every idea

Monthly removal of people's personal details from data-broker websites

People already pay monthly to have their details removed, and AI can fill in the opt-out forms.

Skills you can bring: Privacy or security know-how and a voice people trust

License and permit renewal reminders for food-truck owners

A missed renewal can shut a food truck down, and reminders are simple to run.

Skills you can bring: Running a food truck and knowing its paperwork

Résumés rewritten for each job posting, for job seekers applying to many roles

Job seekers apply to many roles at once, and AI can now rewrite a résumé for each posting in seconds.

Skills you can bring: Recruiting experience and an ear for what hiring managers skim for

A deck-builder widget that trading-card stores add to their websites

Card stores want players to build decks on their own site and buy the cards there.

Skills you can bring: Standing in the card-game scene and contacts with store owners

A wedding-flower budget calculator that florists put on their websites for couples

Couples look up flower costs early, and florists want leads who already know what they can spend.

Skills you can bring: Floristry or wedding experience and contacts with florists

A deal and reservation tracker for families planning Disney World trips

Theme-park fans plan months ahead and watch closely for deals and hard-to-get reservations.

Skills you can bring: Expert knowledge of the parks and a following among fans

An app that waits on hold for people and calls them back when a person answers

Nearly everyone hates waiting on hold, and a call-back saves real time.

Skills you can bring: Telephony or software experience

Grade estimates for sports-card collectors deciding whether to send a card for grading

Grading costs money and takes weeks, so collectors want to know first whether a card will score well.

Skills you can bring: Grading expertise and standing among collectors

A planning app for couples having a micro-wedding or elopement

Couples planning small weddings need help but not a full planner's price.

Skills you can bring: Wedding-planning experience and taste in small, personal events

Security ratings for companies choosing which MCP servers to connect to their AI tools

Companies connecting AI tools to their systems need to know which connections are safe.

Skills you can bring: Security expertise and contacts for enterprise sales

Checks that confirm users are real people, sold to dating sites and online marketplaces

Fake accounts hurt dating sites and marketplaces, and operators pay to keep them out.

Skills you can bring: Trust-and-safety experience and sales contacts at marketplaces

Modern scheduling and billing software for dental offices that still run dated systems

Many dental offices still run dated software, and AI makes building a modern replacement much cheaper.

Skills you can bring: Insider knowledge of dental offices and the ability to sell to them

Automatic fixes for software teams when an API they use changes

Teams put off upgrades, and AI can read the changelog and write the fix for a person to review.

Skills you can bring: Deep knowledge of one widely used API

A service that lets AI agents search current building permits, gathered from city records

Teams building agents need current data, and public records are messy enough that they'll pay for a clean copy.

Skills you can bring: Data engineering experience with public records

An AI phone agent that answers plumbers' evening calls and books the job

A missed evening call is a lost job for a plumber, and AI voice agents can now take a booking reliably.

Skills you can bring: Experience building with voice and calendar APIs

Security scores for the connectors teams add to their AI agents, with a paid report per team

Teams connecting AI agents to their systems want to know which connectors are safe to install.

Skills you can bring: Security expertise and contacts who choose tools at companies

Alerts for teams running AI agents when a run loops or goes over its budget

Teams running AI agents get surprise bills from runs that loop, and a simple watcher catches most of them.

Skills you can bring: Experience running AI agents in production

Monitoring for small teams' scheduled jobs, with an alert when a job fails to run

A scheduled job that silently stops is often found weeks later, and a missed-run alert is cheap to provide.

Skills you can bring: Operations experience and taste for small developer tools

A shared viewer for coding-agent sessions, so a team can watch, comment on and take over a run

Coding agents run in one person's terminal, and teams want to review and steer that work together.

Skills you can bring: Building developer tools and leading a team that uses agents

Private hosting for the small internal tools teams now build with AI, for up to ten people

People can now build a small tool for their team in an afternoon, then have nowhere safe to share it.

Skills you can bring: Infrastructure experience and a feel for what non-engineers need

A support agent for small software companies that answers from the docs and hands off hard cases

Founders answer the same questions every day, and most of the answers are already in their docs.

Skills you can bring: Experience running customer support for a software product

An API that reads freight invoice PDFs and returns clean data for logistics companies

Back offices still retype documents by hand, and one document type can be read very accurately.

Skills you can bring: Knowing one industry's paperwork and building data pipelines

Tests that run a team's AI prompts on each new model and show what changed

A model update can quietly change a product's answers, and teams want to see the difference before users do.

Skills you can bring: Experience shipping AI features

Issue sorting for open-source maintainers, with duplicates flagged and a weekly summary

Maintainers get more issues than they can read, and AI can sort them for a person to confirm.

Skills you can bring: Experience maintaining an open-source project

Code review comments for small teams that catch one framework's common mistakes

Small teams often lack a senior reviewer for their stack, and each framework's common mistakes are well known.

Skills you can bring: Senior experience in one framework

A bot that finds old feature flags in a team's code and opens pull requests to remove them

Old flags pile up into risky dead code, and removing them is tedious work nobody schedules.

Skills you can bring: Experience working in large codebases

Incident reports drafted from a team's chat and alerts, ready to review the next morning

Teams skip incident reports after a long night, and the timeline is already in the chat and alerts.

Skills you can bring: Experience running incidents and writing reviews of them

Morning handoff notes for on-call engineers, written from the night's alerts and fixes

Handoffs lose context across time zones, and a short written summary saves the next engineer an hour.

Skills you can bring: Years on call for production systems

Client libraries in three languages for API companies, built from their API spec and kept current

API companies need client libraries but can't staff them, and an accurate spec does most of the work.

Skills you can bring: Writing libraries in several programming languages

A tool that records, replays and compares webhooks for developers debugging them

Debugging webhooks means waiting for real events, and replaying a saved one skips the wait.

Skills you can bring: Experience building integrations between software systems

An API that checks email addresses and phone numbers on sign-up forms, priced per thousand checks

Fake and mistyped sign-ups waste money on email and support, and a check at the form stops them.

Skills you can bring: Building APIs and understanding email delivery

An API that turns web pages into screenshots and PDFs for developers, with caching

Rendering web pages reliably is fiddly work that most teams would rather pay for than run.

Skills you can bring: Experience running headless browsers at scale

A daily spreadsheet of auction results from a public site, for teams that need the data

Teams want the data but not the upkeep, and they'll pay for a feed that keeps working.

Skills you can bring: Building data pipelines and knowing who needs one dataset

An AI agent that answers rental listing questions and books viewings for small landlords

Landlords lose good tenants by replying late, and most questions repeat the same facts.

Skills you can bring: Building messaging agents and knowing small landlords

An AI agent that texts vet clinic clients about overdue vaccines and books the visit

Clinics lose visits when reminders lapse, and a text that books in one reply works better than a call.

Skills you can bring: Integration work and selling to small clinics

Call notes for recruiters, written into each candidate's record as soon as the call ends

Recruiters spend hours typing notes, and AI can now turn a call into a structured summary right away.

Skills you can bring: Recruiting experience and building with voice transcription

Daily job-site reports for small contractors, made from the photos crews already take

Contractors need a record for clients and disputes, and phone photos already capture the work.

Skills you can bring: Knowing construction work and building simple mobile apps

A daily check-in call to an older parent, with a short summary texted to the family

Families who live far away worry between visits, and a friendly daily call with a summary eases that.

Skills you can bring: Building voice agents and writing warm call scripts

A browser extension that rewrites a job seeker's résumé for whichever job listing is open

Job seekers apply to many roles, and rewriting a résumé for each one by hand takes too long.

Skills you can bring: Building browser extensions and knowing what recruiters screen for

A code editor add-on that explains one framework's error messages in plain words for beginners

Cryptic errors stall beginners, and an explanation with the likely fix saves them an hour.

Skills you can bring: Deep framework knowledge and teaching beginners

A command-line tool that sets up a new engineer's laptop for their team's stack in one step

Setup eats a new hire's first days, and a tested script lets them do real work on day one.

Skills you can bring: Developer tooling work and scripting across operating systems

Architecture diagrams for software teams, drawn from their code and redrawn on each merge

Diagrams go out of date the week they're drawn, and generating them from code keeps them accurate.

Skills you can bring: System design and a clear visual sense

Price ranges from photos for house painters, sent to customers within the hour

Homeowners want a rough price before they book a visit, and a quick range from photos gets them talking.

Skills you can bring: Experience pricing house-painting jobs

Online booking for barbershops, with deposits for busy Saturday slots

Barbershop clients want to book at night without calling, and deposits on busy slots cut the costliest no-shows.

Skills you can bring: Years running a barbershop's chairs and schedule

Restaurant menus, hours and reservations set up so AI assistants can read and book them

Diners are starting to ask AI assistants where to eat, and assistants recommend places whose details they can read.

Skills you can bring: Experience running a restaurant's reservations

Scheduling and dispatch for cleaning companies, with routes set and crews texted each morning

Cleaning company owners spend evenings on tomorrow's schedule, and a plan sent each morning frees that time.

Skills you can bring: Experience scheduling cleaning crews and clients

Change orders by text for remodelers, with scope, price and a signature before work starts

Unsigned changes turn into arguments over the final bill, and a quick signature on site keeps remodelers paid.

Skills you can bring: Experience pricing scope changes on remodeling jobs

Moving quotes from customers' video walkthroughs, for local moving companies

Customers want a moving quote without a home visit, and a quote from a short video saves both sides a trip.

Skills you can bring: Experience estimating household moves

Building and monitoring automations that link property managers' forms, calendars and invoices

Small automations save property managers hours until they break unnoticed, and a weekly check keeps them working.

Skills you can bring: Experience in a property management office

Client portals for bookkeeping firms, with document requests, checklists and status in one place

Bookkeepers waste hours chasing documents by email, and a clear list of what's missing gets them sent sooner.

Skills you can bring: Experience running a bookkeeping practice

Moving salons to a new booking system, with client history and future appointments kept intact

Salon owners stay on bad booking systems because moving feels risky, and a careful move with nothing lost ends that fear.

Skills you can bring: Experience running a salon's booking system

Accessibility checks and fixes for physical therapy clinics' websites

Physical therapy patients with disabilities need to book online too, and fixing the site's barriers lets them.

Skills you can bring: Experience working with physical therapy patients

Weekly website upkeep for auto repair shops, with errors fixed, forms tested and updates applied

A broken contact form loses an auto shop customers without anyone noticing, and weekly checks catch it.

Skills you can bring: Experience running an auto repair shop

Keeping restaurants' menus and prices the same on their website and delivery apps

Restaurants lose money to wrong orders and refunds when menus don't match, and one synced menu stops both.

Skills you can bring: Experience managing a restaurant's menu

Caregiver scheduling and shift reminders for small home-care agencies, with quick shift swaps

Missed shifts hurt clients and their families, so home-care agencies need reminders and fast swaps to cover every visit.

Skills you can bring: Experience running a home-care agency