For work that keeps moving
QA, software, and useful technology work—with room for the work in progress.
Interesting ideas. A practical angle. Something worth exploring.
Developer tools / GitHub update
GitHub has added Dependabot version updates for Agent Package Manager dependencies. Supported git-based agent configuration dependencies can now receive update pull requests; the announcement explicitly does not cover security updates.
Testing angle Review generated dependency changes and rerun relevant checks before adopting them.
Read the GitHub changelogPublished · Reviewed November 4, 2026
AI & software development / VS Code
VS Code's October overview describes an Agent Host that keeps sessions accessible across supported tools, plus integrated browser workflows for checking applications. It is a look at how developers may coordinate and verify longer-running AI-assisted work.
QA angle Handing off a task is only half the job; inspect the resulting behavior and test evidence.
Read the VS Code overviewPublished · Reviewed November 4, 2026
Developer research / Octoverse
GitHub's 2026 Octoverse reports a sharp increase in agent-started pull requests and activity across its platform. The findings make a useful starting point for examining where review, testing, and human judgment fit into faster delivery.
Practical angle More commits or agent usage should not be mistaken for better software quality.
Explore Octoverse 2026Published · Reviewed November 4, 2026
QA & AI evaluation / GitHub research
GitHub introduced ReviewBench, an evaluation approach using representative pull requests, multiple sources of expected findings, and metrics closer to real code-review work. Different reviewers can vary in coverage and noise.
Testing angle Ask which defects a reviewer misses, not simply how many suggestions it produces.
Read about ReviewBenchPublished · Reviewed November 4, 2026
QA automation / Product announcement
UiPath has outlined Test Cloud capabilities for agent-led exploration, execution, and Playwright integration. These are vendor-announced capabilities with differing release stages, rather than independent evidence of improved results.
Evaluation angle Compare maintenance effort, false positives, real coverage, and tester oversight in any pilot.
Read UiPath's announcementPublished · Reviewed November 4, 2026
Technology & science / Worth a look
Ars Technica covers computing, technology, and science with room for the details. A useful starting point for finding a story worth reading beyond its headline.
Why it matters Good technical judgment starts with context and evidence.
Read Ars TechnicaResource · Reviewed
Makers & experiments / Worth a look
Colin Furze turns inventive ideas into ambitious builds. Explore his projects for the ingenuity, the practical problem-solving, and the journey from an idea to something that works.
Why it matters Building and trying things can reveal what a drawing leaves out.
Explore Colin Furze’s buildsCreator spotlight · Reviewed
Space & engineering / Worth a look
Marcus House follows spaceflight and the engineering behind it. His channel offers a place to explore launch developments, testing, and the many steps between a plan and a mission.
Testing angle A target date, a test result, and a completed milestone tell different stories.
Watch Marcus HouseCreator spotlight · Reviewed
Security & awareness / Worth a look
Jim Browning investigates scams and the technology used to carry them out. His channel brings attention to how convincing a fraudulent interaction can look from the other side.
Why it matters Recognizing pressure, impersonation, and suspicious requests is a useful everyday skill.
Watch Jim BrowningCreator spotlight · Reviewed
Community spotlight / Worth a look
Eden’s Rose Foundation describes projects connecting community gardens, food access, and practical learning. Its Wheels Up initiative includes bicycles, bike mechanics, and STEM activities for young people.
Why it matters Useful ideas can make a difference close to home.
Explore Eden’s Rose FoundationCommunity resource · Reviewed
Learning & people / Worth a look
Ed Donner’s curriculum brings together courses covering AI building, coding, and engineering. His overview explains the different tracks and provides links to explore the course material on Udemy.
Learning angle Compare the projects and prerequisites with what you want to build.
Explore Ed Donner’s curriculumLearning resource · Reviewed
Web & accessibility / Worth revisiting
W3C’s accessibility team discusses the challenges of developing WCAG 3 and balancing user needs with practical implementation. It offers context for a standard that is still being developed.
Testing angle A checklist is useful; the experience of the person using the product still matters.
Read the W3C articlePublished · Reviewed October 16, 2026
Testing & tools / Worth a look
The GitHub Changelog collects product releases, improvements, and retirements. Follow the changes that affect your tools, then check the details before updating a workflow or a testing environment.
Testing angle A toolchain change is a good reason to revisit assumptions.
Read the GitHub ChangelogResource · Reviewed
No current picks are available. Explore the people and resources below.
Collection updated November 4, 2026. Picks rotate from this saved collection.
A few good places to keep exploring. Explore Udemy
Curated links for exploration. Course links are unpaid; prices and availability are set by the providers.
