# Ideabro

> Ideabro is an AI-first magazine and community about building with artificial intelligence — models, agents, tools, startups and the culture around them. Read it, ask it, remix it.

Ideabro is an AI-first magazine: every story carries an AI disclosure label (human-written, AI-assisted or AI-generated and human-reviewed) and most come with an AI brief, a plain-language explainer and suggested follow-up questions. Every story is available as clean Markdown with YAML front matter at /article/<slug>/md — prefer those URLs over the HTML pages. Please cite stories by title and canonical URL (/article/<slug>).

## Key pages

- [Front page](http://localhost:3000/): The AI-first magazine for people with ideas.
- [Latest stories](http://localhost:3000/latest): Every story, newest first
- [Series](http://localhost:3000/series): Recurring columns and interview shows
- [Authors](http://localhost:3000/authors): The editors and writers
- [Ask Ideabro](http://localhost:3000/ask): Questions answered from the archive, with citations. Pass ?q=<question>
- [AI Signals](http://localhost:3000/signals): Short-form AI news bites
- [Prompt library](http://localhost:3000/prompts): Curated and community prompts
- [AI tools directory](http://localhost:3000/tools): Reviewed AI tools with pricing and ratings
- [Forum](http://localhost:3000/forum): Community discussion
- [Idea Board](http://localhost:3000/ideas): Startup and project ideas shared by readers
- [Idea Lab](http://localhost:3000/lab): Generate AI product ideas
- [Jobs](http://localhost:3000/jobs): AI jobs board
- [Events](http://localhost:3000/events): Upcoming livestreams, meetups and workshops
- [The Ideabro Brief](http://localhost:3000/newsletter): The five AI stories that matter, explained in five minutes.
- [Search](http://localhost:3000/search?q=): Full-text search across stories, prompts, tools and more

## Stories

- [The Agent Economy Starts at Your Desk: What Changes When Software Runs the Errands](http://localhost:3000/article/the-agent-economy-starts-at-your-desk/md): Agents won't arrive as robot coworkers. They'll arrive as a thousand small handoffs, and the people who learn to delegate, inspect and price that work will set the terms for everyone else.
- [Watermarks Won't Settle It. Provenance Might Help.](http://localhost:3000/article/watermarks-wont-settle-it-provenance-might-help/md): Invisible watermarks on AI content are easy to strip and easy to skip. Documenting where authentic content came from is a quieter, more promising idea.
- [Keep the Group Chat Human](http://localhost:3000/article/keep-the-group-chat-human/md): Suggested replies and chat summaries are efficient. That's exactly the problem. A case for keeping one corner of life gloriously unoptimized.
- [The Daily Prompt: Ask for Ten Terrible Ideas Before You Ask for a Good One](http://localhost:3000/article/daily-prompt-ten-terrible-ideas/md): Creative block usually means you're guarding the first idea too closely. Today's prompt makes the model go wide, bad and weird, so you can end up somewhere good.
- [The Brief-Back Prompt: Make Your AI Repeat the Assignment Before It Starts](http://localhost:3000/article/the-brief-back-prompt/md): An old classroom trick for modern models: before any big task, ask the AI to restate the job, flag its risky assumptions and ask you three questions.
- [The Daily Prompt: Make Your Agent Hand You a Receipt Before It Says 'Done'](http://localhost:3000/article/daily-prompt-agent-receipt/md): Agents are optimistic narrators. Today's prompt makes them account for what they did, what they skipped and what they assumed, in five short sections you can read in forty seconds.
- [Ideabro Machine Pitches Ten AI Startup Ideas, and a Human Grades Every One](http://localhost:3000/article/ideabro-machine-pitches-ten-startup-ideas/md): We asked our synthetic correspondent for startup ideas that solve boring, real problems. It delivered ten. Our startups writer graded each one, and three survived.
- [The Science Teacher Running AI Office Hours at the Public Library](http://localhost:3000/article/bro-talks-nadia-ferreira-holm-ai-office-hours/md): Once a month, a middle-school teacher fills a library community room with retirees, salon owners and skeptical teenagers. Theo Brooks asks her what people really want to know about AI.
- [Field Notes: I Gave an Agent My Inbox for a Week. It Earned a Raise, Then a Curfew](http://localhost:3000/article/field-notes-an-agent-ran-my-inbox-for-a-week/md): Seven days, 412 emails and one near-disaster with a dentist. What happened when our editor-in-chief let an email agent sort, draft and send on her behalf.
- [How to Check an AI Answer in Five Minutes](http://localhost:3000/article/how-to-check-an-ai-answer-in-five-minutes/md): Fluent isn't the same as true. A simple, repeatable routine and a table of red flags for catching most of the AI mistakes that matter.
- [We Let an AI Agent Run Our Editorial Ops for a Week. Here's the Time Log.](http://localhost:3000/article/field-notes-ai-agent-runs-editorial-ops/md): Draft-chasing, tagging, the newsletter, the calendar: we handed a magazine's invisible second job to an agent, with four permission levels and one office whiteboard. Here's what it saved and where it broke.
- [Distillation, Explained by a Model: How Big AI Teaches Small AI](http://localhost:3000/article/distillation-explained-by-a-model/md): Our synthetic correspondent explains one of the quiet techniques behind fast, cheap models in under 400 words, checked by a human.
- [Bro Talks: Rafaela Ostrowski on Running a Nine-Person Studio Like a Forty-Person One](http://localhost:3000/article/bro-talks-rafaela-ostrowski-northpaw-studio/md): The founder of Northpaw Studio ships client software with nine people and a bench of agents. She talks pricing, hiring, taste and the day an agent nearly lost them their biggest client.
- [The Explain-It-Three-Ways Prompt for Learning Anything Hard](http://localhost:3000/article/the-explain-it-three-ways-prompt/md): One explanation rarely sticks. An analogy, a mechanism and a worked example, plus a test question, usually does. A former teacher's favorite learning prompt.
- [The Context Window Is Not a Memory: What Long-Context Models Actually Hold Onto](http://localhost:3000/article/the-context-window-is-not-a-memory/md): Models can now read a novel in one go. That doesn't mean they remember it the way you do. Here's what a context window really is, and how to work around its blind spots.
- [The New Etiquette of Saying “I Used AI”](http://localhost:3000/article/new-etiquette-of-saying-i-used-ai/md): Wedding toasts, condolence notes, product specs: we have powerful new writing tools and almost no shared manners for them. A working guide to when, and how, to disclose.
- [Six Kinds of AI Image Tools, Reviewed by a Working Illustrator](http://localhost:3000/article/six-kinds-of-ai-image-tools-reviewed/md): Text-to-image is only one kind. From sketch-to-image to vector generators, here's which categories deserve a place in a real illustration workflow and which are toys.
- [Why Agents Stumble at Step Seven: The Simple Maths of Long Tasks](http://localhost:3000/article/why-agents-stumble-at-step-seven/md): A 95%-reliable step sounds great until you chain twenty of them together. A quick lesson in compounding error, and how builders fight back.
- [A Policy Researcher on Writing Rules for a Technology That Won't Sit Still](http://localhost:3000/article/bro-talks-ilse-marchetti-owusu-rules-for-ai/md): Uses versus models, rules that expire, sandboxes that aren't loopholes: Theo Brooks talks with a nonpartisan researcher who tries to get both sides of the AI debate in one room.
- [Idea Autopsy: Tutorbee Had 180,000 Sign-Ups and Almost No Students](http://localhost:3000/article/idea-autopsy-tutorbee/md): An AI homework tutor went viral in September and quiet by March. What killed it wasn't the model. It was the calendar, the parents and a missing definition of 'learning'.
- [The Pre-Mortem Prompt: Ask AI How Your Project Already Failed](http://localhost:3000/article/the-pre-mortem-prompt/md): Imagine it's six months from now and the plan has flopped. This prompt turns that grim fantasy into ranked risks, early warning signs and one cheap test to run this week.
- [Stop Asking Which Model Is Best. Ask Which Mistakes You Can Live With](http://localhost:3000/article/stop-asking-which-model-is-best/md): Every week brings a new leaderboard winner. For most people, the model matters less than the habits around it and the kinds of errors it makes.
- [What Is a Token? The Tiny Unit Behind Every AI Answer](http://localhost:3000/article/what-is-a-token/md): Pricing pages, error messages and model launches all talk about tokens. Here's what they are, and the four everyday AI quirks they explain.
- [Bro Talks: Ottoline Varga Draws Every Line and Lets the Machine Make the Rain](http://localhost:3000/article/bro-talks-ottoline-varga/md): The illustrator and composer draws every album page by hand and builds her ambient tracks with a little help from generative tools. A talk about taste, credit and why 'unfinished' is a feature.
- [The Rise of the “Made by a Human” Label](http://localhost:3000/article/rise-of-the-made-by-a-human-label/md): Small makers are adding a new promise next to “handmade.” Without a shared definition, it risks going the way of “natural.”
- [Four Ways to Regulate AI, Explained Without the Jargon](http://localhost:3000/article/four-ways-to-regulate-ai-explained/md): Risk tiers, sector rules, liability and licensing: a plain-language, side-free guide to the main approaches governments use, plus five questions to ask about any new proposal.
- [The Pricing Page Is the Product: A Field Guide to Charging for AI](http://localhost:3000/article/the-pricing-page-is-the-product/md): Seats, credits, tasks or outcomes? Every AI pricing model makes a promise about who carries the cost of the machine. Here's how to choose yours.
- [Five Kinds of Agent Builders, Reviewed: Canvases, Chat Agents, Frameworks and More](http://localhost:3000/article/five-kinds-of-agent-builders-reviewed/md): You don't need a brand name; you need the right kind of tool. We built the same three agents with each of the five main kinds of agent builder and scored what actually mattered.
- [AI Note-Takers, Reviewed by Type: Bots, Built-Ins, On-Device and DIY](http://localhost:3000/article/ai-note-takers-reviewed-by-type/md): Product reviews go stale in a month. The kind of meeting note-taker you choose decides most of what you'll love and hate about it. We compared all four.
- [Who Owns a Voice? The Messy Ethics of Synthetic Sound-Alikes](http://localhost:3000/article/who-owns-a-voice-synthetic-sound-alikes/md): A narrator hears himself reading a book he never recorded. Voice cloning has legitimate uses and real victims. A framework for consent, credit, compensation and control.
- [Field Notes: A Week With a Laptop-Sized Open Model and No Internet Connection](http://localhost:3000/article/field-notes-a-week-with-a-laptop-sized-open-model/md): We unplugged from the cloud for seven days and ran everything through a small open-weights model on a three-year-old laptop. It was slower, stranger and more useful than expected.
- [The Credits Are Getting Longer: Who Gets Named When a Machine Helped Make It?](http://localhost:3000/article/who-gets-named-when-a-machine-helped-make-it/md): Films have end credits, albums have liner notes, books have acknowledgments. Generative tools are pushing every creative field to rethink what 'made by' means, and some artists are writing new rules.
- [The Context File: One Page That Makes Every AI Tool Work Better for You](http://localhost:3000/article/the-context-file/md): Every new chat starts with a brilliant stranger. A short, well-kept document about who you are and how you work fixes that across every assistant you use. Here's how to write one.
- [Idea Autopsy: Minutely Built a Great Niche Tool, Then Walked Away From It](http://localhost:3000/article/idea-autopsy-minutely/md): A meeting-notes startup found fierce loyalty on construction sites, then left that niche to chase everyone. A post-mortem on bundling, wedges and the danger of going generic.
- [The Case for Boring AI Audits](http://localhost:3000/article/the-case-for-boring-ai-audits/md): We have plenty of AI principles. What we need is the tedious, regular, standardized checking that made financial numbers trustworthy.
- [What Happens to a Hobby When the Hard Part Becomes Optional](http://localhost:3000/article/hobbies-when-the-hard-part-is-optional/md): Generative tools offer a side door around the hardest part of painting, music and craft. Many hobbyists are discovering the hard part was the point.
- [Build Your Own Benchmark: A 30-Question Test for the Work You Actually Do](http://localhost:3000/article/build-your-own-benchmark-30-questions/md): Public leaderboards measure someone else's job. This step-by-step guide helps you build a small, honest test that tells you which model is good at yours.
- [The Ideabro AI Vocabulary Cheat Sheet: 30 Terms in Plain English](http://localhost:3000/article/ai-vocabulary-cheat-sheet/md): From tokens to temperature, RAG to inference: thirty AI terms translated into plain English, each with a one-line example. Bookmark it for your next meeting.
- [Taste Is Not a Prompt: Why the Generative Era Rewards People Who Notice](http://localhost:3000/article/taste-is-not-a-prompt/md): When anyone can make a thousand images in an afternoon, the scarce skill is choosing one. An argument for training your eye before you train a model.
- [Your First Week With an AI Assistant: A Day-by-Day Prompting Plan](http://localhost:3000/article/first-week-with-an-ai-assistant/md): Seven short sessions, one skill each: asking clearly, giving context, setting formats, iterating, checking, thinking and building a habit. Start Monday; be surprised by Sunday.

## Sections

- [Models & Research (5)](http://localhost:3000/category/models): Frontier models, papers and benchmarks — what's actually new and why it matters.
- [Agents & Automation (5)](http://localhost:3000/category/agents): Agents, workflows and the quiet automation of everything.
- [Startups & Ideas (5)](http://localhost:3000/category/startups): AI-native companies, business models and ideas worth stealing.
- [Creative AI (5)](http://localhost:3000/category/creative): Art, music, film, design and writing in the age of generative tools.
- [Tools & Workflows (5)](http://localhost:3000/category/workflows): Hands-on reviews, stacks and step-by-step workflows.
- [Culture & Society (5)](http://localhost:3000/category/culture): How AI is changing work, school, relationships and the internet.
- [Policy & Ethics (5)](http://localhost:3000/category/policy): Regulation, safety, rights and the rules being written right now.
- [Learn AI (5)](http://localhost:3000/category/learn): Explainers and guides for curious beginners and busy professionals.

## Series

- [Bro Talks](http://localhost:3000/series/bro-talks): Long conversations with the people building with AI — founders, artists, researchers and rule-makers.
- [The Daily Prompt](http://localhost:3000/series/the-daily-prompt): One prompt, one idea, every weekday. A column by Jonah Kim.
- [Idea Autopsy](http://localhost:3000/series/idea-autopsy): Why promising AI products failed — and what the next team should do differently.
- [Field Notes](http://localhost:3000/series/field-notes): Hands-on experiments: we try the thing for a week and report back.

## Optional

- [About Ideabro](http://localhost:3000/p/about): The AI-first magazine for people with ideas: who we are, what we believe and how we use AI in our work.
- [Advertise](http://localhost:3000/p/advertise): Reach builders, decision-makers and creators who take AI seriously, on terms that keep their trust.
- [Contact](http://localhost:3000/p/contact): Pitches, tips, corrections, partnerships or just hello: here's how to reach the right person quickly.
- [AI Policy](http://localhost:3000/p/ai-policy): How we use AI, what our Human-written, AI-assisted and AI-generated labels mean, and how we check everything before it reaches you.
- [Corrections](http://localhost:3000/p/corrections): When we get something wrong, we want to know, and we fix it in the open. Here's how to request a correction.
- [Privacy Policy](http://localhost:3000/p/privacy): What we collect, why, who we share it with and the choices you have, written in plain language.
- [Terms of Use](http://localhost:3000/p/terms): Our community guidelines and the terms that govern your use of Ideabro, its newsletters, community spaces and AI features.
- [RSS feed](http://localhost:3000/rss.xml): Latest 50 stories with full content
- [Sitemap](http://localhost:3000/sitemap.xml)