Documentation and getting-started guides for Anything, a platform aimed at building and running internet income streams — setup, tools, and workflows.
Why I recommend it: Read it as documentation, not a promise. Treat any "make money online" framing with healthy skepticism and check what is actually free.
Free ebook on building, monitoring, and troubleshooting AI agents in production: what to instrument, where agents fail, and the practices teams use to keep them reliable.
Why I recommend it: Useful even if you never build an agent yourself — it shows what serious teams actually worry about, which is good language to have in an interview about AI work.
Finding the Optimal Human-AI Relationship — practice worksheet
A two-page printable worksheet from Pilyoung Kim, Ph.D. for setting deliberate terms with AI: comparing warm, sycophantic, and machine-like responses, setting your own tone dials, turning them into a reusable custom-instructions prompt, deciding what goes to AI versus a person, and guarding your judgment against flattery.
Why I recommend it: Print it and actually fill it in. Section 5 — writing your own view down before you ask AI — is the single habit that keeps these tools from quietly making your decisions for you.
A three-page printable reference for Google Gemini: the PART prompt formula (Persona, Action, Reference, Tone), follow-up prompting, when to use Flash, Pro and Thinking models, saving your own context in settings, and worked sample prompts for Gemini inside Chrome, Gmail, Docs, Sheets, Slides and Drive. Includes a plain warning about Gemini being confidently wrong.
Why I recommend it: Print this and keep it next to you for a week. Most people get weak AI output because they skip the persona and the reference, and this one page fixes that faster than any course will. The limitations box at the bottom is the part to take seriously.
Voice AI in Firms: A Natural Field Experiment on Automated Job Interviews
A September 2026 working paper by Brian Jabarian (Carnegie Mellon) and Luca Henkel (Erasmus Rotterdam) reporting a field experiment with 70,000 real applicants randomly assigned to be interviewed by a human recruiter or an AI voice agent. Applicants interviewed by AI were 12% more likely to receive an offer, with higher job starts and retention and no drop in on-the-job productivity. Transcript analysis traces the gain to more structured, consistent interviews that still adapt to each applicant.
Why I recommend it: If you have been told AI interviews are stacked against you, this is the largest piece of real evidence so far and it points the other way: consistent, structured questions helped candidates more than a tired recruiter on their eleventh call did. Prepare for them like any structured interview, with clear, specific answers.
The Ultimate Guide to Nonprofit Donor Data Management
Free ebook on building, maintaining, and leveraging a nonprofit donor database, covering needs assessment, cloud versus installed software, switching systems, and running a good vendor demo.
Why I recommend it: If you run or volunteer for a small nonprofit, the demo checklist alone will save you from a bad software decision.
A short playbook on landing clients from LinkedIn in 30 minutes a day: post five times a week, link every post to a free "Trust Bridge" resource so warm leads identify themselves, then spend the half hour only on profile views, likes and comments from the day before.
Why I recommend it: This is the clearest short explanation I have seen of why chasing cold outreach wastes your time. The "Trust Bridge" idea works for job seekers too: give people a reason to raise their hand instead of hunting them down.
A downloadable guide to using Claude for LinkedIn content: audience research prompts, voice calibration, and reusable prompt frameworks for turning an hour into a week of posts.
Why I recommend it: The prompt frameworks in here are the useful part - especially the audience pain-point mining prompt. It is a lead magnet for a paid program, so take the system and ignore the sales pitch.
Client intake form for a resume writing service, useful as a model of the questions a good resume writer asks before starting.
Why I recommend it: Even if you never hire a writer, read the questions. Answering them yourself surfaces the accomplishments most people leave off their resume.
A free 12-page playbook from Tiffany Teasley (Data Sistah) with six portfolio projects built on real business problems, a free browser-based coding setup, a GitHub README template, a resume rewrite prompt, and the exact referral messages that turn a 15-minute chat into an introduction.
Why I recommend it: I like this one because it refuses to let you hide behind another certificate. Pick one project this week, finish it, then use the referral scripts at the back - that pairing is what moves people from studying to hired.
A federal, downloadable PDF negotiation guide developed for the DOL's Transition Employment Assistance for Military Spouses (TEAMS) program, broadly applicable beyond its original military-spouse audience.
Why I recommend it: Written for military spouses, but the scripts and framing work for anyone re-entering the workforce or switching careers. Download it before your next offer conversation.
MIT economics working paper analyzing how automation technologies can be used to expand state surveillance and repression, and the economic conditions that make that more likely.
Why I recommend it: Dense, but the argument matters: the same tools sold as efficiency are also control tools. Read the introduction and conclusion first.
Google's 2026 retail marketing playbook on how AI search is changing holiday shopping, with consumer behavior data, channel guidance, and campaign checklists for the peak season.
Why I recommend it: The numbers in here are the argument for rethinking how customers find you. Even if you run a one-person shop, chapter one is worth your afternoon.
A shared Notion workspace collecting 120 reusable LinkedIn post structures alongside AI prompts for drafting each one.
Why I recommend it: Frameworks fix the blank-page problem. Use them for structure, then replace every generic line with something only you could have written.
Four-chapter workbook from Side Hustle Pro on choosing the right side hustle, defining your target audience and ideal client, testing the idea cheaply, and moving forward consistently — with homework at the end of each chapter.
Why I recommend it: The polling exercise in Chapter 1 is the part people skip and the part that works: ask ten people what they think you are good at, anonymously, and start there.
A fill-in-the-blank speaking package template: positioning statement and bios, three signature keynote topics with audience takeaways, proof and testimonials, showreel and photo checklist, and plain-language notes on fees, cancellation, travel, and rights so you know what a fair standard deal looks like.
Why I recommend it: Work it in order: content and proof first, then visuals, then business terms. Nothing in it is legal advice — have an attorney read anything before you sign or send it.
16-page guide covering peer-to-peer fundraiser timelines, event budgets, multi-channel marketing, recruiting and empowering participants, and retention best practices.
Why I recommend it: Built for nonprofits, but the participant recruitment and retention sections work for any community-driven launch — including your own program or side business.
Full Spanish-language OSHA handbook for small businesses: how to build a safety and health program, run self-inspections with detailed checklists, fix common hazards (electrical, ergonomics, fire, exits, chemicals, machinery), meet posting and recordkeeping rules, and request free on-site consultation.
Why I recommend it: The deeper Spanish-language companion to the fact sheet. Share it with owners and crews who work in Spanish — the self-inspection checklists can be lifted straight into your own safety program.
Plain-language OSHA fact sheet covering what a brand-new employer must do: provide a hazard-free workplace, keep injury and illness records, post the required OSHA notice, train workers on hazardous chemicals, and where to get free on-site consultation help.
Why I recommend it: Read this before you hire your first employee. Most first-time founders miss the required workplace notice and the injury log, then get surprised later. The free OSHA On-Site Consultation program is the part almost nobody uses and everybody should.
From Who to What to You: The Weird AI-Infused Future of the Creator Economy (SXSW deck)
Jim Louderback's SXSW presentation tracing the creator economy from 1994 to the AI era — sovereign creators, synthetic influencers, digital twins, verification, and what creators should do to survive.
Why I recommend it: The most useful pages are the "what creators should do" slides — treat them as a checklist for protecting your name, likeness, and income as AI content floods every platform.
Weird State of AI and the Creator Economy (SXSW).pdf
Entrepreneur White Paper: How to Set Up a US LLC From Anywhere
Step-by-step guide to forming a US LLC from any country: state selection, registered agent, EIN, banking, taxes, and ongoing compliance.
Why I recommend it: Pair this with the LLC/S-Corp formation guide already in the hub. Get the EIN and the bank account right the first time and everything downstream is easier.
Entrepreneur White Paper: AI Tools, Prompts & Strategies for Founders
Jacqueline Tangorra's Entrepreneur white paper with 30 startup ideas, a 12-tool AI stack, four business prompts, and 12 deep strategy prompts for market sizing, competitor analysis, pricing, go-to-market, unit economics, and expansion.
Why I recommend it: The prompt library alone is worth the download. Paste the TAM, pricing, and unit-economics prompts into your AI assistant and you have a consultant-grade first draft.
Meta and State Attorneys General Consent Judgment (MDL 3047, Aug 2026)
Full proposed consent judgment and settlement agreement in the social media adolescent addiction litigation, covering teen daily use limits, nighttime blocks, age assurance, parental tools, and COPPA claims.
Why I recommend it: Primary source, not a summary. Skim the injunctive terms — they show exactly which product design choices regulators now treat as harmful.
Resource Links by Platform (168-link reference PDF)
One printable reference of every platform tool, ad and shop setup page, AI marketing tool, and strategy read in this collection - 168 links across 24 platform categories.
Why I recommend it: Download this if you want the whole platform list in one place - it mirrors every link in the Marketing & Platform Tools collection.
Roundup of free business plan templates with guidance on which format fits your type of business.
In plain terms: This guide reviews five free business plan templates for different industries and business stages. You can use it to find the right format to map out your startup ideas, seek funding, or update an existing company plan.
Why I recommend it: Use this to choose a template format before you start writing.
Large library of free business planning, budgeting, and inventory templates in Excel, Word, and PDF.
In plain terms: This collection offers free, downloadable business templates in formats like Excel, Word, and PDF. You can use them to write business plans, track budgets, manage inventory, and create customer invoices.
Why I recommend it: Grab the cash-flow and budget sheets; skip the upsell.
Free business plan, marketing plan, and financial templates plus a self-paced learning center from Canada's business development bank.
In plain terms: This website offers free downloadable templates and calculators to help you start and run a business. You can use them to write business plans, forecast finances, create workplace policies, and prepare hiring documents.
Why I recommend it: Canadian source, but the financial templates work anywhere.
Comprehensive national guide covering counseling, training, capital, contracting, disaster assistance, and business advocacy resources, with local editions available.
Why I recommend it: Download your state's edition — the local contact list in the back is the useful part.
Stanford-led study of 3 million applicants screened by a single algorithm vendor, finding racial disparities and homogeneous rejections — the same people get screened out everywhere. Explains why applicants must apply widely to reach a human.
In plain terms: This research study examines how automated screening tools used by multiple employers cause repeated rejections and racial disparities. Use this paper to understand how hiring algorithms work and why applying to more jobs helps you reach a human reviewer.
Why I recommend it: This is the evidence behind advice I give constantly: one rejection is often the same algorithm repeated, not a verdict on you.
How to Use Tech to Engage Young People in Career Navigation
JFF and Britebound research on how youth reengagement centers use digital tools with opportunity youth — what works, what pushes young people away, and how to keep tech people-centered.
In plain terms: This research report explains how youth centers use online tools and one-on-one coaching to help young people find career paths. You can learn how these programs support young adults with skills assessments, job exploration, and training options.
Why I recommend it: For anyone running a youth program: the finding that matters is that tools help only when a trusted adult is attached to them.
The ROI of Resilience: Cybersecurity Talent Management (Executive Summary)
Research summary showing skills-based, talent-friendly hiring practices save over $125,000 per cybersecurity worker through faster hiring and better retention, with a focus on widening pathways for women.
In plain terms: This research report shows how cybersecurity employers use skills-based hiring, mentorship programs, and ongoing training to retain talent. You can use this data to identify workplaces that support professional growth and clear promotion paths for women.
Why I recommend it: Good ammunition if you're arguing for skills-based hiring internally — it puts a dollar figure on it.
A fill-in résumé template with bullet formulas, metric prompts, and section order built to pass ATS screens. Make a copy to your own Drive before editing.
In plain terms: This fill-in résumé template provides structured sections and metric prompts designed to pass automated application scanners. You can copy the document to format your work history using the provided bullet formulas and sample job descriptions.
Why I recommend it: Keep the structure, replace every bullet with a number you can defend. The template only works if your results are specific.
Ultimate Guide: Make a Career Pivot and Find Happiness
Sho Dewan's workbook for changing careers — clarity exercises, transferable-skill mapping, pivot positioning, and how to talk about the switch in interviews and on LinkedIn.
In plain terms: This workbook helps mid-career professionals successfully switch industries or job roles without starting over. You can use its exercises to explore new options, identify your transferable skills, and update your resume for your target field.
Why I recommend it: The transferable-skills exercise is the part worth your time. Pivots get rejected on framing, not on qualifications.
Checklist: What to Do If You've Been Laid Off or Let Go
Practical first steps after losing a job — severance and paperwork, unemployment benefits, health coverage, references, and how to sequence your search in the first 30 days.
In plain terms: This guide outlines steps to handle the emotional and personal impact of losing a job. You can use it to establish healthy daily routines, find support, and prepare yourself before starting a new search.
Why I recommend it: Do the benefits and paperwork items in week one. Filing late for unemployment costs real money you can't get back.
A full system for behavioral interviewing using Situation, Task, Action, Result — question banks, follow-up probes, scoring, and the research behind why structured behavioral interviews predict performance.
In plain terms: This guide explains how employers evaluate behavioral interview questions using the STAR framework. You can study sample questions, scoring rubrics, and follow-up probes to prepare clear stories about your past work achievements.
Why I recommend it: Useful from both chairs. If you're the candidate, write six STAR stories and reuse them — you'll cover most questions you get.
A phase-by-phase checklist for a first interview — company research, common questions, remote/hybrid logistics, what to bring, and follow-up. Built for graduates entering the workforce.
In plain terms: This checklist guides new graduates through every stage of their first job interview. Use it to prepare answers to common questions, handle virtual or in-person logistics, and follow up after the meeting.
Why I recommend it: Print this and work down it the night before. Most first-interview nerves come from unprepared logistics, not hard questions.
A tight pre-submission checklist from MIT — verify formatting, consistency, tense, and impact before you send a resume anywhere.
In plain terms: This practical checklist guides you through every section of a standard resume. Use it to check your formatting, proofread your verb tenses, and make sure your work experience shows clear results before applying.
From the site: Recruiters spend just a few seconds on average looking at a resume. Using a clear and consistent format helps.
Why I recommend it: Run this before every application. It catches what you stop seeing after the tenth draft.
A free, recruiter-tested resume template with an explanation of why each section is ordered the way it is.
In plain terms: This guide provides a free, downloadable resume template formatted for applicant tracking systems. You can follow the step-by-step advice to fill in your work history, skills, and education for your job search.
From the site: Writing a resume from scratch is hard. A free downloadable resume template plus all the tips you need to make yours sparkle.
Harvard's full undergraduate resume and cover letter handbook — formatting rules, action-verb lists, and annotated before/after examples across industries.
In plain terms: This guide provides formatting rules, action-verb lists, and sample resumes and cover letters across various industries. You can use the annotated before-and-after examples to write and format your own job applications.
Why I recommend it: The single best free resume handbook out there. Read the annotated examples twice.
Harvard Career Services' bullet-point resume template plus guidance on writing accomplishment statements that lead with impact.
In plain terms: This downloadable resume template is available in Microsoft Word and Google Docs formats. You can use its bullet-point layout to organize your experience and build a clear first draft.
From the site: Word (.docx) version. Accessible Word (.docx) version. Google Docs version. Use this bullet-point template to build out your first draft of your resume.
Stanford's step-by-step resume handout covering structure, section order, describing experience, and common formatting mistakes.
In plain terms: This guide walks you through the resume-writing process step by step. Use it to choose your section order, write clear descriptions of your experience, and avoid common formatting errors.
UPenn's resume guide with samples across business, tech, nonprofit, and graduate-school paths, plus wording and layout standards.
In plain terms: This guide offers downloadable resume templates and section-by-section advice for different industries. You can customize the Word documents with your own experience and learn how to write effective bullet points.
From the site: Resume templates for Penn students that can be adjusted and customized across different fields and industries, each with guidance for every section.
Yale's guidance on specialized resume formats — federal, academic CV, consulting, tech, and nonprofit — and when each format is expected.
In plain terms: This guide explains how to format resumes for federal government positions, specific industries, and international jobs. You can use it to learn about the federal resume builder and find country-specific application advice.
From the site: Formats for federal government, academic, consulting, and other specialized resumes, including guidance on the USAJOBS resume builder.
Why I recommend it: Different sectors expect different formats. Match the format before you polish the words.
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Entrepreneurship & Free Tools
Digital Marketing Strategy for Student Entrepreneurs
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.
Slide deck of advice from working technology architects and engineers: how to open strong, when to ask clarifying questions, what depth is expected at junior vs. senior level, and how to talk through architecture, scaling, and performance.
In plain terms: This slide deck shares advice from working tech professionals on handling technical interviews. Use it to learn how to explain your coding process, tackle tough questions, and tailor your answers for junior or senior roles.
Why I recommend it: Lead with your strongest projects — interviewers dig into whatever you highlight.
Two pitch decks compared side by side: Airbnb's 10-slide deck that raised $600K, and Fyre Festival's deck, whose company later faced fraud charges, plus sample GitHub work to use as a model for your own portfolio.
In plain terms: This guide compares successful and failed pitch decks from Airbnb and Fyre Festival alongside real GitHub profiles. You can use these examples to learn how to present business ideas clearly and structure your own technical portfolio.
Why I recommend it: One idea per slide. Problem, solution, evidence. Decoration never closed a round.
A starter framework for students deciding between corporate, nonprofit, freelance, and entrepreneurship paths: defining your value proposition, getting noticed, building consistency, and understanding how you actually get paid.
In plain terms: This beginner guide helps students and first-time job seekers explore different career paths. You can build your first resume, practice basic networking conversations, and connect with youth employment programs.
Why I recommend it: Great starting point for students and anyone rebooting a career from scratch.
Step-by-step toolkit for curating a recruiter-ready GitHub: profile README, three pinned public projects, clean repo naming, and the six-section README map every project should follow. Includes a quality checklist.
In plain terms: This guide shows you how to organize and clean up your GitHub profile for job applications. You can follow the quality checklist and project outline to present your best work clearly to recruiters.
Why I recommend it: Three well-documented projects beat ten messy ones. Test your profile in an incognito window.
Slide guide to the tools that tell you what a role actually pays — Levels.fyi for role-level comp, Numbeo for cost-of-living context, Glassdoor for company intel — plus the mindset and mechanics of negotiating an offer.
In plain terms: This guide reviews tools for researching pay rates and local living costs. You can use it to determine your minimum compensation and prepare to negotiate your salary and benefits.
Why I recommend it: Pair one role-level pay tool with one cost-of-living tool before you ever name a number.
Toolkit for building and pressure-testing a one-page resume: run it through a free AI scanner, format with a clean template, and match the six-section template map. Includes fonts, margins, and a quality checklist.
In plain terms: This guide provides a six-section layout and formatting checklist for building a one-page resume. You can use it to organize your experience, set proper margins and fonts, and test your draft with an AI scanner.
Why I recommend it: Rescan after every revision, and keep a version history so you can tailor per application.
The Knowledge House Founder's Directory — 2026 Edition
A one-page clickable directory of accelerators, funds, and small-business support beyond Y Combinator: NY/NJ, Atlanta, Los Angeles, DMV, and Baltimore, plus national programs for underrepresented founders, federal agencies, and corporate grant programs.
In plain terms: This directory lists business accelerators, grants, investors, and government support programs across several regions and nationwide. You can use the clickable links to find funding, free mentoring, and resources to help start or grow your business.
Why I recommend it: Most founders only know Y Combinator. This directory is where the actual money and mentorship live for people building outside Silicon Valley — several programs take no equity at all.
Government & Community Small-Business Support (Founder's Directory)
The government and community pages of the Founder's Directory: SBA, local SBDCs, SCORE mentoring, MBDA business centers, Women's Business Centers, Grants.gov, SBIR/STTR R&D grants, plus Comcast RISE, Verizon Digital Ready, Hello Alice, IFundWomen, and LISC.
In plain terms: This directory lists government and community programs that support small business owners and startups. You can use it to find free business coaching, connect with expert mentors, and search for grants.
Why I recommend it: Free 1:1 business coaching from an SBDC or SCORE mentor is the most underused resource in this whole library. Book a session before you pay a consultant.
Mock Interview & Company Intel Tools (from the AI Job Search Tools guide)
Practice interviews with AI or live peers, then research the company before you walk in — includes Yoodli, Exponent (formerly Pramp), Verve AI, Glassdoor, Blind, Crunchbase, The Org, and salary databases.
In plain terms: This curated guide lists free and low-cost tools for interview practice and company research. You can run mock interviews with AI or live peers, get feedback on your answers, and look up salary data and workplace reviews.
Why I recommend it: Do one recorded mock interview before every real one. Then look up the salary band so the number conversation is not a surprise.
Forming an LLC or S-Corp for Your Tech Business or Consulting Practice
A step-by-step guide to forming an LLC (name search, registered agent, state filing, operating agreement, free EIN, business banking) and electing S-corp tax status, with filing fees and direct portal links for NY, NJ, GA, and CA, plus a section on 1099 contractor and consulting taxes.
In plain terms: This guide explains how to set up an LLC or elect S-corp tax status for freelance and consulting work. You can use it to register your business, get a free tax ID, and understand your self-employment taxes.
Why I recommend it: Most consultants should start as a plain LLC and only add the S-corp election once net profit is consistently past roughly $50-80K. Get the free EIN yourself — never pay for it.
AI Resume & Interview Tool Picks (from the AI Job Search Tools guide)
The resume-writing and AI-interview sections of my AI tools guide: ATS-friendly resume builders and graders (Reactive Resume, Resume Worded, Rezi, Kickresume, Teal) plus mock-interview coaches (Yoodli, Exponent, Verve, Huru, Final Round).
In plain terms: This guide features free and low-cost AI tools for resumes and job interviews. You can use them to build and score ATS-friendly resumes or practice mock interviews with automated coaching.
Why I recommend it: Use the resume graders before you apply anywhere — the fastest wins usually come from fixing weak verbs and missing metrics, not from a new template.
Best Free & Low-Cost AI Tools for Your Job Search (2026)
A 3-page guide with 35 vetted AI tools across resume writing, mock interviews, job search copilots, job scraping, company intel, salary data, and job-fit scoring — each with its real pricing checked against the vendor's own page.
In plain terms: This guide lists 35 verified free and low-cost AI tools for job seekers. You can use it to find help with writing resumes, practicing interviews, checking salaries, and finding open roles.
Why I recommend it: Start here if you are overwhelmed by AI job-search tools. Everything listed has a usable free tier, and the pricing was verified directly with each vendor.
A free, clear PDF guide with strong resume samples for every experience level.
In plain terms: This resource provides free guides, formatting templates, and examples for resumes, CVs, and cover letters. You can review samples for different experience levels and download templates to write your own application materials.
From the site: A resume is a brief, informative document summarizing your abilities, education, and experience. It should highlight your strongest assets and differentiate you from other candidates. Used most …
Why I recommend it: Start here if you are staring at a blank page. Copy the structure, not the words.
