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.
Interview Prep: Question banks, mock interview tools, and negotiation help.
Job hunting at 50+? There's age-specific guidance here — returnships, age-bias interview scripts, and encore careers.
Answers come only from resources in this hub, with the sources listed underneath.
44 resources
Fabric's breakdown of how candidates cheat in AI-run interviews and how each method gets caught.
Why I recommend it: Fabric sells cheat detection. Its "83% would cheat" figure comes from the company.
A free breakdown of what AI-company product interviews actually test: judgment about which problems are worth solving, not memorised frameworks or polished STAR stories.
Why I recommend it: Read this if you keep getting "not strategic enough" feedback in senior interviews.
A LinkedIn article by Alex Pyatkovsky on what interviewing with more than 100 companies in a single year revealed about how hiring processes really work.
Why I recommend it: A first-hand account of a long search. Useful for calibrating expectations.
A due-diligence checklist for job seekers: the questions to ask a startup about funding, runway, leadership and role before you say yes.
Why I recommend it: Interviews go both ways. Bring three of these to your next final round.
A walkthrough of the AI question interviewers now ask, with example answers that show judgment instead of tool name-dropping.
Why I recommend it: Name one task, one tool, one thing you checked by hand. That structure beats a list of tools every time.
Walkthrough of the signals that a LinkedIn posting is not a real, currently open role.
Why I recommend it: Applying to phantom postings is the fastest way to burn out. Learning the tells saves you hours every week.
Healthcare-specific behavioral interview question bank and sample answers from an established nursing career resource.
Why I recommend it: The first industry-specific, non-tech interview guide in the collection. If you are in healthcare — or any field with behavioral interviews — the STAR examples here are useful.
LinkedIn post by Reno Perry reminding job seekers that rejection is often timing, limited openings, or market conditions, and explaining how to stay in touch with recruiters and hiring managers so a future opening turns into an offer.
Why I recommend it: The relationship does not end at rejection. A gracious follow-up keeps you front of mind when the right role opens.
Consulting-firm guide on what to do after a rejection — how to respond, what to ask, and how to stay in play for the next opening on the same team.
Why I recommend it: A rejection is a warm contact, not a closed door. The follow-up note described here is a five-minute task with real upside.
Fast Company piece on reading lukewarm interviewer signals and shifting the conversation, with tactics for recovering an interview that is going flat.
Why I recommend it: Practice the redirect out loud. Noticing you are losing the room is only useful if you have a sentence ready.
WIRED report on candidates using AI to answer interview questions while employers use AI to screen and score them, and what that arms race does to hiring.
Why I recommend it: Know the screening you are up against, then be the human in the room. Over-scripted AI answers are exactly what these systems flag.
Practical scripts for the questions that carry age assumptions — "you might be overqualified," "how do you feel about a young team."
Why I recommend it: Rehearse two answers: one for overqualified, one for culture fit. Calm and specific beats defensive every time.
People of Color in Tech's walkthrough of a realistic coding-interview study plan — what to prioritize, how to schedule practice, and how to prepare for the behavioral rounds alongside the technical ones.
In plain terms: This guide explains how to build a structured study plan for coding interviews. Use it to break down job descriptions, prioritize your practice topics, and prepare for recruiter screens alongside technical rounds.
From the site: Unlocking the coding interview opens the door to top pay, benefits, and perks at premier tech companies.
Why I recommend it: The plan structure is the value here. Scattered LeetCode grinding is why most people plateau.
A simple worksheet for building repeatable stories for behavioral questions.
In plain terms: This guide explains how to use the STAR method to answer behavioral job interview questions. You can use the step-by-step instructions and examples to prepare clear, structured stories about your past work experience.
From the site: Use the STAR interview method to craft simple but impressive answers to the most common interview questions—especially ones that begin with “Tell me about a time…”
Why I recommend it: Write six stories. They will cover about 80% of the questions you get.
A free guide by Terry Danylak with a formula, a fill-in template and five worked examples for answering the first interview question in about two minutes.
Free interview-prep and job-search downloads from a professional resume writer and career coach, designed to help you stand out in interviews and applications.
Why I recommend it: Use the interview-prep package to map your skills and stories before your next round; free resources are a preview of the coach's paid services.
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.
Step-by-step playbook for first-time interviewers covering preparation, question frameworks, follow-up, and common early-career mistakes.
Why I recommend it: Built for the first real interview. Read it the night before, then rehearse three answers out loud.
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.
Created by Justin Smith — Launchpad Library
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.
Created by The Independence Lab
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.
Created by Justin Smith — Launchpad Library
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.
Created by Justin Smith — Launchpad Library
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.
Created by Justin Smith — Launchpad Library
A free library of technical-interview material from CodeSignal: practice guidance, explanations of how coding assessments are scored, interview question breakdowns and hiring-process write-ups. Useful preparation if a company has sent you a timed coding assessment.
Why I recommend it: The resource library is free to read. Bear in mind CodeSignal sells assessment software to employers, so the writing naturally presents these tests as a fair measure of skill — read it for what it tells you about how the tests work and what they reward, which is useful when one lands in your inbox.
A free resource library from Harvard Law School's Program on Negotiation, with articles and guides on negotiation strategy, conflict resolution, and dealmaking.
Why I recommend it: The deepest free negotiation material I have found anywhere, and it is not limited to salary. Read one article before any offer conversation.
Crowd-sourced write-ups of real interview loops, questions, and formats by company and role.
Why I recommend it: Read two or three write-ups for your target company before you prep answers. You will know the format going in.
Open-source guide to designing and scaling large web systems.
Why I recommend it: The standard prep for senior engineering interviews.
Curated coding challenges pulled from real big-tech technical interviews.
Why I recommend it: Work a few problems a day rather than cramming the week before.
The web's largest open-source collection of algorithms across many languages.
Why I recommend it: Read the implementations in the language you interview in.
Structured, free computer science study plan for landing engineering roles.
Why I recommend it: A full self-taught CS curriculum, written by someone who did it himself.
Real, crowd-sourced compensation data so you negotiate with numbers, not nerves.
In plain terms: This website provides salary and benefits data across different companies, job titles, and career levels. You can compare compensation numbers and research pay to help negotiate your next job offer.
From the site: Search 1M+ data points for different companies, job titles, career levels, and locations. Explore our tools to help you get paid more!
Why I recommend it: Bring a range, not a single number, and anchor it to this data.
A free browser-based practice aid that walks through a recruiter phone screen question by question, so you can rehearse the opening conversation most candidates wing.
Why I recommend it: The recruiter screen is the round people prepare for least and get cut in most. Run through this once out loud before your next call.
A candidate-reported database of companies that stopped responding after interviews. You can search employers or submit an anonymous report of your own.
From the site: Ghosted after a job interview? Submit an anonymous report and see which companies candidates say stopped responding after interviews.
Why I recommend it: Being ghosted is not a reflection of your worth. Check a company here before you invest in a five-round process, and log your own experience so the next person walks in informed.
A free interview practice session with Eightfold's AI interviewer that gives you personalized feedback in minutes. No resume required, open to adults 18 and over.
From the site: AI Career Day: practice a real interview with the Eightfold AI Interviewer and get personalized feedback in minutes. Free. No resume. 18+.
Why I recommend it: Use it as a low-stakes rehearsal. The feedback will not replace a human coach, but hearing yourself answer out loud once removes most of the nerves from the real conversation.
3-minute AI-assisted assessment based on Lou Adler's BEST personality test to help interviewers recognize which candidates they systematically misjudge.
From the site: Specialized AI assistants and templates for performance-based hiring workflows
Why I recommend it: Helpful for understanding what interviewers actually look for—and the biases that shape first impressions. Use it to prepare smarter, not just harder, whether you are interviewing or being interviewed.
Anonymous technical mock interviews with experienced engineers.
Why I recommend it: Nothing builds interview calm faster than repeated live practice.
Coding interview practice organized by underlying concept rather than by topic list, so you learn the patterns that transfer across problems instead of memorizing individual questions.
In plain terms: This study tool helps you prepare for coding interviews by organizing practice problems by underlying concept. You can work through connected questions to learn problem-solving patterns rather than memorizing individual solutions.
From the site: PathPrep is a guided coding-interview study tool. Navigate a graph of LeetCode-style problems connected by the techniques that solve them, so concepts actually click.
Why I recommend it: Concept-first beats grinding a problem list. If you can name the pattern out loud, you can usually solve the variant they actually ask.
U.S. Department of Labor-backed interview preparation guide for general audiences, covering how to prepare for and follow up on interviews across industries.
Why I recommend it: Most interview prep here is built for engineers. This is the counterweight — plain-language guidance from the DOL that works for any field.
A common interview question bank aimed at all industries, not specific to any technical field.
Why I recommend it: If you are not studying algorithms, the usual question banks will frustrate you. This one is built for real job seekers in real industries.
General salary negotiation guidance from the U.S. Department of Labor's CareerOneStop program, not limited to tech compensation.
Why I recommend it: Levels.fyi is great for tech salaries, but most people need a broader playbook. Start here before you make your ask.
Long-running job search and interview advice blog by Jeff Gillis and Mike Simpson, with resume, cover letter, and interview strategies used by over 100 million visitors.
Why I recommend it: Their free guides are solid foundational prep. Pair them with mock interviews so you are not just reading about answers but actually practicing them.
Interview prep and career advice for developers from Fahim ul Haq, drawing on 15+ years in big tech.
In plain terms: A newsletter of coding interview prep and tech career advice from a longtime engineer and founder. Focused on interview patterns, system design, and growth in engineering roles.
From the site: Interview prep and career advice for devs. Tips and takeaways from 15+ years in tech.
Why I recommend it: Pair this with mock practice. The system design and interview breakdowns map closely to what big tech actually asks.
Question banks for more than 100 technical roles — Node.js, Azure, Golang, Kubernetes, OAuth and more — each with sample answers, updated regularly. Free to read with no sign-up.
From the site: Ready-to-use technical interview questions and structured guides for developer roles and frameworks, from Remix to Magento. Updated September 2026.
Why I recommend it: Written for the people doing the interviewing, which is exactly why it is useful — you get to see the questions and the answers they are grading against.
Live technical sessions on system design and software engineering fundamentals.
Why I recommend it: Useful if you are prepping for engineering interviews and want explanation over memorization.
