Flow Library

App Builder

Generated

A step-by-step flow for implementing real-time online, offline, and typing presence in a chat app using WebSockets, including backend presence tracking, frontend updates, reconnect handling, and verification.

Best forbuilders who have shipped a basic app before

App Builder

Generated

Build a real team invitation system for a SaaS app, including invite creation, email/share flow, acceptance, membership creation, role assignment, validation, and end-to-end testing.

Best forbuilders who have shipped a basic app before

App Builder

Generated

Build a real invite flow for a SaaS app so existing users can invite teammates by email, store invite records, validate tokens, accept invitations, and join the correct workspace with proper permissions.

Best forbuilders who have shipped a basic app before

App Builder

Generated

A step-by-step flow to implement real signup, login, logout, session persistence, password reset, validation, and protected routes with visible UI states and mobile responsiveness.

Best forbuilders who have shipped a basic app before

App Builder

Generated

A step-by-step flow to build a real, working coffee shop website with menu, location, hours, contact form, and mobile-friendly pages using AI app builders.

Best forbuilders who have shipped a basic app before

App Builder

Generated

Create a working React habit tracker app with habit creation, completion toggles, streak tracking, local persistence, validation, and basic QA checks.

Best foryour first pass at this - no prior setup assumed

App Builder

Generated

A step-by-step flow for building a real habit tracker app in React with working habit creation, daily check-ins, streak tracking, persistence, validation, and basic testing.

Best foryour first pass at this - no prior setup assumed

App Builder

Generated

Create a real login page with working authentication and instrument it to capture useful investment-app auth metrics such as signups, login attempts, success rate, failures, and drop-off.

Best forbuilders who have shipped a basic app before

App Builder

Generated

A step-by-step flow to create a real, playable 2D browser game with movement, collisions, scoring, win/lose states, and basic polish using an AI app builder.

Best forbuilders who have shipped a basic app before

App Builder

Generated

A step-by-step flow to create a real playable first-person horror game with movement, interactions, enemy behavior, atmosphere, objectives, fail states, and testing.

Best forproduction-grade builds with strict verification

App Builder

Generated

Create a working AI agent system that discovers affiliate opportunities, generates compliant content, publishes or prepares campaign assets, and tracks clicks, conversions, and revenue in a usable dashboard.

Best forbuilders who have shipped a basic app before

App Builder

Generated

Crie um fluxo de inscrição realmente funcional com formulário, validação, persistência, prevenção de duplicidade, estados de sucesso/erro e testes de ponta a ponta.

Best forbuilders who have shipped a basic app before

App Builder

Add a real AI chat feature with streaming responses, conversation history, and graceful failure handling.

Best forbuilders who have shipped a basic app before

App Builder

Build a real admin dashboard with live data tables, stats, filters, and actions that actually mutate data.

Best forbuilders who have shipped a basic app before

App Builder

Build a real booking system with availability, slot selection, and double-booking prevention.

Best forbuilders who have shipped a basic app before

App Builder

Build an in-app support system: ticket submission, status tracking, and an admin reply inbox.

Best forbuilders who have shipped a basic app before

App Builder

Build real file uploads with validation, progress, storage, and display - files must survive refresh.

Best forbuilders who have shipped a basic app before

App Builder

A complete website for a local service business: services, trust, working booking requests, and local SEO basics.

Best foryour first pass at this - no prior setup assumed

App Builder

Build a two-sided marketplace core: listings, browsing, and a real transaction/request flow between buyers and sellers.

Best forproduction-grade builds with strict verification

App Builder

Design a MongoDB data model that fits your queries: embed vs reference, indexes, and validation.

Best forbuilders who have shipped a basic app before

App Builder

Build an in-app notification system with real triggers, unread counts, and a working notification center.

Best forbuilders who have shipped a basic app before

App Builder

Design and build a pricing page that converts: plan structure, value anchoring, FAQs, and a working upgrade path.

Best foryour first pass at this - no prior setup assumed

App Builder

Add real roles and permissions: enforced on backend endpoints and reflected honestly in the UI.

Best forproduction-grade builds with strict verification

App Builder

Go from idea to a working SaaS MVP: auth, core feature, billing readiness, and a landing page that converts.

Best forproduction-grade builds with strict verification

App Builder

Build a real settings area: profile edits that persist, password change, plan display, and danger zone.

Best foryour first pass at this - no prior setup assumed

App Builder

Add real Stripe payments with checkout, webhooks, and payment status - not a button that pretends to charge.

Best forbuilders who have shipped a basic app before

App Builder

Design a correct Supabase schema: tables, relationships, RLS policies, and verification queries.

Best forbuilders who have shipped a basic app before

App Builder

Build a multi-step onboarding that captures real user data, persists progress, and lands users in a personalized app.

Best foryour first pass at this - no prior setup assumed

App Builder

Build a real signup, login, session, and protected route flow - not a form that only looks functional.

Best forbuilders who have shipped a basic app before

Debugging

Your app forgets everything on refresh: move state into a real database with working CRUD.

Best foryour first pass at this - no prior setup assumed

Debugging

Eliminate silent failures and frozen screens: add loading, empty, and error states across the whole app.

Best foryour first pass at this - no prior setup assumed

Debugging

The systematic recovery flow for beautiful-but-broken AI builds: audit honestly, then fix by functional priority.

Best forbuilders who have shipped a basic app before

Debugging

Hunt down every dead button in your AI-built app and wire each one to real, verified behavior.

Best foryour first pass at this - no prior setup assumed

Debugging

Forms that validate, submit, persist, and recover: repair every broken form in your app end to end.

Best foryour first pass at this - no prior setup assumed

Debugging

Your login 'works' but nothing is real: convert visual-only auth into persisted users, sessions, and guards.

Best forbuilders who have shipped a basic app before

Debugging

Repair broken links, 404s, back-button traps, and guard gaps so navigation works like users expect.

Best foryour first pass at this - no prior setup assumed

Debugging

Make your app genuinely usable on phones: audit at real widths, fix layouts, and verify touch targets.

Best foryour first pass at this - no prior setup assumed

Debugging

Escape the default-AI look: define a real visual identity and apply it systematically across your app.

Best forbuilders who have shipped a basic app before

Debugging

Clean up AI-generated spaghetti safely: dedupe, extract, and organize without breaking working features.

Best forproduction-grade builds with strict verification

Launch

Launch a creator marketplace: solve the cold-start, seed supply, launch demand, and prove the loop.

Best forproduction-grade builds with strict verification

Launch

Script a tight product demo video: hook, narrative arc, screen directions, and CTA - ready to record.

Best foryour first pass at this - no prior setup assumed

Launch

Get your first users by hand: build a target list, write outreach that gets replies, and run the follow-up loop.

Best forbuilders who have shipped a basic app before

Launch

Write a README that makes people use your project: hook, quickstart, visuals, and honest docs.

Best foryour first pass at this - no prior setup assumed

Launch

Package your hackathon project to win: narrative, demo plan, submission copy, and judge-proofing.

Best forbuilders who have shipped a basic app before

Launch

Write a tight investor pitch: narrative arc, numbers that matter, deck structure, and Q&A prep.

Best forproduction-grade builds with strict verification

Launch

Write conversion-focused landing page copy: headline, sections, social proof, CTAs, and objection handling.

Best foryour first pass at this - no prior setup assumed

Launch

Create an announcement page and press kit that makes your launch easy to cover and share.

Best foryour first pass at this - no prior setup assumed

Launch

Plan and execute a Product Hunt launch: positioning, assets, launch-day playbook, and follow-through.

Best forbuilders who have shipped a basic app before

Launch

Launch on Reddit without getting banned: subreddit research, value-first posts, and comment strategy.

Best foryour first pass at this - no prior setup assumed

Launch

A repeatable short-video system for your product: hooks, formats, scripts, and a 2-week content calendar.

Best foryour first pass at this - no prior setup assumed

Launch

Launch a waitlist that actually converts: page, incentives, referral loop, and the nurture sequence.

Best foryour first pass at this - no prior setup assumed

QA

Generated

تدفق عملي لمساعدة المستخدم على التمييز بوضوح بين الأسئلة البحثية والمساهمات، ثم صياغتهما بشكل صحيح وقابل للاستخدام في مقترح أو ورقة بحثية.

Best forbuilders who have shipped a basic app before

QA

Verify every API contract and failure path: status codes, error shapes, timeouts, and frontend recovery.

Best forproduction-grade builds with strict verification

QA

Make your app usable by everyone: keyboard, contrast, labels, focus, and screen-reader basics.

Best forbuilders who have shipped a basic app before

QA

Dedicated auth testing: signup, login, sessions, guards, reset, and the edge cases that expose fake auth.

Best forbuilders who have shipped a basic app before

QA

The anti-AI-slop audit: find and fix everything that makes your app look and feel like a generic AI build.

Best forbuilders who have shipped a basic app before

QA

Prove your app works with evidence: build a claim-by-claim verification pack with receipts.

Best foryour first pass at this - no prior setup assumed

QA

Evaluate a hackathon project like a rigorous judge: criteria scoring, evidence checks, and structured feedback.

Best forbuilders who have shipped a basic app before

QA

A rigorous mobile QA pass: layouts, touch, keyboards, and the full core journey on phone-sized screens.

Best foryour first pass at this - no prior setup assumed

QA

Trust-level testing for payments: success, decline, cancel, idempotency, and state consistency.

Best forproduction-grade builds with strict verification

QA

The pre-ship gate: environment, errors, data safety, performance, and the go/no-go checklist.

Best forproduction-grade builds with strict verification

QA

The essential security pass for AI-built apps: secrets, auth enforcement, input handling, and data exposure.

Best forproduction-grade builds with strict verification

QA

Systematically walk every path a user can take and verify each works - the complete functional test pass.

Best forbuilders who have shipped a basic app before

Agent Architecture

Give your agent the planning discipline of the leading harnesses: an explicit, model-visible todo list that survives long tasks.

Best forbuilders who have shipped a basic app before

Agent Architecture

Connect two agents over an explicit protocol - task handoff, acknowledgment, and failure handling - instead of hoping chat works out.

Best forproduction-grade builds with strict verification

Agent Architecture

Structure your agent's system prompt the way leading harnesses do: layered sections, dynamic context, and enforceable rules.

Best forbuilders who have shipped a basic app before

Agent Architecture

Three ways to hand work to a sub-agent - fresh-context spawn, cache-sharing fork, or just doing it yourself - and the decision matrix for picking per task.

Best forproduction-grade builds with strict verification

Agent Architecture

Build the core agent loop the leading coding agents use: one model, one loop, tools in, results folded back into context.

Best forproduction-grade builds with strict verification

Agent Architecture

Apply SWE-agent's key finding: agents perform dramatically better when their commands, viewers, and feedback are designed for models, not humans.

Best forproduction-grade builds with strict verification

Agent Architecture

Design the retry, backoff, and give-up behavior that separates production agents from demos that loop forever.

Best forbuilders who have shipped a basic app before

Agent Architecture

Grow a working agent loop into a product: sessions, config, resumability, and the packaging polish the successful terminal agents share.

Best forbuilders who have shipped a basic app before

Agent Architecture

Worker pool, pipeline, supervisor-worker, adversarial, fork-join, resume chain - build the reusable orchestration patterns every serious multi-agent system converges on.

Best forproduction-grade builds with strict verification

Agent Architecture

Byte-identical request prefixes are why forked workers cost a fraction of spawned ones - engineer your dispatch so every parallel child hits the same cache entry.

Best forproduction-grade builds with strict verification

Agent Architecture

A decision flow for the most expensive architecture choice in agent systems - grounded in what actually ships versus what demos well.

Best forbuilders who have shipped a basic app before

Agent Architecture

Stream model output and tool progress so users see the agent think and act - the UX baseline every serious terminal agent has set.

Best forbuilders who have shipped a basic app before

Agent Architecture

Delegate bounded work to sub-agents that run in fresh context and return only distilled results - the pattern behind scalable long tasks.

Best forproduction-grade builds with strict verification

Memory & Context

Give your agent durable memory with plain files - the radical-minimalism approach production practitioners keep converging on.

Best foryour first pass at this - no prior setup assumed

Memory & Context

Keep long-horizon work coherent across many sessions: externalized project state that any session can load, advance, and hand off.

Best forproduction-grade builds with strict verification

Memory & Context

Build the pattern behind minimalist memory systems: a compact index file the agent always loads, pointing to detail files it loads on demand.

Best forbuilders who have shipped a basic app before

Memory & Context

Organize agent memory by kind - what happened, what is true, and how to do things - instead of one undifferentiated pile.

Best forbuilders who have shipped a basic app before

Memory & Context

Keep long agent sessions alive by compacting old conversation into structured summaries before the context window fills.

Best forproduction-grade builds with strict verification

Memory & Context

Keep agent memory healthy over months: scheduled consolidation, decay, promotion between layers, and safe pruning.

Best forbuilders who have shipped a basic app before

Memory & Context

Make recall surface the right memories: hybrid lexical+semantic search, rank fusion, and explainable retrieval.

Best forproduction-grade builds with strict verification

Memory & Context

Decide what gets remembered: write gates, provenance, confidence, and validation - because memory quality is set at write time.

Best forbuilders who have shipped a basic app before

Memory & Context

Structure your agent's context for prefix caching: stable prefixes, append-only history, and cache-friendly dynamic content.

Best forbuilders who have shipped a basic app before

Memory & Context

Write durable session summaries at the right moments so knowledge outlives compaction and process restarts.

Best forbuilders who have shipped a basic app before

Memory & Context

Choose your memory backend on evidence: when plain files win, when vectors earn their complexity, and how to test it on your own data.

Best foryour first pass at this - no prior setup assumed

MCP & Tooling

Stand up a working MCP server exposing your own tools, connect a client, and validate the full call loop.

Best forbuilders who have shipped a basic app before

MCP & Tooling

Give your agent compressed, ranked codebase awareness - the tree-sitter repo-map pattern that beats raw file dumps.

Best forproduction-grade builds with strict verification

MCP & Tooling

Stop paying context for tools the task never needs: load a core set eagerly and expand the toolset on demand.

Best forproduction-grade builds with strict verification

MCP & Tooling

Write tool schemas that constrain model behavior: tight types, enums over strings, and parameters that make misuse hard.

Best forbuilders who have shipped a basic app before

MCP & Tooling

Make every tool and agent output validate against a schema: typed results, repair loops, and safe fallbacks.

Best forbuilders who have shipped a basic app before

MCP & Tooling

Bring TDD discipline to MCP servers: unit-test handlers, protocol-test the surface, and contract-test against a real host.

Best forbuilders who have shipped a basic app before

MCP & Tooling

Treat tool descriptions as prompt engineering: when-to-use guidance, negative cases, and worked examples that fix tool-choice errors.

Best foryour first pass at this - no prior setup assumed

MCP & Tooling

Classify tools by risk and enforce tiered permissions: auto-allow, session-allow, always-ask, and never - enforced in the harness.

Best forbuilders who have shipped a basic app before

MCP & Tooling

Stop tool outputs from flooding context: budgets per tool, smart truncation, pagination, and reference-based results.

Best forbuilders who have shipped a basic app before

Harness Engineering

Stop shipping one static mega-prompt: generate tool prompts from environment conditions, inject blocks only when features are on, and dedupe config to save tokens.

Best forproduction-grade builds with strict verification

Harness Engineering

Route work to the cheapest model that can do it and match reasoning effort to task difficulty - with quality guardrails.

Best forproduction-grade builds with strict verification

Harness Engineering

Structure your tool prompts the way the leading harness does: preference chains up front, usage constraints in the middle, NEVER-guarded safety protocols at the end.

Best forbuilders who have shipped a basic app before

Harness Engineering

Design approval prompts users actually read: diffs, risk framing, scoped grants, and pacing that prevents approval fatigue.

Best forbuilders who have shipped a basic app before

Harness Engineering

Build the eval suite that tells you whether harness changes help: task sets, graded rubrics, and regression discipline.

Best forproduction-grade builds with strict verification

Harness Engineering

Intercept dangerous tool calls with a hook layer: pattern rules, approval gates, and blocks that the model cannot talk its way past.

Best forbuilders who have shipped a basic app before

Harness Engineering

Instrument your agent like production software: traces, session replay, cost tracking, and failure analysis on open standards.

Best forbuilders who have shipped a basic app before

Harness Engineering

Prompts guide, code enforces: inventory your agent's soft rules, back each critical one with an independent deterministic check, and define the allow/ask/deny escalation.

Best forproduction-grade builds with strict verification

Harness Engineering

Cap how much damage any window of agent activity can do: rate limits, change budgets, checkpoints, and undo.

Best forbuilders who have shipped a basic app before

Harness Engineering

Run deterministic policy checks on everything your agent produces: rule files reviewing plans, diffs, and evidence before anything merges.

Best forbuilders who have shipped a basic app before

Harness Engineering

Contain what your agent runs: isolated execution environments with resource limits, network policy, and workspace mounting done right.

Best forproduction-grade builds with strict verification

Harness Engineering

Wire verification into your agent so every edit is checked by machines - syntax, tests, behavior - before it counts as done.

Best forbuilders who have shipped a basic app before

Harness Engineering

Treat prompts, tools, and loop logic as versioned, changelogged artifacts - so behavior changes are decisions, not surprises.

Best foryour first pass at this - no prior setup assumed

Agent QA & Security

Record an immutable, queryable trail of every action your agent takes - who, what, when, why, and outcome - for security and accountability.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Replace scattered if-else safety checks with a layered validator pipeline: single-purpose checks, an allow/ask/deny/passthrough contract, and severity-aware ordering.

Best forproduction-grade builds with strict verification

Agent QA & Security

Guard against the dependencies your agent adds: vulnerability scanning, hallucinated-package detection, and gated installs.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Catch the attacks your parser cannot see: quote-concatenation flags, ANSI-C quoting, brace expansion, and escaped operators that make bash execute something your checks never inspected.

Best forproduction-grade builds with strict verification

Agent QA & Security

Stop poisoned data from becoming persistent agent beliefs: validate, attribute, and quarantine memory writes as untrusted input.

Best forproduction-grade builds with strict verification

Agent QA & Security

Prepare for the day your agent does damage: detection, containment, rollback, investigation, and prevention - written before you need it.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Turn every jailbreak you find into a permanent regression test, so safety boundaries never silently erode across model and prompt changes.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Systematically defend your agent against prompt injection: trust boundaries, content isolation, and defense-in-depth that assumes injection will happen.

Best forproduction-grade builds with strict verification

Agent QA & Security

Systematically attack your own agent using red-teaming frameworks: vulnerability probes, attack methods, and a repeatable adversarial suite.

Best forproduction-grade builds with strict verification

Agent QA & Security

Put agent output through a real merge gate: automated review, tests, security scans, and human sign-off proportional to risk.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Keep credentials out of prompts, tool outputs, logs, and traces: detection, redaction, and safe handling across the whole agent pipeline.

Best forbuilders who have shipped a basic app before

Agent QA & Security

Stop trusting your agent's own 'it works': dispatch a read-only verifier that must run real commands, probe adversarially, and return an evidence-backed PASS/FAIL verdict.

Best forproduction-grade builds with strict verification

Agent QA & Security

Systematically threat-model an MCP server before it is exploited: assets, entry points, trust boundaries, and mitigations documented and tested.

Best forproduction-grade builds with strict verification