Want a referral‑ranked pre‑launch waitlist — see instant onboarding screen
A waitlist application captures sign‑ups, ranks them by referrals, and moves users to an invited status with a logged onboarding view.
→Builds pre-launch demand and a referral loop without stitching together third-party tools.
v0 FounderIn the gallery
I need a ready‑made product analytics dashboard — KPI cards, charts and activity feed
Provides an admin dashboard UI containing KPI cards, line and bar charts, recent‑activity feed and sidebar navigation ready for data integration.
→A real-looking internal dashboard shell you can wire to your own data later.
Make CreatorCourse starter
Publish one CMS post to LinkedIn, X, Facebook and email — it appears on four in under a minute
Transforms a new CMS post into platform‑specific formats and publishes it simultaneously to LinkedIn, X, Facebook Page, and an email list.
→A single publish action distributes to four channels in under a minute, keeping brand voice consistent.
KNIME ScientistCourse starter
Survey responses that are mixed up or incomplete — cleaned scores and ready‑to‑publish summary
It loads a Qualtrics export, recodes reversed items, filters incomplete responses, calculates composite scores, and produces a ready‑to‑publish summary with descriptive statistics.
→Data cleaning that usually takes a day in SPSS or R is a reusable, auditable KNIME workflow.
OpenClaw FounderCourse starter
Need real‑time competitor price, feature or hiring news — get summarized Slack alerts
Timely insight into competitor updates is delivered by OpenClaw visiting listed pages, diffing rendered text against prior snapshots, and posting meaningful changes to Slack.
→You catch pricing moves, new feature announcements, or hiring signals within hours instead of stumbling on them weeks later.
Cursor FinanceCourse starter
Slow dashboard caused by ORM N + 1 queries — loads in under one second
If ORM queries cause slow dashboards, Cursor identifies N+1 patterns and missing indexes, rewrites the queries with eager loading and creates a migration to add the indexes.
→Dashboard load time drops from 4.2 s to 0.6 s; the migration is production-ready with rollback included.
Base44 FounderCourse starter
Want a referral‑ranked pre‑launch waitlist — see instant onboarding screen
A waitlist application captures sign‑ups, ranks them by referrals, and moves users to an invited status with a logged onboarding view.
→Builds pre-launch demand and a referral loop without stitching together third-party tools.
v0 FounderIn the gallery
I need a ready‑made product analytics dashboard — KPI cards, charts and activity feed
Provides an admin dashboard UI containing KPI cards, line and bar charts, recent‑activity feed and sidebar navigation ready for data integration.
→A real-looking internal dashboard shell you can wire to your own data later.
Make CreatorCourse starter
Publish one CMS post to LinkedIn, X, Facebook and email — it appears on four in under a minute
Transforms a new CMS post into platform‑specific formats and publishes it simultaneously to LinkedIn, X, Facebook Page, and an email list.
→A single publish action distributes to four channels in under a minute, keeping brand voice consistent.
KNIME ScientistCourse starter
Survey responses that are mixed up or incomplete — cleaned scores and ready‑to‑publish summary
It loads a Qualtrics export, recodes reversed items, filters incomplete responses, calculates composite scores, and produces a ready‑to‑publish summary with descriptive statistics.
→Data cleaning that usually takes a day in SPSS or R is a reusable, auditable KNIME workflow.
OpenClaw FounderCourse starter
Need real‑time competitor price, feature or hiring news — get summarized Slack alerts
Timely insight into competitor updates is delivered by OpenClaw visiting listed pages, diffing rendered text against prior snapshots, and posting meaningful changes to Slack.
→You catch pricing moves, new feature announcements, or hiring signals within hours instead of stumbling on them weeks later.
Cursor FinanceCourse starter
Slow dashboard caused by ORM N + 1 queries — loads in under one second
If ORM queries cause slow dashboards, Cursor identifies N+1 patterns and missing indexes, rewrites the queries with eager loading and creates a migration to add the indexes.
→Dashboard load time drops from 4.2 s to 0.6 s; the migration is production-ready with rollback included.
Base44 Small bizCourse starter
Can't track who owes you without spreadsheets — dashboard of totals, paid and overdue invoices
A simple invoicing tool creates client invoices, tracks payment status, and aggregates outstanding revenue without relying on shared spreadsheets.
→Know exactly who owes you what without a spreadsheet that nobody updates.
Hermes PhysicianCourse starter
Want protocol answers from internal clinic docs while keeping PHI local — private on‑premise assistant with citations
It runs on‑premise against the clinic’s own protocols and case summaries, answering policy questions from internal documents while keeping PHI local.
→A private, in-house reference that answers "what is our protocol for X?" from your own documents, with no PHI sent to a third-party API and every draft reviewed before use.
Zapier SupportCourse starter
Need timely CSAT after tickets close — auto email survey, sheet log and low‑score Slack alerts
Two hours after ticket closure, Zapier emails a one‑question CSAT survey, logs responses to a Google Sheet, and alerts low scores in Slack.
→CSAT collection is automatic and timely; every low score is visible to the team lead within minutes of being submitted.
KNIME FinanceCourse starter
Need fast boardroom‑ready spend analysis — Excel file with monthly bars and >15% change flags
The process reads a GL CSV, maps codes to spend categories, pivots by department and month, flags >15 % changes, and outputs a formatted Excel file with bar charts.
→Finance produces a boardroom-ready spend analysis in one click instead of spending an afternoon in Excel pivot tables.
Codex ScientistCourse starter
My cleaning script is a tangled monolith — it turns into tidy modules with the same output
When a monolithic data‑cleaning script hinders maintenance, Codex splits it into focused modules with a clean API while preserving existing output.
→The script becomes maintainable and reusable; a colleague adapts the ingest module for a new instrument within an hour.
Aider OperationsCourse starter
Controller code is tangled with duplicate logic — new service class added, tests still pass
When controller code is tangled, aider extracts the shared logic into a dedicated service class, updates tests and commits each change with descriptive messages.
→The refactor is done in a single aider session with a clean git history — reviewable commit by commit — and no test regressions.
Base44 Small bizCourse starter
Can't track who owes you without spreadsheets — dashboard of totals, paid and overdue invoices
A simple invoicing tool creates client invoices, tracks payment status, and aggregates outstanding revenue without relying on shared spreadsheets.
→Know exactly who owes you what without a spreadsheet that nobody updates.
Hermes PhysicianCourse starter
Want protocol answers from internal clinic docs while keeping PHI local — private on‑premise assistant with citations
It runs on‑premise against the clinic’s own protocols and case summaries, answering policy questions from internal documents while keeping PHI local.
→A private, in-house reference that answers "what is our protocol for X?" from your own documents, with no PHI sent to a third-party API and every draft reviewed before use.
Zapier SupportCourse starter
Need timely CSAT after tickets close — auto email survey, sheet log and low‑score Slack alerts
Two hours after ticket closure, Zapier emails a one‑question CSAT survey, logs responses to a Google Sheet, and alerts low scores in Slack.
→CSAT collection is automatic and timely; every low score is visible to the team lead within minutes of being submitted.
KNIME FinanceCourse starter
Need fast boardroom‑ready spend analysis — Excel file with monthly bars and >15% change flags
The process reads a GL CSV, maps codes to spend categories, pivots by department and month, flags >15 % changes, and outputs a formatted Excel file with bar charts.
→Finance produces a boardroom-ready spend analysis in one click instead of spending an afternoon in Excel pivot tables.
Codex ScientistCourse starter
My cleaning script is a tangled monolith — it turns into tidy modules with the same output
When a monolithic data‑cleaning script hinders maintenance, Codex splits it into focused modules with a clean API while preserving existing output.
→The script becomes maintainable and reusable; a colleague adapts the ingest module for a new instrument within an hour.
Aider OperationsCourse starter
Controller code is tangled with duplicate logic — new service class added, tests still pass
When controller code is tangled, aider extracts the shared logic into a dedicated service class, updates tests and commits each change with descriptive messages.
→The refactor is done in a single aider session with a clean git history — reviewable commit by commit — and no test regressions.
Lovable FounderCourse starter
Need a billable subscription app fast — launch a SaaS with Stripe tiers and personal dashboard
Users can register, select a Stripe‑backed plan, and access a private dashboard within a ready‑made SaaS framework.
→Skip weeks of boilerplate and get a billable product you can put in front of users this week.
n8n RoboticsCourse starter
Engineers have to scan dozens of nightly CSVs — they receive a concise Slack pass/fail summary
Parses daily test CSV files each night, compares results to reference limits, and posts a concise summary with any flagged identifiers to Slack.
→Engineers arrive in the morning with a clear overnight pass/fail report instead of manually scanning dozens of CSV files, and out-of-spec runs are visible before the morning stand-up.
Make FounderCourse starter
Stop getting noisy form alerts — high‑score answers ping Slack, all responses go to Airtable
Routes every Typeform response into Airtable rows and sends instant Slack alerts only for high‑score submissions, while quietly storing all others.
→The team is only interrupted for responses worth acting on, while every submission still lands in a searchable Airtable base — built entirely by connecting modules on a canvas.
Dify CreatorCourse starter
Blank page for a new piece — get an on‑brand brief with angle, audience and headline ideas
The system creates structured, on‑brand content briefs from a keyword by pulling brand guidelines, providing angle, audience, key points, and headline options.
→Writers start every piece with a consistent, on-brand brief instead of a blank page, cutting brief-writing time by around 80%.
Codex FounderCourse starter
Tests fail after a dependency upgrade — suite passes with minimal fixes and audit trail
If a dependency bump breaks tests, Codex analyses the changes and failures, applies minimal fixes and documents each correction.
→The upgrade unblocks in under an hour with a clear audit trail of why each fix was made.
ChatGPT FounderCourse starter
Got bullet‑point notes and need an email — get a polished, friendly draft
When you have bullet points, ChatGPT composes a clear email or proposal draft that can be refined to match your tone.
→A solid first draft in seconds, then tightened to your voice.
Lovable FounderCourse starter
Need a billable subscription app fast — launch a SaaS with Stripe tiers and personal dashboard
Users can register, select a Stripe‑backed plan, and access a private dashboard within a ready‑made SaaS framework.
→Skip weeks of boilerplate and get a billable product you can put in front of users this week.
n8n RoboticsCourse starter
Engineers have to scan dozens of nightly CSVs — they receive a concise Slack pass/fail summary
Parses daily test CSV files each night, compares results to reference limits, and posts a concise summary with any flagged identifiers to Slack.
→Engineers arrive in the morning with a clear overnight pass/fail report instead of manually scanning dozens of CSV files, and out-of-spec runs are visible before the morning stand-up.
Make FounderCourse starter
Stop getting noisy form alerts — high‑score answers ping Slack, all responses go to Airtable
Routes every Typeform response into Airtable rows and sends instant Slack alerts only for high‑score submissions, while quietly storing all others.
→The team is only interrupted for responses worth acting on, while every submission still lands in a searchable Airtable base — built entirely by connecting modules on a canvas.
Dify CreatorCourse starter
Blank page for a new piece — get an on‑brand brief with angle, audience and headline ideas
The system creates structured, on‑brand content briefs from a keyword by pulling brand guidelines, providing angle, audience, key points, and headline options.
→Writers start every piece with a consistent, on-brand brief instead of a blank page, cutting brief-writing time by around 80%.
Codex FounderCourse starter
Tests fail after a dependency upgrade — suite passes with minimal fixes and audit trail
If a dependency bump breaks tests, Codex analyses the changes and failures, applies minimal fixes and documents each correction.
→The upgrade unblocks in under an hour with a clear audit trail of why each fix was made.
ChatGPT FounderCourse starter
Got bullet‑point notes and need an email — get a polished, friendly draft
When you have bullet points, ChatGPT composes a clear email or proposal draft that can be refined to match your tone.
→A solid first draft in seconds, then tightened to your voice.
Lovable FounderIn the gallery
Need a job board that earns from day one — paid listings appear instantly with an employer dashboard
A niche job board where companies pay to post listings and candidates can browse and apply.
→Launch a focused job board that earns from day one via paid postings.
Hermes Small bizReal build
Finding low‑cost local roofing jobs — get daily Telegram lead summaries
For roofing businesses seeking low‑cost local leads, Hermes creates a custom lead‑finder that replaces an expensive SaaS platform using only token spend.
→A pipeline for finding local jobs at the cost of tokens, not a monthly SaaS bill.
Zapier FinanceCourse starter
Can’t keep revenue up to date — daily Slack summary of Stripe changes logged in Google Sheet
Each Stripe subscription event is logged to a Google Sheet with calculated ARR impact and summarized daily in Slack for real‑time revenue tracking.
→MRR and churn are always up to date without anyone manually pulling Stripe reports, giving finance a live revenue view.
Claude Code PhysicianCourse starter
Messy patient registry with duplicate IDs and bad dates — cleaned, validated CSV with change log
Generates a Python script that normalises dates, flags out‑of‑range values, deduplicates on study ID and outputs a detailed validation report.
→A 3,000-row registry export that would take an afternoon to clean by hand in a spreadsheet is validated in minutes, with a full change log the physician reviews before using the data for any analysis.
OpenClaw FounderCourse starter
Routine support tickets get auto‑sorted and drafted — on‑brand reply drafts sent to Telegram
Routine support or sales enquiries are automatically classified, drafted with tone preferences, and summarized in Telegram, leaving humans only the threads that require judgment.
→Routine enquiries get a fast, on-brand first response and the team only touches threads that actually need judgment.
Perplexity FounderCourse starter
What are competitor prices and relevant regulations?
For fast verification of market information, Perplexity provides a cited overview of competitors, pricing, or regulations with source links.
→A fast, checkable briefing instead of an unsourced guess.
Lovable FounderIn the gallery
Need a job board that earns from day one — paid listings appear instantly with an employer dashboard
A niche job board where companies pay to post listings and candidates can browse and apply.
→Launch a focused job board that earns from day one via paid postings.
Hermes Small bizReal build
Finding low‑cost local roofing jobs — get daily Telegram lead summaries
For roofing businesses seeking low‑cost local leads, Hermes creates a custom lead‑finder that replaces an expensive SaaS platform using only token spend.
→A pipeline for finding local jobs at the cost of tokens, not a monthly SaaS bill.
Zapier FinanceCourse starter
Can’t keep revenue up to date — daily Slack summary of Stripe changes logged in Google Sheet
Each Stripe subscription event is logged to a Google Sheet with calculated ARR impact and summarized daily in Slack for real‑time revenue tracking.
→MRR and churn are always up to date without anyone manually pulling Stripe reports, giving finance a live revenue view.
Claude Code PhysicianCourse starter
Messy patient registry with duplicate IDs and bad dates — cleaned, validated CSV with change log
Generates a Python script that normalises dates, flags out‑of‑range values, deduplicates on study ID and outputs a detailed validation report.
→A 3,000-row registry export that would take an afternoon to clean by hand in a spreadsheet is validated in minutes, with a full change log the physician reviews before using the data for any analysis.
OpenClaw FounderCourse starter
Routine support tickets get auto‑sorted and drafted — on‑brand reply drafts sent to Telegram
Routine support or sales enquiries are automatically classified, drafted with tone preferences, and summarized in Telegram, leaving humans only the threads that require judgment.
→Routine enquiries get a fast, on-brand first response and the team only touches threads that actually need judgment.
Perplexity FounderCourse starter
What are competitor prices and relevant regulations?
For fast verification of market information, Perplexity provides a cited overview of competitors, pricing, or regulations with source links.
→A fast, checkable briefing instead of an unsourced guess.
v0 FounderCourse starter
Need a quick link for investors instead of a PDF deck — a single‑scroll pitch page
Creates a single‑scroll web page that presents the problem, solution, traction, team and contact call‑to‑action.
→A link you can drop into an investor email instead of yet another PDF deck.
n8n ScientistCourse starter
Need a weekly list of fresh PubMed papers — get a 10‑paper Slack digest every Monday
Provides a weekly Slack digest of newly published PubMed abstracts matching your MeSH terms, automatically summarized and ranked.
→The lab gets a curated 10-paper reading list in Slack before the weekly meeting — no manual search needed.
Dify FounderCourse starter
Customers ask routine FAQs – get answers in seconds from auto-retrieved docs
By automatically retrieving relevant documentation and drafting replies, the agent handles routine support questions while escalating uncertain cases to humans.
→Routine FAQ traffic is deflected automatically, cutting first-response time from hours to seconds.
Claude Code RoboticsCourse starter
PID code mixed with hardware — isolated PID module with mock HAL and 100 % branch coverage
Separates the PID controller into an isolated, unit‑testable module with mock HAL support, allowing full branch coverage and early detection of tuning errors.
→The PID module gains 100 % branch coverage in a host-side Unity test suite; a tuning bug in the derivative term is caught before it reaches a patient fitting.
Aider OperationsCourse starter
README code samples are broken after an API change — they now match the new function signatures
After an API break, aider scans source and README, rewrites outdated code examples to match new signatures and records the update in a commit.
→Documentation drift is fixed in minutes; the next person to follow the README gets working code, not a confusing deprecation error.
opencode ScientistCourse starter
Need complete type hints for a bioinformatics codebase — get full strict typing and zero mypy errors
When a package requires strict typing on internal hardware, Opencode walks every file, infers annotations and iterates until mypy reports no errors or Any usage.
→A 6 000-line bioinformatics package gains full type coverage using only infrastructure the lab already controls; mypy catches a silent integer-vs-float bug on the first run.
v0 FounderCourse starter
Need a quick link for investors instead of a PDF deck — a single‑scroll pitch page
Creates a single‑scroll web page that presents the problem, solution, traction, team and contact call‑to‑action.
→A link you can drop into an investor email instead of yet another PDF deck.
n8n ScientistCourse starter
Need a weekly list of fresh PubMed papers — get a 10‑paper Slack digest every Monday
Provides a weekly Slack digest of newly published PubMed abstracts matching your MeSH terms, automatically summarized and ranked.
→The lab gets a curated 10-paper reading list in Slack before the weekly meeting — no manual search needed.
Dify FounderCourse starter
Customers ask routine FAQs – get answers in seconds from auto-retrieved docs
By automatically retrieving relevant documentation and drafting replies, the agent handles routine support questions while escalating uncertain cases to humans.
→Routine FAQ traffic is deflected automatically, cutting first-response time from hours to seconds.
Claude Code RoboticsCourse starter
PID code mixed with hardware — isolated PID module with mock HAL and 100 % branch coverage
Separates the PID controller into an isolated, unit‑testable module with mock HAL support, allowing full branch coverage and early detection of tuning errors.
→The PID module gains 100 % branch coverage in a host-side Unity test suite; a tuning bug in the derivative term is caught before it reaches a patient fitting.
Aider OperationsCourse starter
README code samples are broken after an API change — they now match the new function signatures
After an API break, aider scans source and README, rewrites outdated code examples to match new signatures and records the update in a commit.
→Documentation drift is fixed in minutes; the next person to follow the README gets working code, not a confusing deprecation error.
opencode ScientistCourse starter
Need complete type hints for a bioinformatics codebase — get full strict typing and zero mypy errors
When a package requires strict typing on internal hardware, Opencode walks every file, infers annotations and iterates until mypy reports no errors or Any usage.
→A 6 000-line bioinformatics package gains full type coverage using only infrastructure the lab already controls; mypy catches a silent integer-vs-float bug on the first run.
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