Skip to content
Launchpad Library logo
← All publications
Start It Up on Medium logo

Start It Up on Medium

Magazine & newsFreeCareer & Professional Optimizationmedium.com

Formerly The Startup — Medium's largest active publication, covering career advice, entrepreneurship, and the creator economy.

Why I recommend it: Wide range and easy to submit to if you want writing samples with reach.

Read / subscribe free

From this publication

medium.com
Free
Article
AI Tools
ContextPromotional

We Are Betting on Human Intelligence: Meet TK

Medium CEO Tony Stubblebine's announcement of TK, a private agentic notebook app from Medium for drafting writing and developing ideas, describing the company's position that writing still matters as AI tools spread.

#writing#ai-tools#medium#note-taking
medium.comAdded Nov 11, 20260 opens
medium.com
Free
Article
AI & Assistive Tools

Governing Data and AI Agents in Snowflake: A Data Engineer's Field Notes

A Snowflake Builders Blog post by Eylon Steiner on data governance once AI agents can run SQL, covering masking, access controls and related practices in Snowflake.

#data governance#AI agents#Snowflake#data engineering
medium.comAdded Oct 22, 20260 opens
medium.com
Free
Article
Technology & Ethics

Emily M. Bender: Talking About a "Schism" Is Ahistorical

Essay by linguist Emily M. Bender on Medium arguing against framing AI ethics and AI safety as a "schism." The page blocked automated reading, so this description is based on the title and author.

#ai-ethics#ai-safety#essay
medium.comAdded Sep 30, 20260 opens
allhumansarehuman.medium.com
Free
Article
Technology & Ethics

How We Do Anything Is How We Do Everything

Medium essay from the All Humans Are Human publication. The page blocked automated reading, so this description is based on the title only.

#essay#responsible-tech
allhumansarehuman.medium.comAdded Sep 30, 20260 opens
googlewalkout.medium.com
Free
Document
Technology & Ethics

Standing with Dr. Timnit Gebru (Google Walkout for Real Change)

The December 2020 open letter from Google Walkout for Real Change supporting Timnit Gebru after her departure from Google's Ethical AI team, with its list of signatories. An advocacy document written by her supporters.

#ai ethics#labor#primary source
googlewalkout.medium.comAdded Sep 27, 20260 opens
cebrian.medium.com
Free
Article
Technology & Ethics

The Internet's Coldest Case

Manuel Cebrian's essay on "Markovian Parallax Denigrate" — hundreds of identically titled, meaningless posts that flooded Usenet in August 1996 and have never been explained. It walks through each theory in turn: a Cold War-style numbers station, a cipher, a mail-server fault, or an early Markov-chain text generator in the lineage of the Mark V. Shaney experiment, and what the trail of headers actually supports.

Why I recommend it: A enjoyable read, and a useful one: machine-generated nonsense has been circulating for thirty years, and this is a case study in how hard attribution is once it does. The author is careful to label what is evidence and what is speculation — which is more than most write-ups of it manage. Medium sometimes meters free reading, so tell me if it asks you to sign in.

#internet-history#markov-chains#mystery#usenet#generated-text
cebrian.medium.comAdded Sep 23, 20260 opens
Medium
Free
Tool
Marketing & Platform Tools

Medium

Open publishing platform for essays and articles. Writing and publishing are free; reading is limited by a metered paywall unless you pay for a membership, and the Partner Program requires a paid membership to earn.

From the site: On Medium, anyone can share insightful perspectives, useful knowledge, and life wisdom with the world.

Why I recommend it: Free to publish and build a portfolio of writing. Be aware readers may hit a paywall on your posts, so cross-post anything you want widely read.

#audience-building#blogging#content-strategy#creator-economy#free#personal-branding#writing#tool
MediumAdded Sep 18, 20260 opens
Medium
Free
Article
AI & Assistive Tools

I Ran Gemma 4 as a Local Model in Codex CLI

A hands-on write-up of wiring Google's open Gemma 4 model into the Codex command-line coding agent so it runs locally instead of calling a hosted API.

From the site: I wanted to know whether Gemma 4 could replace a cloud model for my day-to-day agentic coding. Not in theory, in practice. I use Codex CLI…

Why I recommend it: Useful if you want to try coding agents without paying per token — local models are slower, but free and private.

#ai#ai ethics#codex#coding-agents#developer-tools#gemma#llm#local-models#open-models#privacy#tutorial
MediumAdded Sep 17, 20260 opens
Medium
Free
Article
Technology & Ethics

What Is RLCD? Reinforcement Learning from Contrast Distillation

A plain-language explainer on RLCD, a way of aligning language models by learning from contrasting outputs rather than human ratings alone.

From the site: RLCD is a method developed to adjust language models to human preferences without using human feedback data. This approach aims to address…

Why I recommend it: Good background reading if you want to understand how the models you use are actually steered.

#ai#ai ethics#ai-alignment#ai-safety#explainers#llm#machine-learning#model-training#reinforcement-learning#research#rlhf
MediumAdded Sep 17, 20260 opens
medium.com
Free
Event
Marketing & Platform Tools

Medium Day

Sep 18, 2026 – Sep 18, 2026Medium

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.

#events#live-event#online-event#free#writing#content-creation#personal-branding#creator-economy#medium#publishing#community#networking
medium.comAdded Sep 13, 20260 opens
medium.com
Free
Publisher
Career & Professional Optimization

Marker on Medium

Business publication covering work culture, career navigation, and the forces shaping the business world.

Why I recommend it: Helpful context on why workplaces behave the way they do.

#articles#business#career#career-development#free#medium#publisher#work-culture
medium.comAdded Aug 29, 20260 opens
medium.com
Free
Publisher
Entrepreneurship & Free Tools

Startup Grind on Medium

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.

#articles#community#entrepreneurship#founders#free#fundraising#medium#publisher#research#small-business#startup#startups
medium.comAdded Aug 29, 20260 opens
medium.com
Free
Article
Career & Professional Optimization

How I Got a Software Developer Job With No Experience and No CS Degree

A step-by-step personal account of self-teaching, portfolio building, and applying until landing a first developer role without a computer science degree.

Why I recommend it: Copy the process, not the timeline. Everyone's runway is different, and comparing yours to a blog post is a fast way to quit.

#article#career#career-development#first-person#free#no-degree-required#portfolio#reading#self-taught#software-engineering
medium.comAdded Aug 29, 20260 opens
medium.com
Free
Article
Career & Professional Optimization

From Bootcamp to Engineer

A first-person account of moving from a coding bootcamp into a professional engineering role, including the skill gaps that showed up on the job and how they were closed.

Why I recommend it: Firsthand accounts are worth more than program marketing. Note what she says about the first 90 days on the job.

#article#bootcamp#career#career-change#career-development#first-person#free#reading#software-engineering
medium.comAdded Aug 29, 20260 opens
medium.com
Free
Article
Career & Professional Optimization

Inside Connect: Airbnb's Engineering Apprenticeship Program

Airbnb's engineering team explains how Connect was designed, who it is for, how apprentices are supported and mentored, and what work they ship during the program.

Why I recommend it: The most honest look at daily life inside an apprenticeship. Use its language when you write your Connect application.

#airbnb#apprenticeship#article#career#career-development#entry-level#free#job markets#mentorship#reading#software-engineering
medium.comAdded Aug 29, 20260 opens

Related in the library

Other resources that share this publication's topics.

creatorx.agency
Free
Guide
Marketing & Platform Tools
Author sells servicesPromotional

CreatorX: Influencer Platforms for Finding Brand Deals

Agency-written guide comparing influencer platforms and describing profile setup, outreach and brand-deal workflows. Free to read; individual platforms may charge fees or have eligibility requirements, so the article is not a directory of guaranteed free services.

#creator-economy#influencer-marketing#brand-deals#marketing
creatorx.agencyAdded Nov 13, 20260 opens
iab.com
Free
Report
Marketing & Platform Tools
Context

IAB: The Creator Economy’s Next Chapter

Published
2026-11

Free November 2026 PDF on seven creator-economy infrastructure issues, including measurement, contracts, payment terms and data sharing. Based on interviews and a survey of 53 industry leaders; the sample leans toward high-volume intermediaries and the results are directional, not population-wide estimates.

#creator-economy#influencer-marketing#contracts#marketing
iab.comAdded Nov 13, 20260 opens
nasdaq.com
Free
Article
Business & Entrepreneurship
Context

AI Is Enabling More Entrepreneurship

Michael Normyle examines the rise in Census business applications without planned wages since early 2025 and compares sector-level application growth with AI adoption. The article argues that generative AI may lower barriers for solo businesses while identifying tax-reporting changes as a likely unrelated driver of earlier retail growth.

Why I recommend it: The article presents an interpretation of business-application and sector data; timing and sector associations do not establish that AI caused the increase.

#entrepreneurship#business-applications#ai-adoption#solo-business
nasdaq.comAdded Nov 9, 20260 opens
tubefilter.com
Free
Article
Marketing & Platform Tools

Instagram is offering YouTubers up to $500,000 to post with its new horizontal format

Tubefilter reports, citing Business Insider, that Instagram has offered select YouTube creators between $50,000 and $500,000 to post long-form horizontal videos in its new Features format. Meta confirmed it is funding some creators and called deal details confidential.

#creators#instagram#youtube#creator-economy
tubefilter.comAdded Oct 30, 20260 opens
skipthedrive.com
Free
Job Board
Job Boards

SkipTheDrive

Remote job board with no registration and no charge to search. It has a dedicated Part-Time Jobs page and categories including IT and software development.

Why I recommend it: Free and simple. As with any board, apply only on the employer's own site and never pay to apply.

#bridge-job#remote#job-board#part-time#beginner-friendly#tech#customer-service#free
skipthedrive.comAdded Oct 26, 20260 opens
gigsmart.com
Free
Job Board
Job Boards

GigSmart

Free account for temp, part-time, full-time and on-demand work. No interview or résumé needed. Its page says W-2 shifts pay in 1 to 2 days and that it serves all 50 states.

Why I recommend it: One of the broadest lists on the page, with no résumé needed, which is useful when you don't want to rebuild one. Read each posting to see whether it is a W-2 or contractor shift.

#bridge-job#shift-work#hourly#flexible#app-based#no-resume#w2#free
gigsmart.comAdded Oct 26, 20260 opens