llama](), [llms](), [math](), [optimize](), [performance](), [prompt](), [q-a](), [quality](), [qwen3](), [reasoning](), [reinforcement-learning](), [rlvr](), [token]() ### AI overview DUET jointly allocates RLVR token budgets across prompts and rollout lengths, addressing two decisions that prior methods generally controlled separately. As a lightweight layer over GRPO, it uses a pre-rollout estimate of prompt informativeness to assign rollout counts and a marker-gated abort rule with importance reweighting to stop rollouts. On Qwen3-1.7B trained on MATH, it outperformed full-budget GRPO and three budget-aware baselines. The abstract reports a 1.62x wall-clock speedup and performance on par with the best baseline in scientific Q&A; at half the token budget, DUET still beat all baselines at full budget and achieved a 2.51x speedup over full-budget GRPO. The authors also report results across math and coding benchmarks and other backbones, including Qwen3-4B to 14B and Llama-3.2-3B-Instruct. These are abstract-level claims; no experimental details are provided here. ### Source excerpt arXiv:2605.08441v2 Announce Type: replace Abstract: Reinforcement learning with verifiable rewards (RLVR) generates hundreds of thousands of tokens per training step, with rollout generation dominating the computational cost. The overall token budget can be controlled along two main dimensions: (i) deciding which prompts to allocate rollouts to, and (ii) deciding how long each rollout should be. Prior work has generally controlled only one of these dimensions at a time. We show that jointly tuning both decisions under a shared compute budget improves both reasoning quality and wall-clock training time. We instantiate this view as \textbf{DU}al-controlled tok\textbf{E}n alloca\textbf{T}ion (DUET), a computationally efficient layer over GRPO that uses a lightweight pre-rollout surrogate of prompt informativeness to set how many rollouts each prompt receives, and a marker-gated abort rule with importance reweighting to set when to stop them. On Qwen3-1.7B trained on MATH, DUET outperforms full-budget GRPO and the other three budget-aware baseline methods. DUET's advantage further generalizes to other benchmarks across math and coding, and is on par with the best baseline on the scientific Q\&A domain, while also achieving a $1.62\times$ wall-clock speedup. More notably, using only 50\% of the token budget, DUET still outperforms all baseline methods at their full budget, achieving an even higher $2.51\times$ speedup over full-budget GRPO. We verify the high performance of DUET on other backbone LLMs, including Qwen3-4B to 14B and Llama-3.2-3B-Instruct. Notably, the gap between DUET and the strongest baseline \emph{widens} as the budget tightens, contrary to the usual pattern in which efficient methods trade off quality as compute decreases. More broadly, these results suggest that DUET budget-aware control strategies are valuable not only for accelerating training, but also for improving the quality of the learning signal. ## The reports of Stack Overflow's death are greatly exaggerated DevFeed: [The reports of Stack Overflow's death are greatly exaggerated]() Original publisher: [Read original article]() Author: Philippe Beaudette Published: 2026-10-29T22:30:00Z Content type: opinion Language: en Sources: [Stack Overflow]() Topics: [Stack Overflow](), [stack-internal](), [knowledge-management]() Tags: [ai](), [ai-agent](), [ai-assistants](), [ai-context](), [ai-systems](), [api](), [community](), [developer-story](), [developer-survey](), [developers](), [enterprise](), [governed-ai](), [ide](), [infrastructure](), [knowledge](), [models](), [provenance](), [q-a](), [stack-overflow]() ### AI overview Stack Overflow argues that AI is changing how developers access its knowledge, rather than making that knowledge or the company disappear. Its cited 2026 Developer Survey found 64% of respondents visit less often for simple questions, while developers also ask more advanced questions and use the site to verify AI answers. The company says its human-validated content supports model training, retrieval systems, and AI tools, including when answers reach developers through other interfaces. It describes Stack Overflow for Agents as a beta API-first knowledge exchange for agents to share knowledge and verify solutions, and Stack Internal as a governed enterprise AI context layer that curates organizational knowledge, adds provenance and trust signals, and brings in experts when validation is needed. The stated direction is to make trustworthy human knowledge available to developers, organizations, and AI systems. ### Source excerpt I've seen the recent predictions about Stack Overflow's demise. They make for compelling headlines, but they confuse a change in how people access knowledge with the disappearance of the knowledge--and the company--behind it. ## How Zurich is shaping the future of algorithms, 70 years in DevFeed: [How Zurich is shaping the future of algorithms, 70 years in]() Original publisher: [Read original article]() Author: Mariana Rajado Silva Published: 2026-10-29T14:15:00Z Content type: news Language: en Sources: [IBM Research]() Topics: [Algorithms](), [Cryptography](), [AI Models](), [quantum mechanics]() Tags: [agentic](), [agentic-ai](), [ai](), [algorithms](), [applications](), [computer-science](), [computing](), [cpus](), [cryptography](), [digital-twins](), [future](), [ibm](), [lab](), [q-a](), [vision]() ### AI overview Alessandro Curioni says IBM Research is developing foundational algorithms that combine classical computing, quantum computing and AI across five areas: differential equations and dynamical systems; linear algebra and Hamiltonian problems; optimization and combinatorial problems; probability, statistics and stochastic processes; and cryptography. He envisions CPUs, GPUs and QPUs working together under an agentic AI orchestration layer, enabling new approaches to complex problems and more accurate digital twins for science and business. He also credits IBM Research's ability to attract and retain talent, its global reach, and its connection between research and industry as key strengths. The excerpt presents his views and priorities, not specific algorithm results or implementation requirements. ### Source excerpt As IBM's Zurich Lab turns 70, director Alessandro Curioni speaks about the celebrations, his work on Algorithms & Applications, and his vision for the future. ## JetBrains Plugin Developer Conf 2026: AI, New APIs, and More DevFeed: [JetBrains Plugin Developer Conf 2026: AI, New APIs, and More]() Original publisher: [Read original article]() Author: Elena Kerpeleva Published: 2026-10-20T21:49:55Z Content type: news Language: en Sources: [JetBrains]() Topics: [intellij idea plugin](), [jetbrains](), [Learning]() Tags: [2026](), [agents](), [ai](), [ai-assisted](), [apis](), [developer](), [development](), [events](), [intellij-platform](), [jetbrains](), [jetbrains-marketplace](), [language-support](), [livestreams](), [lsp](), [marketplace](), [online](), [plugin](), [plugin-development](), [plugins](), [practical](), [program](), [project](), [prompt](), [q-a]() ### AI overview JetBrains Plugin Developer Conf 2026 is a free online event on November 10 at 1:00 pm UTC, with technical talks, live Q&A, and sessions streamed on YouTube and available afterward. The agenda covers AI-assisted plugin development, building language plugins with the native LSP API, integrating a web-based profiler into IntelliJ IDEA, plugin integration architecture, and EelApi for different project environments. Attendees can join the whole conference or select individual talks. ### Source excerpt What does the rise of AI agents mean for plugin development? And what new tools and APIs can help you build better plugins for JetBrains IDEs? These are some of the topics we'll explore at JetBrains Plugin Developer Conf 2026, taking place online on November 10 at 1:00 pm UTC. Join us for a free [...] ## Building an AI Agent With LangGraph and Python DevFeed: [Building an AI Agent With LangGraph and Python]() Original publisher: [Read original article]() Author: Real Python Published: 2026-10-20T14:00:00Z Content type: tutorial Language: en Sources: [Real Python]() Topics: [Langgraph](), [AI Agent](), [Python]() Tags: [actor](), [ai-agent](), [allows](), [api](), [conditional](), [graphs](), [langgraph](), [learn](), [primer](), [python](), [q-a](), [state](), [video]() ### AI overview This video course teaches LangGraph with Python by building a stateful email-processing agent. It covers state graphs, nodes, edges, conditional workflows, and using tools or APIs to process and send emails. ### Source excerpt Learn LangGraph in Python with this hands-on video course and build a stateful AI agent using state graphs, nodes, and conditional edges. ## Q&A: How AI may affect thinking skills and society DevFeed: [Q&A: How AI may affect thinking skills and society]() Original publisher: [Read original article]() Author: Peter Dizikes | MIT News Published: 2026-10-15T04:00:00Z Content type: opinion Language: en Sources: [MIT AI News]() Topics: [Artificial Intelligence](), [human review]() Tags: [ai](), [ai-and-society](), [ai-and-the-brain](), [ai-overuse](), [artificial-intelligence](), [books-and-authors](), [cognitive-atrophy](), [eric-so](), [faculty](), [interview](), [mit-sloan-school-of-management](), [q-a](), [research](), [society](), [technology-and-society](), [the-collision]() ### AI overview MIT professor Eric So discusses his book on AI's effects on cognition, arguing that heavy reliance on AI may weaken learning and thinking skills. He recommends preserving cognitive effort and using AI as a tutor rather than only as an answer machine. ### Source excerpt In a new book, Professor Eric So explores how the technology affects our thinking skills. ## Andela research identifies emerging developer skill bundles: Q&A with Corey Hymel DevFeed: [Andela research identifies emerging developer skill bundles: Q&A with Corey Hymel]() Original publisher: [Read original article]() Author: Ryan Donovan Published: 2026-10-14T17:12:00Z Content type: article Language: en Sources: [Stack Overflow]() Topics: [Developer skills](), [Job](), [AI Engineering](), [Learning]() Tags: [agentic-development](), [career](), [developer-experience](), [q-a](), [qa](), [se-stackoverflow](), [se-tech](), [skills]() ### AI overview Corey Hymel discusses Andela's analysis of nearly 50,000 job postings, which points to specialized developer skill bundles rather than universal generalist roles. Examples include LLM application engineering, cost-aware reliability engineering and documentation skills for spec-driven development. The interview also explores hiring, reskilling, AI tool adoption and concerns about skill degradation. ### Source excerpt While the whispers say that everyone is becoming a generalist, that's not where headcount is going. ## The Python print() Function: Go Beyond the Basics DevFeed: [The Python print() Function: Go Beyond the Basics]() Original publisher: [Read original article]() Author: Real Python Published: 2026-08-25T14:00:00Z Content type: tutorial Language: en Sources: [Real Python]() Topics: [Python](), [Programming](), [Terminal](), [User Interfaces]() Tags: [coding](), [course](), [deep-dive](), [learning](), [python](), [q-a](), [resources](), [tutorial](), [video]() ### AI overview A course on Python's print() function that covers lesser-known features, common mistakes, newlines, character encodings, buffering, file output, unit-test mocking, and terminal user interfaces. ### Source excerpt Learn about Python's print() function, discover its lesser-known features, avoid common mistakes, and know when to use a better alternative. ## Q&A: Rethinking how innovation happens DevFeed: [Q&A: Rethinking how innovation happens]() Original publisher: [Read original article]() Author: Jason Sparapani | Department of Materials Science and Engineering Published: 2026-08-17T19:50:00Z Content type: article Language: en Sources: [MIT AI News]() Topics: [Materials science and engineering](), [implementation]() Tags: [altruistic-science](), [artificial-intelligence](), [book](), [books-and-authors](), [business-and-management](), [dmse](), [economics](), [engineering](), [eugene-fitzgerald](), [faculty](), [fundamental-innovation](), [future](), [innovation](), [interview](), [invention](), [invisible-engine](), [misconceptions](), [mit-and-masdar-institute-cooperative-program](), [mit-books-and-authors](), [mit-dmse](), [mit-faculty-books](), [mit-faculty-interview](), [moore-s-law](), [q-a](), [research](), [research-commercialization](), [school-of-engineering](), [semiconductor-technologies](), [semiconductors](), [singapore-mit-alliance-for-research-and-technology-smart](), [strained-silicon](), [strategic-research](), [value-creation]() ### 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. ## Is the Fygo OS NAS Safe? Your Important Questions, Answered... DevFeed: [Is the Fygo OS NAS Safe? Your Important Questions, Answered...]() Original publisher: [Read original article]() Author: Rob Andrews Published: 2026-08-14T16:00:59Z Content type: opinion Language: en Sources: [NAS Compares]() Topics: [Fygo OS](), [Software]() Tags: [arm-nas-software](), [best-diy-nas-os](), [btrfs-nas](), [diy-nas-build](), [diy-nas-faq](), [diy-nas-software](), [ext4-nas](), [free-nas-operating-system](), [fygo](), [fygo-nas](), [fygo-nas-software-questions](), [fygo-os](), [fygo-os-debian](), [fygo-os-minisforum](), [fygo-os-review](), [fygo-os-ugreen](), [fygo-photos](), [fygo-photos-vs-google-photos](), [fygo-photos-vs-synology-photos](), [fygo-remote-access](), [fygo-tv](), [fygo-tv-vs-jellyfin](), [fygo-tv-vs-plex](), [fygoconnect](), [fygoconnect-security](), [fygoos](), [fygoos-2fa](), [fygoos-admin-security](), [nas](), [network-attached-storage-nas](), [os](), [q-a](), [review](), [uncategorised]() ### AI overview A detailed Q&A about whether Fygo OS is suitable for storing data, following a software review and several days of testing the platform. It addresses questions raised before, during, and after the testing. ### Source excerpt Does Fygo OS deserve your data? Following my full FygoOS software review, which you can watch here: https://www.youtube.com/watch?v=7kjEHKEMkf8, I wanted to put together a more detailed Q&A covering the questions that came up before, during and after testing the platform. These questions are a mixture of my own points from spending several days with the [...] ## The search for quantum advantage in differential equations DevFeed: [The search for quantum advantage in differential equations]() Original publisher: [Read original article]() Author: Robert Davis Published: 2026-08-03T13:00:00Z Content type: article Language: en Sources: [IBM Research]() Topics: [Quantum Computing](), [Algorithms](), [computational complexity](), [Complex Systems]() Tags: [algorithms](), [complex-systems](), [ibm](), [mathematical-sciences](), [physics](), [q-a](), [quantum](), [quantum-algorithms](), [research](), [systems]() ### AI overview IBM researcher Hari Krovi discusses quantum algorithms for solving certain differential equations and their potential to scale beyond classical methods in selected applications. ### Source excerpt New quantum algorithms could unlock faster ways to model the complex systems behind circuits, fluids, finance, and more. ## Exploring Python's Built-in Functions DevFeed: [Exploring Python's Built-in Functions]() Original publisher: [Read original article]() Author: Real Python Published: 2026-07-21T14:00:00Z Content type: tutorial Language: en Sources: [Real Python]() Topics: [Python](), [Programming](), [Code](), [IO]() Tags: [code](), [coding](), [programming](), [python](), [q-a](), [transcripts](), [tutorial](), [video]() ### AI overview A video course explaining Python's built-in functions and how to use them for mathematics, data types, iterable processing, and input and output. It focuses on choosing appropriate built-ins to write shorter, more Pythonic code. ### Source excerpt Learn Python's built-in functions for math, data types, iterables, and I/O, and when to use each to write more Pythonic code. ## Ethereum Protocol Studies 2026 DevFeed: [Ethereum Protocol Studies 2026]() Original publisher: [Read original article]() Author: Josh Davis; Mario Havel Published: 2026-02-17T00:00:00Z Content type: release Language: en Sources: [Ethereum Foundation Blog]() Topics: [Ethereum](), [Cryptography](), [Learning](), [Zero-knowledge proof](), [Post-quantum cryptography](), [Open Source](), [Discord](), [Wiki]() Tags: [2026](), [cryptography](), [discord](), [ethereum](), [foss](), [learning](), [math](), [platform](), [post-quantum](), [q-a](), [real-time](), [research-development](), [video](), [zero-knowledge]() ### AI overview Ethereum Protocol Studies returns in 2026 with new cryptography and consensus content tracks, including material on zkEVMs, plus a self-paced learning platform built on Moodle. The program begins February 23. ### Source excerpt tl;dr: Ethereum Protocol Studies returns for 2026 with new content tracks in cryptography, lean consensus and zkEVM, plus a new self-paced learning platform. The program kicks off February 23rd. Visit epf.wiki to get started. Ethereum Protocol Studies (EPS) is back. Since launching as a 10-week study group ahead of... ## Translating Keycloak with Weblate DevFeed: [Translating Keycloak with Weblate]() Original publisher: [Read original article]() Author: Alexander Schwartz Published: 2025-04-07T00:00:00Z Content type: article Language: en Sources: [Keycloak Blog]() Topics: [Keycloak](), [Front end](), [GitHub](), [Pull Request]() Tags: [community](), [frontend](), [git](), [github](), [idm](), [kerberos](), [keycloak](), [languages](), [ldap](), [native](), [notifications](), [openid-connect](), [pull-requests](), [q-a](), [review](), [saml](), [sso](), [translation]() ### AI overview Keycloak now integrates with Weblate to simplify translation contributions. Contributors can use a web-based frontend without Git skills, while language maintainers receive automated notifications and review submissions. The article also describes maintainer requirements and the continued use of GitHub pull requests. ### Source excerpt Keycloak runs in a lot of regions and countries. Translations help Keycloak to reach a wider audience by making the platform usable for speakers of various languages. For translations, Keycloak now integrates with Weblate to simplify the process. The community can use a web-based frontend to contribute translations, and the language maintainers get automated notifications and review the translations. Read on for more details on the process. We had an online Q&A session for AMER/EMEA and APAC where you can see this process live and in action. Translate using Weblate Weblate eliminates the need for Git skills; and browsers suffice for translation contributions. Two language maintainers are needed to set up a translation for Keycloak in Weblate. They need to be native speakers of that language and will regularly review the contributions from the community. Today this is the case for languages like Catalan, German, Dutch, Italian, Japanese and Spanish. To have your language added to Weblate, join the GitHub discussion on translations and pair up with others. '' ## Q&A Session with Snyk & John Hammond: Your Fetch the Flag Questions, Answered DevFeed: [Q&A Session with Snyk & John Hammond: Your Fetch the Flag Questions, Answered]() Original publisher: [Read original article]() Author: Taylor Macomber; Gina Fitzpatrick Published: 2025-04-01T04:00:00Z Content type: article Language: en Sources: [Snyk]() Topics: [ctf](), [Cybersecurity](), [snyk](), [JavaScript](), [Mathematics]() Tags: [blog](), [community](), [ctf](), [cybersecurity](), [developer](), [event](), [interest](), [python](), [q-a](), [snyk](), [snyk-learn]() ### AI overview This article presents a live Q&A following Snyk's Fetch the Flag CTF event. Cybersecurity educator John Hammond, challenge designer Matt Kiely, and developer advocates answer questions about getting started with CTFs, collaborating with the security community, using Netcat and pwntools, and automating challenge interactions with Python socket tools. It also introduces a challenge involving JavaScript's Math.random() and discusses securely using generative AI coding tools. ### Source excerpt Here are five standout questions and answers from Snyk's Fetch the Flag CTF event on February 27 and 28. Sit down with cybersecurity educator and developer influencer John Hammond--along with challenge designer Matt Kiely (aka huskyhacks), and developer advocates Micah Silverman, Sonya Moisset, Vandana Verma, and Elliot Ward--for a live Q&A session. ## Meet the board - Alex Iribarren DevFeed: [Meet the board - Alex Iribarren]() Original publisher: [Read original article]() Author: Benny Vasquez Chair; Board Published: 2024-10-08T00:00:00Z Content type: article Language: en Sources: [AlmaLinux]() Topics: [Linux](), [Open Source](), [Programming](), [C]() Tags: [developers](), [interview](), [linux](), [open-source](), [programming](), [q-a]() ### AI overview A text-based interview with AlmaLinux OS Foundation board member Alex Iribarren about his path from learning programming with Basic, Visual Basic, and Pascal to Linux, C, and open source. He discusses community collaboration, contributing solutions, and his early Linux distributions. ### Source excerpt In 2023 we launched a video series in which we have community members answer common questions we're seeing from the community. This year, we're starting another video series, this time with the AlmaLinux OS Foundation board members. Our goal with this new series is to better introduce our board to the AlmaLinux community. For our latest board member Q&A, we interviewed Alex Iribarren. Alex opted for a text-based interview, rather than a video, so you can find the full content below! If you'd like to see the videos of the other members, I've included the playlist at the end of this post. ## Meet the board - Jack Aboutboul DevFeed: [Meet the board - Jack Aboutboul]() Original publisher: [Read original article]() Author: Benny Vasquez Chair; Board Published: 2024-09-12T00:00:00Z Content type: opinion Language: en Sources: [AlmaLinux]() Topics: [Linux](), [Open Source](), [Unix]() Tags: [community](), [linux](), [open-source](), [q-a](), [unix](), [video]() ### AI overview An AlmaLinux OS Foundation board member Q&A featuring Jack Aboutboul discusses his history with Unix and Linux, his hopes for AlmaLinux, and his commitment to building the community. The page includes a video and edited transcript. ### Source excerpt As you may be aware, last year, we launched a video series in which we have community members answer common questions we're seeing from the community. This year, we're starting another video series, this time with the AlmaLinux OS Foundation board members. Our goal with this new series is to better introduce our board to the AlmaLinux community. The first of these board member Q&A videos features Jack Aboutboul. Jack may be a familiar face to you as he has been part of AlmaLinux since the very early days. In the video, he shares his history with Unix and Linux, his hopes for AlmaLinux, and why he's so passionate about building community. Learn a bit more about Jack by watching the video, or read the full transcript below! ## Q&A: Discover what's new in the Mobile Payments SDK beta DevFeed: [Q&A: Discover what's new in the Mobile Payments SDK beta]() Original publisher: [Read original article]() Author: Priscilla Wu Published: 2024-06-06T15:00:00Z Content type: release Language: en Sources: [Square Corner]() Topics: [SDK](), [mobile-app-development](), [Documentation](), [Developer experience]() Tags: [about](), [accessibility](), [account](), [advice](), [agent](), [all](), [apis](), [beta](), [early-stage](), [experience](), [integration](), [learn](), [mobile](), [mobile-payments](), [payments](), [q-a](), [sdk](), [software](), [stage](), [testing](), [what-s-new]() ### AI overview Square's Mobile Payments SDK beta lets apps process in-person payments with Square hardware and adds features including Orders integration, delayed capture, app fees, Reader Management, and Gift Card acceptance. The excerpt says it is available to developers serving US sellers. KIOS reports using Orders integration for itemized receipts that flow into Square systems, Reader Management for device status and remote troubleshooting, app fees for monetization, and offline payments to reduce reliance on connectivity. KIOS found integration manageable and documentation improved from its early alpha; its advice is to read the documentation and ask questions through Square's support channels. Offline payments submit automatically after reconnection and are declined if the device is not reconnected within 24 hours of the first offline payment; sellers bear responsibility for expired, declined, or disputed offline transactions. ### Source excerpt Learn about how KIOS, a kiosk software, conducted early stage testing of the SDK and their integration experience. ## Q&A Videos + How to Get Involved DevFeed: [Q&A Videos + How to Get Involved]() Original publisher: [Read original article]() Author: Benny Vasquez Chair; AlmaLinux OS Foundation Published: 2024-01-16T00:00:00Z Content type: article Language: en Sources: [AlmaLinux]() Topics: [Linux]() Tags: [community](), [get-involved](), [outreach](), [q-a](), [videos]() ### AI overview AlmaLinux announces a series of short Q&A videos addressing community questions and invites members to participate by submitting questions, appearing in videos, speaking at events, testing, answering questions, or supporting the project. ### Source excerpt To address some of the common community questions that we are getting, we are excited to share that we will be creating short Q&A videos that will be shared on some of our most common outreach platforms. You may have seen the first of these videos shared on our channels in November, which was a short conversation between Andrew and I. Want to get involved? If you have any burning questions about AlmaLinux, let us know on the forums! And if you are interested in sharing your AlmaLinux knowledge and want to flex your public speaking chops, we're looking for community members to feature in the Q&A videos. You can drop a message in the ~marketing channel letting us know you're interested. ## Neon is now on Discord DevFeed: [Neon is now on Discord]() Original publisher: [Read original article]() Author: Evan Shortiss Published: 2023-12-07T16:51:22Z Content type: news Language: en Sources: [Neon Docs]() Topics: [Discord](), [Server]() Tags: [audio](), [collaboration](), [community](), [discord](), [events](), [onboarding](), [q-a](), [search](), [server](), [support](), [video](), [webinars]() ### AI overview Neon announces a Discord community space for connecting and collaborating with its team and users. The server will support Q&A discussions, feedback, webinars, live events, audio and video interaction, search, and community onboarding. ### Source excerpt Neon's user base and community continue to grow and, based on your feedback, we've created another avenue for you to connect and collaborate. Our Discord server will foster connection and collaboration between you and our team, support a Q&A forum, and enable you to provide us wi... ## Temporal roadmap: Summer 2023 recap DevFeed: [Temporal roadmap: Summer 2023 recap]() Original publisher: [Read original article]() Author: Loren Sands-Ramshaw Published: 2023-08-02T04:00:00Z Content type: article Language: en Sources: [Temporal]() Topics: [Automation](), [.NET](), [SDK](), [API](), [Visual Studio Code](), [TypeScript](), [Open Source]() Tags: [api](), [api-keys](), [cloud](), [code](), [debugging](), [development](), [ide](), [net](), [open-source](), [presentation](), [product-news](), [q-a](), [recap]() ### AI overview Temporal's Summer 2023 roadmap recap covers updates to Temporal Cloud automation, a beta .NET SDK, a VS Code plugin for TypeScript workflow debugging, workflow versioning, hierarchy, and a workflow update feature. ### Source excerpt A summary of our recent Temporal roadmap presentation and Q&A [Next page]()