Resource Hub
2467 hand-picked resources, updated every week. Search it, filter it, or just browse a collection and see what catches your eye. Want today’s headlines instead? Read the free AI news feed.
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Answers come only from resources in this hub, with the sources listed underneath.
109 resources
Nonprofit public charity for unemployed and under-employed people in the Dallas–Fort Worth area, offering free tools, job-search resources and community support.
A free digital archive preserving LGBTQ history — photographs, documents, oral histories and exhibits — open to researchers, educators and the public.
A social gathering platform describing itself as "a better way to gather online," focused on small-group online meetups and community events.
A community and resource hub for people switching careers into tech, with a focus on underrepresented career-changers.
Why I recommend it: A small independent community site — verify event details and any partner offers directly, as community-run pages can go stale.
A free UK community for women building apps, websites and businesses with AI — share tips, get help and learn by doing.
Why I recommend it: UK-based but open online. A supportive place to start if you want to build with AI tools alongside other women.
Nonprofit community for LGBTQ+ people in tech, with mentoring, events and job resources.
Why I recommend it: Free to join. Some events are ticketed.
Ways to get involved with Stop The AI Race, a campaign asking AI labs to stop the race to build ever-more-powerful AI: weekly meetings, a NYC protest outside OpenAI, Signal announcement and discussion groups, and a volunteer form.
Why I recommend it: This is an advocacy campaign, not a neutral source — it argues one side of the AI safety debate. Joining is free; the only thing for sale is optional merch.
A community of about 1,400 members for experienced professionals chasing $200k+ full-time or fractional roles. Joining free gets you a job-search workbook plus resume, messaging, interview and negotiation playbooks.
Why I recommend it: Joining and the workbook are free. Staying longer means a paid tier, which you can cancel.
A community board where people post and vote on Claude skills, prompts, tools and links, sorted by industry.
Why I recommend it: Anyone can post, so quality varies. Test a prompt yourself before you rely on it.
Job board built around company culture, pairing curated listings with an AI-powered application autofill and a Slack community for peer career support.
Why I recommend it: Free to search and apply. The AI autofill can speed up repetitive forms, but review every answer before submitting — a hiring manager's first impression should be yours, not the model's.
Major League Hacking's week-long online Global Hack Week, 9-15 October 2026, themed around Hacktoberfest and open source. Daily workshops streamed live, mini-events in the MLH Discord, and social, technical and design challenges you can complete solo or with others for points.
Details: Free to join and beginner-friendly; everything runs on Twitch and Discord. The page now lists the Hacktoberfest theme rather than the open-source wording the link suggests, and MLH says details are still being added, so confirm the schedule on their page before planning your week.
A large open community where software developers publish tutorials, post-mortems and career posts. Good for practical write-ups on tools and frameworks, and for publishing your own work in public where hiring managers can find it.
Why I recommend it: Free to read and free to post, no subscription. Quality varies a lot because anyone can publish, so check dates and test code before relying on it.
A communal blog where working mathematicians — professors, PhD students, sceptics and enthusiasts alike — write about what AI is doing to their field: authorship, what counts as understanding, where papers will go, and whether the job changes. Recent pieces include Martin Hairer on why he joined the AGMAI advisory group and Jonny Evans on the choices ahead. Submissions are open to anyone in the field, any length.
Why I recommend it: Free to read and free to write for. Worth reading even if you never touch mathematics: it is one of the few places where a whole profession is arguing in public about what AI does to its craft, in its own words rather than a journalist's. These are individual opinions, not findings — the value is the range of them, and the disagreement is the point.
The civil rights and economic empowerment organization behind a network of local affiliates that run free job training, financial coaching, small-business support and reentry employment programs in cities across the US. The national site is the way to find the affiliate nearest you and see what it currently offers.
Why I recommend it: Programs are delivered by the local affiliate, not by the national office, so what is available depends entirely on your city. Find your affiliate first and ask them directly what is running and who is eligible — the national pages describe the mission, not the current schedule.
A free member community for Black and Latinx computer science students: a Slack workspace for homework and career advice, monthly workshops and coaching, career fairs, and a resume pipeline to partner companies.
Why I recommend it: Free membership for eligible students. The Slack workspace is where most of the value is — hundreds of opportunities get shared every month.
Free one-to-one mentorship for students with mentors from companies like Microsoft, Atlassian, Amazon and Riot, plus a Discord community. Over 13,000 students and 17,000+ sessions booked.
Why I recommend it: Free to book a mentor session. Small mentor roster (about 60), so pick your question carefully and come prepared — you will get more out of one focused conversation than a general chat.
A free community of 50,000+ women from university through early career in tech. Membership gives you a peer network, mentorship, events, and access to partner companies that recruit from the community. Open to everyone, centered on women in tech.
Why I recommend it: Free to join. Strongest if you are a university student or in your first few years of work — the value is the people and the recruiting pipeline, not the content library.
Non-profit building the responsible tech community, with free reports, career guides, mentorship programmes, a job board and a large directory of people working on tech and society issues.
From the site: We
Why I recommend it: One of the best free entry points if you want to move into responsible tech — the reports and community directory are open to anyone, no membership needed.
The UN ITU's AI for Good programme runs regional youth networks that connect students and early-career people building AI projects for social impact, with local chapters and events.
From the site: Discover our regional youth network connecting young leaders and innovators driving positive impact through AI and technology.
Why I recommend it: Free to join through the UN agency itself. A practical way to meet peers in your region rather than only reading about AI.
A global community run by AI for Good for young people who want to lead ethical AI work, with chapters, mentoring and calls for participation in ITU events.
From the site: Join the Young AI Leaders Community to empower youth, drive ethical AI innovation, and lead impactful change for a sustainable future.
Why I recommend it: Free and open to apply. Read the commitments before joining — it expects you to contribute, not just attend.
Applied AI community, residency and fund running hackathons and build events, mostly in the Bay Area.
From the site: Applied AI lab, community, and VC fund empowering the world
Why I recommend it: The events are where the useful part is. Check whether anything runs online or near you before assuming you need to be in San Francisco.
Profile and writing from Rocky Yu, part of the AGI House team running its residencies and build events.
Why I recommend it: Follow him if you want to know what the applied AI community is building week to week rather than what the press covers.
Non-profit with free research on where donations do the most good, plus a public pledge community and evaluations of charities and causes.
From the site: 100x your impact by finding and donating to the best charities. Learn about high-impact philanthropy, join an effective giving community, take a giving pledge.
Why I recommend it: Their cause research is a good model of reasoning under uncertainty, whether or not you pledge. Nothing is paywalled.
The raw feed of everything just posted to Hacker News: launches, job posts, essays and outages, hours before it reaches the front page.
Why I recommend it: Skim it once a day rather than reading it all. Great for spotting new tools and hiring threads early.
The central free hub for effective altruism — essays, career guidance and research on how to do the most good with your time and money.
From the site: Effective altruism is a philosophy and a movement that asks the question: how can we do the most good with our time, money, and resources?
Why I recommend it: useful career thinking here, and a movement with real critics — read both.
A community blog where researchers publish and debate technical AI alignment work, free and open to read.
From the site: A community blog devoted to technical AI alignment research
Why I recommend it: Dense reading, but this is where a lot of safety research is argued out in public before it reaches papers.
A free platform for organising practical support around illness, bereavement, new babies or job loss — meal schedules, care calendars, wishlists and updates in one shared page.
From the site: Set up a Give InKind Page to coordinate support from anywhere. Create a Care Calendar, add items to your Wishlist and connect your Crowdfunding - all for free.
Why I recommend it: Free to use and useful during a hard stretch — worth knowing about before you need it, whether for yourself or a colleague.
Free articles, tutorials and downloadable guides on open-source tools, Linux, containers and community-run projects, written by practitioners.
Why I recommend it: A good habit read — practical how-tos rather than product marketing.
The free official community forum for DaVinci Resolve and Blackmagic hardware, where editors and colourists troubleshoot, share workflows and answer beginner questions.
Why I recommend it: If you edit your own video content, search this forum before paying anyone for a fix. Most problems are already answered here.
A free membership community for ecommerce and retention marketers — peer introductions, what is working now, and access to the wider Go To Millions network by application.
Why I recommend it: Application-based but free. Fill in the focus areas honestly — the introductions are only useful if the profile matches what you actually do.
The public GitHub discussion where Anthropic and the community designed function hooks — a way for plugins to extend Claude Code — including the shipped design decisions and community feedback.
Why I recommend it: A rare look at how an AI product feature gets designed in public. Useful if you want to see how technical feedback is actually written.
Mouse is a nonprofit that brings computer science and creative technology learning to students, and this is its open volunteer intake form. You pick your areas of expertise — software engineering, design/UX, data and AI, product management, hardware, cybersecurity, career coaching or entrepreneurship — plus your availability; applications are reviewed on a rolling basis, followed by a background check and orientation.
Why I recommend it: Volunteering like this is one of the cheapest ways to build a portfolio of real work and references while you are between roles — and it reads well on a resume.
A border-community legal challenge to a large AI data center project, with filings and updates.
Why I recommend it: Shows what organized local opposition to a data center actually looks like on paper.
How Te Hiku Media built te reo Māori speech recognition while keeping control of the community's own data.
Why I recommend it: The best short piece I know on data sovereignty done well.
A federated project building shared, community-governed AI infrastructure rather than a single company-owned platform.
Why I recommend it: An example of an alternative model, not just a critique of the current one.
An association organizing the data-labeling workforce behind AI training data around pay, conditions and recognition.
Why I recommend it: A concrete answer to "who actually built this model" — and what they were paid.
A translation project built for Ethiopian and other underserved languages by researchers from those language communities.
Why I recommend it: What language AI looks like when the people who speak the language build it.
A volunteer network of technology workers organizing around labor conditions, ethics and accountability inside the industry.
Why I recommend it: If you work in tech and want to push from the inside, start with their local chapters.
A UK nonprofit running free public education on AI, aimed at people outside the technology industry.
Why I recommend it: Good plain-language AI literacy material you can share with clients.
A free community space for readers of The Rundown AI newsletter, where you can ask questions about AI tools, share what you are building and see what other people are testing.
Why I recommend it: A low-pressure place to ask beginner AI questions without burning a favor with a colleague.
Grant, mentorship, and network access for women with projects and ideas that advance women and girls — including awards for established change agents, aspiring disruptors, and women facing financial barriers.
Why I recommend it: Read the guidelines carefully: Pave HER Way runs multiple award tracks, and each has distinct eligibility and timing.
Explore discussion dynamics, ranking patterns and engagement stats across Hacker News stories.
Why I recommend it: A live analytics view of how Hacker News stories perform and spread.
Free virtual community gathering from Medium with over 100 sessions of writing and publishing insight from writers, editors, and experts, plus live product demos, writing workshops, and meetups with Medium staff and writers. Speakers include Medium CEO Tony Stubblebine and writers such as Zulie Rane.
Why I recommend it: A good low-risk day to invest in your writing if you are building a personal brand. Pick two or three sessions rather than trying to watch everything, and use the meetups to actually meet editors.
A weekly writing community: one interesting question per week, written alongside other people anonymously, plus a chat, contests and writer interviews.
Why I recommend it: Writing well is a career skill. This is a low-pressure way to practice weekly.
Community focused on building and sharing AI-generated content and creator workflows.
Why I recommend it: Check whether membership is free before joining.
Curated events and in-person experiences for tech professionals, founders, and investors.
Why I recommend it: Confirm whether general membership is open before planning around it.
Community for people building AI-services businesses and agencies, with shared playbooks and peer feedback.
Why I recommend it: Verify pricing before joining; agency communities are frequently paid.
An open WhatsApp group invite shared with the library. The group's host and focus are not yet confirmed, so it is held for review.
Career community and newsletter for early-career professionals, with job-search guidance and curated opportunities.
Why I recommend it: If you are in your first few years of work, a community that normalizes the confusion is worth as much as any tactic.
Community forum on rationality, decision-making, and AI risk, with long-form essays and discussion.
Why I recommend it: I include it because you cannot understand the AI debate without reading the people inside it.
Debtor union offering free tools, dispute templates, and organizing support for student and medical debt.
Why I recommend it: Debt shapes career choices more than most advice admits. Their dispute tools are free and real.
A talent marketplace and community for under-supported tech talent, offering career guidance, job opportunities, and mentorship.
Why I recommend it: A career platform built for people who are under-supported in tech. If you're looking for a community that understands non-traditional paths, start here.
A New York startup community sharing founder events, funding opportunities, and open roles across the local ecosystem.
Why I recommend it: If you are building in New York, this is one of the easier ways to find rooms worth being in.
A free nonprofit platform where students and career changers ask career questions and get answers from volunteer professionals, plus AI-assisted coaching tools.
Why I recommend it: This is the closest free thing to having someone in the industry answer your question honestly. If you are early in your career and have nobody to ask, start here.
Community for coaches building and growing a coaching practice, with peer support and shared resources.
Why I recommend it: If you are building a coaching practice, the lonely part is pricing and positioning. This is a place to ask.
Event series and community calendar for Gen X women navigating career reinvention.
Why I recommend it: If you are mid-career and rethinking direction, being in a room with people doing the same thing helps more than another article.
Gathering and community connecting technologists, organizers, and researchers around power, rights, and technology.
Why I recommend it: Where to go if you want tech conversations that include labor and civil rights, not just product roadmaps.
Community and leadership development movement for senior-level Black women in data and data-adjacent fields.
Why I recommend it: Built for experienced professionals, not beginners. If you have ten years in data and feel stuck at the same level, start here.
A community and job board for women in tech, with member-only roles, events, and peer support.
Why I recommend it: The community is the real value here. Job boards go stale; a network that vouches for you does not.
A community-powered job matching platform that surfaces roles through professional communities and networks rather than open job boards.
Why I recommend it: Referrals still beat cold applications. Anything that routes a job through a community you belong to is worth a look.
A community for social entrepreneurs and diverse founders after the accelerator stage, connecting them with investors, coaches, and corporate partners to close the relationship gap that blocks funding.
Why I recommend it: Most founder programs stop at demo day. This one exists for what comes after, and the warm-introduction network is exactly what underrepresented founders are usually missing.
Archive and community documenting organizing efforts, walkouts, and worker advocacy inside the technology industry.
Why I recommend it: If your workplace concerns feel isolating, the case archive here shows how others organized and what actually happened next.
A media platform covering Black professionals in technology, with news, career content, and conference programming.
Why I recommend it: One of the clearest places to see who is building and hiring in tech beyond the usual coverage. The career section is more useful than most tech media.
A professional community and network built for the 95% of workers outside the top tech firms, focused on career navigation, peer support, and practical job-search help.
Why I recommend it: Communities that center everyday career navigation are rare — this one is built for people who are not already at name-brand companies but still want growth.
A career and networking platform focused on supporting veterans and military spouses through transitions, mentorship, and job-matching resources.
Why I recommend it: Veterans and military families face distinct transition challenges; Vetano is purpose-built to connect them with employers and mentors who understand that context.
A guided system where AI builders share insights, contribute projects, evaluate real-world impact, and amplify practical skills alongside an AI mentor.
Why I recommend it: I like the emphasis on building and evaluating impact rather than just consuming AI news. Useful if you want to move from "AI curious" to "AI capable."
Official Discord server for the Google Developer Community, where developers connect, share knowledge, ask questions, and stay current on Google tools, APIs, and events.
Why I recommend it: A low-pressure way to meet other builders and get help with Google tools. Good for entrepreneurs exploring Workspace, Cloud, or Firebase without committing to a formal program.
Free, supportive community for job seekers struggling in the current market, offering onboarding sessions, a dedicated Slack workspace, and peer support.
Why I recommend it: Job searching is isolating. A community that validates the emotional side while sharing practical leads is worth more than another resume template.
Community and resource hub for creatives, entrepreneurs, founders, and wanderers built by Stephanie while working full-time and finishing her MBA.
Why I recommend it: A reminder that side projects and communities can grow while you still have a day job. Follow for founder energy without the quit-your-job-now pressure.
Career coaching and consulting practice offering free 1:1 coaching sessions and a Slack community, with a focus on paying support forward.
Why I recommend it: If you are not ready to hire a coach, start with free communities and single sessions. Test the chemistry before committing to a package.
Networking platform that pairs professionals for one-to-one virtual coffee chats to build mentorship relationships and collaborations.
Why I recommend it: Warm introductions still drive most hiring. Book two chats a week and ask about their path, not for a job.
Membership community for experienced professionals, largely 50 and older, to share expertise, stay connected, and find new work and income opportunities.
Why I recommend it: Age bias is real, and peer communities are one of the best ways around it. Bring your network with you when you join.
Professional networking group and forum connecting technology and sustainability professionals from African diaspora, African, Latino, Asian and Pacific Islander, Indigenous, Middle Eastern, and South Asian backgrounds.
Why I recommend it: Sustainability plus tech is one of the clearest growth lanes right now. Show up to a few events before you need anything.
Community empowering future biotech and life sciences leaders of color through events, industry connections, and career programming at the intersection of science and technology.
Why I recommend it: Biotech hiring runs on introductions. Communities like this are where those introductions actually happen.
National community for the next generation of Asian American entrepreneurs and small business owners, with local chapters, events, and peer mentorship.
Why I recommend it: Community first, business advice second. Chapters are the fastest way into a room of owners a few steps ahead of you.
Mentorship program from TechUnited:NJ pairing founders and technologists with experienced mentors across the New Jersey innovation community.
Why I recommend it: Structured mentorship beats cold outreach. If you are anywhere near New Jersey, this is a free line to people who have already built something.
Nonprofit mentorship community that pairs people with volunteer mentors for career and life guidance, with a focus on first-generation and underrepresented professionals.
Why I recommend it: Free mentorship is the highest-leverage thing you can add to a job search. Apply as a mentee, and once you land, come back as a mentor.
A running calendar of free and low-cost events for community professionals, run by CMX (powered by Bevy). Sessions cover community strategy, engagement, and career paths in the community industry.
From the site: Advancing the community industry and helping community professionals thrive.
Why I recommend it: Community management is a real career lane that most job seekers overlook. These events are a low-pressure way to meet practitioners and learn the language of the field before you apply.
A private operator of correctional facilities that also provides re-entry support, education, vocational training, and career services for individuals returning to the workforce.
Why I recommend it: Relevant if you are coaching someone with a criminal record or navigating re-entry. MTC facilities often connect residents with education, vocational training, and job placement support.
Reddit community focused on practical job search help — resume feedback, application strategy, and getting unstuck.
Why I recommend it: A decent free place to get a second set of eyes on your resume before you send it out again.
Reddit community for career decisions — pivots, raises, managers, and whether to stay or leave.
Why I recommend it: Crowdsourced advice is a starting point, not a plan. Use the threads to find your questions, then verify with someone in the field.
Job search community with a free membership tier — peer accountability, interview practice, and search strategy support.
Why I recommend it: Searching alone is the hardest way to do it. Join the free tier first and see if the group rhythm helps you.
Unfiltered job seeker community documenting bad hiring practices, ghost jobs, and interview horror stories.
Why I recommend it: Read it for pattern recognition, not morale. It will show you what to expect so a bad process does not feel personal.
Writer and ecosystem lead at a16z, publishing on startups, founder communities, and early-career paths into venture and tech.
Why I recommend it: A good window into how venture and startup ecosystems actually hire and connect people. Useful if you want a non-engineering way into tech.
A marketplace for coaching, classes, and community built to help ambitious people reach career and educational goals. Useful for structured mentorship and interview prep.
Founder and CEO of hue, the community-powered media company focused on "bringing the margins to the mainstream."
From the site: Hosted by Fahad Khawaja, Founder & CEO of Hue — conversations with leaders, creators, and culturemakers shaping what’s next.
Why I recommend it: Follow for community-building insights and interviews with entrepreneurial leaders.
Hue is the community-powered media company building a more connected future. Brands partner with us to sponsor events and content (podcast, email newsletters, digital mag, and social media) to build relationships with an engaged audience of leaders.
From the site: Hue is the community-powered media company building a more connected future. Brands partner with us to sponsor events and content (podcast, email newsletters, digital mag, and social media).
Why I recommend it: Community-powered media platform for leaders, creators and culture-makers.
Baddies in Tech is a global community on a mission to advance the careers of black and brown women in tech through education and empowerment.
From the site: Baddies in Tech is a global community on a mission to advance the careers of black and brown women in tech through education and empowerment.
Why I recommend it: A community resource for women of color entering or advancing in tech careers.
Open discussion forums for IT pros and career changers inside CompTIA's community network.
Why I recommend it: Lurk for a week, then post one specific question about your target role. Specific questions get answered; "how do I break in" does not.
Free peer job-search councils: small accountability groups that meet weekly to run a structured search.
Why I recommend it: The single best fix for a stalled search is other people expecting you on Thursday. Join a council early, not after three months alone.
Community, conferences, and training for women in cybersecurity, including student and career-changer tracks.
Why I recommend it: The seminars are useful, but the member community is where the referrals actually come from.
Local chapters awarding $1,000 microgrants every month, no strings attached.
Why I recommend it: Find your city's chapter and apply. It is the least bureaucratic funding on this whole list.
Rolling seed grants up to $500 for early-stage, community-rooted projects.
Why I recommend it: Small money, fast decision. Perfect for proving a community idea works before you ask anyone for more.
Community and programming for entrepreneurs building ventures with a social impact focus.
Why I recommend it: A useful room if your business idea has a mission attached and you want peers who get that.
A year-long career accelerator that places Black software engineers, data scientists, and managers into small squads of 7 to 9 peers, with senior industry mentors, career roadmapping, accountability, and interview preparation.
In plain terms: This year-long career program connects Black software engineers and tech managers into small peer groups. You can create career roadmaps, receive regular accountability, and work with others to reach your professional goals.
Why I recommend it: Applications open each fall and close by mid-December for the following year. The squad accountability is what makes people actually follow through.
A global tech community that partners with major technology companies to run fully funded certification cohorts — including security and data analytics tracks — alongside mentorship, resume workshops, and access to corporate hiring partners.
Why I recommend it: Sponsored certification vouchers are the practical win here. Join the community first, then watch for cohort announcements.
Free live and on-demand small business webinars (1,000+ sessions) from the organizers of America's largest small business conference.
In plain terms: This website offers free live and on-demand webinars taught by industry professionals. You can watch over a thousand sessions on topics like marketing, finance, and management, or join live events to ask questions.
Why I recommend it: Huge free session library — search by topic rather than scrolling.
One of the largest CDFIs in the country, providing affordable capital, grants, and technical assistance to small businesses and community organizations in under-resourced neighborhoods.
In plain terms: This organization provides loans, grants, and technical assistance to help small businesses and community programs grow. You can use it to find financing, connect with local offices, and search educational resources.
Why I recommend it: Good mix of money and hands-on technical assistance, not just a loan.
Membership organization supporting nonprofit staff in using technology strategically and equitably, publisher of the Equity Guide for Nonprofit Technology.
In plain terms: This community supports people using technology for social change and nonprofit work. You can search a dedicated job board, take skill-building courses, earn professional certificates, and connect with peers in online discussion groups.
Why I recommend it: The place nonprofit tech workers actually talk to each other.
Global community of startups and founders, covering fundraising, product development, and market research.
Why I recommend it: Useful for seeing how other founders describe the same problems you have.
Newsletter of career opportunities, tech trends, and industry insight for current and aspiring Black technologists and entrepreneurs.
In plain terms: A newsletter mixing tech job opportunities with industry trends and commentary, built for Black technologists and entrepreneurs. A steady source of leads without scrolling job boards.
From the site: Career opportunities, tech trends, and industry insights delivered straight to your inbox. For current and aspiring technologists, entrepreneurs, and professionals.
Why I recommend it: Job leads plus honest industry commentary in one place. Subscribe and treat the opportunity posts as a weekly search prompt.
Announcement of Spaces, an extension to the open AT Protocol (the tech behind Bluesky) that supports private, permissioned data.
In plain terms: The team behind Bluesky opened an alpha for Spaces, a way to store private or group-only data on their open protocol. If you build community tools, it is an early look at owning your data instead of renting a platform.
From the site: Atproto Spaces, formerly known as “the permissioned data protocol,” is a new extension to atproto that enables non-public data. The alpha is now officially open.
Why I recommend it: If you build community or product, open protocols are a real alternative to renting an audience from a platform. Worth watching early.
A widely-discussed thread where job seekers diagnose why high application volume produces no interviews, with practical fixes in the replies.
In plain terms: A Reddit thread from someone with hundreds of applications and zero interviews, plus crowd-sourced diagnoses in the comments. The recurring advice: tighten your resume to the posting, apply to fewer roles, and add one human contact per application.
Why I recommend it: Volume is not a strategy. Skim the replies for the pattern: fewer, better-targeted applications plus one human contact per role beats 300 cold submits.
Slide deck on how AI tools and social platforms are rewriting brand building — breaking down viral case studies like Labubu (scarcity, lore, community) with the revenue numbers behind the hype, plus what those playbooks mean for your own launch.
In plain terms: This presentation breaks down how viral brands use storytelling, social media, and AI tools to grow their sales. You can review real-world marketing case studies and learn how to promote your business using major search and social platforms.
Why I recommend it: Study why these launches worked — story, scarcity, community — then borrow the mechanics, not the gimmick.
Created by Justin Smith — Launchpad Library
A long crowd-sourced discussion among working engineers arguing both sides of the degree question, with detail on where formal study helps and where self-teaching is sufficient.
Why I recommend it: Read the disagreements, not just the top comment. The pattern: degrees help with first-job screening, portfolios help with everything after.
NYC program connecting nonprofits and technologists around AI and civic technology.
In plain terms: This New York City initiative connects nonprofits with technology companies and skilled volunteers to help them use artificial intelligence. You can access free AI prompt guides and reports, apply for upcoming cohorts, or sign up to volunteer your tech skills.
From the site: Decoded Futures builds bridges between nonprofits, tech providers, and intermediaries working together to tackle NYC challenges with AI.
Why I recommend it: A good room to be in if you want AI work that serves people rather than just shipping features.
A friendly, in-person developer community with chapters that host free casual meetups for people learning and working in tech.
In plain terms: This community organizes free, in-person meetups across the country for people of all skill levels in tech. You can attend local events to work on projects, learn new skills, find mentors, and network with other developers.
From the site: A meetup for developers to grow and make friends, in-person, in cities across the US.
Why I recommend it: Show up twice and you will know people. This is the lowest-pressure way I know to build a tech network.
NYC-based tech social events and meetups for engineers, designers, and career switchers.
In plain terms: This community hosts weekly networking meetups in New York City for tech workers, students, and job seekers. You can attend relaxed social gatherings to connect with local professionals, discuss industry trends, and discover new career opportunities.
From the site: Weekly networking events for developers, data scientists, cybersecurity professionals and tech enthusiasts in New York.
Why I recommend it: If you are job searching in New York, put one of these on your calendar every month.
Community awareness project mapping U.S. AI data centers and the local issues they create.
In plain terms: This interactive map tracks major AI data center projects and proposals across the United States. You can explore the local environmental impacts of these facilities and submit reports about issues in your area.
From the site: Interactive map of major AI data centers across the United States — built, being built, proposed and cancelled. Understand the community impact and report issues in your area.
Why I recommend it: Check the map for your area before a data center becomes news in your town.
