Codex
delegated repository work with reviewable changes.
1,000 LONG-TAIL GUIDES · 20 AI DEVELOPMENT TOOLS
Find the workflow.
Then test the tool.
Independent, intent-matched playbooks for choosing, configuring, comparing, securing, and evaluating AI coding tools on work that resembles your own.
1,000
unique keyword and intent combinations
20
tool profiles with official-source links
10
high-value engineering workflows
CHOOSE A TOOL
Every guide starts with a job, not a feature list.
Open a Codex guide
Cursor
repository-aware editing, terminal work, and diff review.
Browse all 50 Cursor guides
Claude Code
codebase exploration and multi-step command-line workflows.
Browse all 50 Claude Code guides
GitHub Copilot
inline assistance, chat, code review, and repository tasks.
Browse all 50 GitHub Copilot guides
Windsurf
editor-native planning, changes, and iterative development.
Browse all 50 Windsurf guides
Aider
Git-aware code changes from a terminal conversation.
Browse all 50 Aider guides
Cline
tool-assisted editing with visible approval boundaries.
Browse all 50 Cline guides
Zed AI
fast editor workflows with configurable model assistance.
Browse all 50 Zed AI guides
Replit Agent
turning product requirements into hosted application iterations.
Browse all 50 Replit Agent guides
Trae
IDE-based assistance across planning, editing, and building.
Browse all 50 Trae guides
Bolt
rapid full-stack prototypes from natural-language briefs.
Browse all 50 Bolt guides
Lovable
visual web application creation and iterative product changes.
Browse all 50 Lovable guides
v0
generating and refining web interfaces from prompts.
Browse all 50 v0 guides
Roo Code
configurable editor agents and mode-specific workflows.
Browse all 50 Roo Code guides
Continue
customizable autocomplete, chat, and agent workflows.
Browse all 50 Continue guides
Amazon Q Developer
software development and cloud-oriented guidance.
Browse all 50 Amazon Q Developer guides
JetBrains AI Assistant
code explanation, generation, and refactoring inside JetBrains tools.
Browse all 50 JetBrains AI Assistant guides
Gemini Code Assist
IDE assistance and enterprise development workflows.
Browse all 50 Gemini Code Assist guides
Devin
delegated engineering tasks in a managed environment.
Browse all 50 Devin guides
Tabnine
code completion and chat with enterprise controls.
Browse all 50 Tabnine guides
Practical field notes
Build, test and publish with a clear next step.
Original examples, primary sources and reusable checklists for the questions that come after choosing a tool.
Website building
Search the practical guides →How to build a website with AI
Build a clean small business website with AI. Learn how to write your brief, make simple pages, test live forms, and check the result after launch.
Open practical guide →Mobile applicationsHow to build a mobile app with Codex
Learn how to build a mobile app with Codex. Follow this step-by-step beginner guide with clear instructions, smart tests, and safe coding tips.
Open practical guide →Costs and buyingAI website builder cost
Learn the real costs of an AI website builder. Follow simple steps, track hidden fees, use our sample ledger, and plan your web budget with confidence.
Open practical guide →Existing projectsImport a GitHub repository into an AI builder without breaking it
Learn how to import a GitHub repository into an AI builder safely. Follow simple checks to protect code, avoid leaks, and fix stuck previews.
Open practical guide →Security and verificationAI app security checklist
Learn how to audit an app with an easy security checklist. Keep secrets safe, stop data leaks, and test features with simple steps.
Open practical guide →Security and verificationHow to test AI-generated code against real requirements
Learn how to test AI-generated code against real user needs. Catch sneaky bugs, check code diffs, and verify web forms with easy, step-by-step tests.
Open practical guide →PublishingHow to deploy an AI-generated website and verify the release
Learn how to deploy an AI-made site. Follow clear, easy steps to build, set up keys, host your work, and test every live page.
Open practical guide →Search and growthAI-generated website SEO
Learn AI-generated website SEO with simple steps. Create helpful guides, fix index issues, assist clients, and earn search visibility with ease.
Open practical guide →Security and verificationAI website contact form not working
Fix an AI website contact form that will not send mail. Follow simple steps to test web traffic, fix server links, and get every message.
Open practical guide →Mobile applicationsTurn an AI-built website into an installable app
Turn an AI website into an installable phone app with simple manifest steps, safe offline rules, clear device tests, and friendly guides.
Open practical guide →Website buildingBuild a booking website with AI
Learn how to build a booking website with AI. Set rules, prevent double bookings, and handle busy slots with simple tools and smart checks.
Open practical guide →Website buildingBuild a quote calculator with AI
Learn to build a quote calculator with AI. Use clear math rules, smart checks, and simple code steps to give fast, fair price estimates on your site.
Open practical guide →Website buildingBuild a customer portal with AI
Build a safe client portal with AI. Keep files private, test fake accounts, stop leaks, and set up clear rules in simple steps.
Open practical guide →Website buildingBuild a membership site with AI
Learn how to build a membership site with AI. Protect paid content, handle member states safely, and manage billing records with simple rules.
Open practical guide →Website buildingBuild an inventory dashboard with AI
Learn to build an inventory dashboard with AI. Track movements across locations, stop stock count errors, and keep a clean, trusted ledger.
Open practical guide →Website buildingBuild a knowledge base with AI
Learn how to build a knowledge base with AI. Follow easy steps, fix old notes, stop wild guesses, and keep your help shelf neat and fresh.
Open practical guide →Website buildingBuild an event registration site with AI
Build an event registration site with AI. Learn how to track seats, stop duplicate sign-ups, protect private guest data, and manage door check-ins safely.
Open practical guide →Website buildingBuild a business directory with AI
Learn how to build a business directory with AI. Follow easy steps to collect real shops, check facts, sort tags, and help local folks find help.
Open practical guide →Website buildingBuild a restaurant menu with AI
Learn how to build a restaurant menu with AI. Create simple food lists, set clear prices, check phone views, and keep meal warnings safe.
Open practical guide →Website buildingBuild a job board with AI
Build a job board with AI tools. Draft real jobs, hide old roles, and keep job seeker data safe with this simple step-by-step guide.
Open practical guide →Agentic codingWrite an agentic coding task brief that produces a reviewable change
Learn how to write an agentic coding task brief that gives small, reviewable code changes. Follow simple rules, clear fences, and quick tests.
Open practical guide →Agentic codingMap a codebase with AI before editing
Learn how to map a codebase with AI before editing. Trace entry points, inspect handlers, find feature files, and plan safe code changes with ease.
Open practical guide →Agentic codingPlan before agentic code changes
Learn why you must plan before agentic code changes. Map files, protect user data, avoid broken builds, and guide coding agents with ease.
Open practical guide →Agentic codingKeep AI code changes small
Keep AI code changes small. Learn how to set boundaries, check diffs, and stop code creep with simple steps for clean, safe software fixes.
Open practical guide →Agentic codingRefactor legacy code with AI
Learn how to refactor legacy code with AI safely. Follow clear steps, protect your calculations, and keep your business rules intact.
Open practical guide →Agentic codingWrite a bug report for an AI coding agent
Learn to write a clear bug report for an AI coding agent with easy steps, real examples, clean console logs, and safety checks.
Open practical guide →Agentic codingReview an AI-generated pull request
Learn how to review an AI pull request. Check diffs, test rules, protect user roles, and catch hidden code bugs with this easy guide.
Open practical guide →Agentic codingWrite repository instructions for AI agents
Learn to write repository instructions for AI agents. Build short rules, set safe limits, protect secrets, and guide coding helpers with ease.
Open practical guide →Agentic codingUndo AI code changes safely
Learn how to undo AI code changes safely. Check files, keep fresh edits, fix conflicts, and test your app without losing work.
Open practical guide →Agentic codingUse AI across monorepo packages
Learn how to use AI across monorepo packages safely. Map shared code, edit contracts with care, test apps, and keep changes smooth and clean.
Open practical guide →TroubleshootingAI website buttons not working on mobile
Fix AI website buttons that do not tap on phones. Learn to spot hidden covers, test code, and restore touch on mobile screens with ease.
Open practical guide →TroubleshootingAI app preview shows a blank screen
Fix an AI app preview blank screen with this simple guide. Learn clear steps to find early errors, check folders, and repair web code fast.
Open practical guide →TroubleshootingFix an AI-generated React hydration error
Learn how to fix an AI-generated React hydration error with clear steps. Match server and browser text easily to keep your site fast.
Open practical guide →TroubleshootingFix an AI-generated deployment build error
Learn how to fix an AI-generated deployment build error with simple steps, file casing checks, missing variables, and clean log reviews.
Open practical guide →TroubleshootingAI app environment variable not working
Fix an AI app environment variable not working. Follow short steps to set names, protect keys, and launch your live app safely.
Open practical guide →TroubleshootingFix a CORS error in an AI-generated app
Fix CORS errors in an AI-built app. Learn to check origins, update server rules, inspect logs, and stop duplicate tasks easily.
Open practical guide →TroubleshootingAI website deep links return 404
Fix AI website deep link 404 errors with simple host rewrite rules, safe paths, clean app routes, and clear tests.
Open practical guide →TroubleshootingDebug a slow API in an AI application
Learn to fix a slow API in an AI app. Time every stage, shrink big data, and stop bad waits.
Open practical guide →TroubleshootingAI app login redirect loop
Fix an AI app login redirect loop easily. Learn why sign-in bounces back, check cookies and guards, and stop spinning loops safely without breaking security.
Open practical guide →TroubleshootingAI-generated app not saving data
Learn why your AI-generated app loses data after a page refresh. Find broken saves, inspect database requests, and keep notes safe.
Open practical guide →Practical AIUse AI for market research
Learn how to use AI for market research with short, easy steps. Test client ideas, verify claims, spot business risks, and make smart product choices.
Open practical guide →Practical AIAnalyze customer feedback with AI
Learn how to analyze client feedback with AI. Group comments by real needs, spot tricky edge cases, and make smart app updates using clear evidence.
Open practical guide →Practical AITurn meeting notes into actions with AI
Learn how to turn meeting notes into actions with AI. Follow clear steps to find real owners, fix relative dates, and verify every team task safely.
Open practical guide →Practical AIUse AI to analyze a spreadsheet
Learn how to use AI to analyze a spreadsheet safely. Clean dirty rows, check math by hand, spot hidden errors, and verify facts fast.
Open practical guide →Practical AICompare AI tools for a task
Compare AI tools for a task with a clear scorecard. Test safe files, count edit minutes, and check facts with care.
Open practical guide →Practical AILearn coding with AI without just copying
Learn coding with AI without just copying. Follow a fun step-by-step guide to predict, test, and write your own code with confidence.
Open practical guide →Practical AIAsk AI questions about documents
Learn how to ask AI questions about documents. Follow plain steps, inspect exact page notes, spot mistakes, and verify every answer.
Open practical guide →Practical AIVerify AI-generated research answers
Learn how to verify AI research answers with ease. Check web links, spot math errors, and confirm facts using simple steps and short guides.
Open practical guide →Practical AIMap a business process with AI
Learn how to map a business process with AI. Find hidden delays, trace tricky handoffs, catch exceptions, and build clear workflow steps.
Open practical guide →Practical AIWrite a decision memo with AI
Learn to write a clear decision memo with AI. Compare options, count real costs, and spot hidden risks in plain, simple steps.
Open practical guide →Content and marketingUse AI to analyze search intent
Learn how to use AI to analyze search intent with clear steps, smart page formats, and real examples. Build web pages your readers will love.
Open practical guide →Content and marketingWrite an AI content brief with sources
Learn to write an AI content brief with sources. Follow simple steps to plan clear facts, trusted links, and real examples.
Open practical guide →Content and marketingUse AI for internal linking
Learn how to use AI for internal linking with simple steps, natural anchor text, clear inventory checks, and practical site examples.
Open practical guide →Content and marketingGenerate SEO titles and descriptions with AI
Learn how to make honest SEO titles and summaries with AI. Follow our short guide to write clear tags that match your web pages.
Open practical guide →Content and marketingWrite a source-backed FAQ with AI
Learn to write source-backed FAQs with AI. Turn real client questions into short, verified answers with links to exact facts in approved guides.
Open practical guide →Content and marketingWrite landing page copy with AI
Learn how to write landing page copy with AI. Use clear facts, avoid false claims, build trust, and guide clients to take real action step by step.
Open practical guide →Content and marketingDraft an email sequence with AI
Learn how to draft an email sequence with AI. Follow our simple, step-by-step guide to plan helpful follow-ups that people actually enjoy reading.
Open practical guide →Content and marketingCluster keywords with AI
Learn how to cluster keywords with AI. Group search phrases by reader goals, build strong pages, and avoid messy duplicate content easily.
Open practical guide →Content and marketingAudit existing content with AI
Learn how to audit existing content with AI. Use simple steps to fix broken links, refresh facts, and combine old pages for happy readers.
Open practical guide →Content and marketingWrite local service pages with AI
Learn to write local service pages with AI using real business facts, honest booking rules, and clear coverage areas for nearby clients.
Open practical guide →Security and verificationProtect private data when using AI
Learn how to protect private data when using AI. Use plain steps, smart labels, clean practice files, and checks to keep business data safe.
Open practical guide →Security and verificationFind exposed API keys in an AI project
Find exposed API keys in an AI project. Revoke leaked keys, clean web builds, and protect your private data with simple steps.
Open practical guide →Security and verificationTest user permissions in an AI app
Learn how to test user permissions in an AI app. Use two test accounts to protect client notes, stop leaks, and check locks.
Open practical guide →Security and verificationSecure file uploads in an AI-generated app
Learn to secure file uploads in an AI-generated app. Follow short steps to set file rules, check content, and control access.
Open practical guide →Security and verificationRate-limit AI app endpoints
Learn how to rate limit AI app endpoints. Stop bots, control bills, and keep apps friendly for real people using clear server rules.
Open practical guide →Security and verificationHandle prompt injection in a coding agent
Learn how to handle prompt injection in a coding agent with simple rules, safe tools, and strict file boundaries.
Open practical guide →Security and verificationBuild an account deletion flow with AI
Learn how to build account deletion flow with AI safely. Sort data with care, protect team files, and track real cleanup steps with ease.
Open practical guide →Security and verificationTest backups for an AI-generated app
Learn to test backups for an AI-built app. Use safe mock tests, check file storage, and stop surprise alerts with simple steps.
Open practical guide →Security and verificationReview dependencies in an AI-generated project
Learn to review dependencies in an AI-generated project. Check package manifests, verify publishers, remove duplicates, and build clean apps with ease.
Open practical guide →Security and verificationDesign audit logs for an AI application
Learn how to design audit logs for an AI app. Track events, guard secrets, reduce noise, and inspect failures with short, simple steps.
Open practical guide →Data and integrationsBuild CSV import with AI
Learn to build a CSV import tool with AI. Map headers, check rows, spot errors, track duplicates, and save clean records with simple steps.
Open practical guide →Data and integrationsAdd pagination with AI
Learn to add pagination with AI step by step. Keep sort orders steady, handle filters safely, and slice big database lists into fast, tiny pages.
Open practical guide →Data and integrationsBuild search filters with AI
Learn to build search filters with AI for your app. Use short rules, clean code, and fast checks to sort your data with ease.
Open practical guide →Data and integrationsConnect webhooks to an AI application
Learn how to connect webhooks to an AI app safely. Stop twin events, check the true sender, and handle retries with this simple step-by-step guide.
Open practical guide →Data and integrationsVerify payment success in an AI app
Learn how to verify payment success in an AI app safely. Use server checks, link order data, and stop fake web links with easy steps.
Open practical guide →Data and integrationsConnect website leads to a CRM with AI
Learn how to connect website leads to a CRM with AI. Map data fields, guard consent, and test your pipeline with our clear guide.
Open practical guide →Data and integrationsDesign a data schema with AI
Learn how to design a data schema with AI. Plan your database tables, links, keys, and safe migration rules with clear steps.
Open practical guide →Data and integrationsBuild a data export with AI
Learn to make clean data exports with artificial intelligence. Create safe spreadsheet files with proper permissions and strict tests.
Open practical guide →Data and integrationsBuild offline data sync with AI
Learn how to build offline data sync with AI step by step. Keep local drafts, handle network drops, and resolve conflicts safely.
Open practical guide →Data and integrationsIntegrate a third-party API with AI
Learn how to integrate a third-party API with AI safely. Follow a simple step-by-step story to connect external services, check errors, and protect your keys.
Open practical guide →Mobile applicationsAdd a camera to an AI-built mobile app
Learn to add a camera to an AI-built mobile app. Handle permissions, capture clear photos, and manage uploads step by step with ease.
Open practical guide →Mobile applicationsAdd push notifications to an AI mobile app
Learn how to add push notifications to an AI mobile app. Follow plain steps to ask for permission, save phone tokens, and test alerts safely.
Open practical guide →Mobile applicationsFix safe-area layout in an AI mobile app
Fix safe area bugs in your AI mobile app. Keep buttons, inputs, and text clear of phone notches, bottom bars, and open keyboards.
Open practical guide →Mobile applicationsBuild a mobile sign-in flow with AI
Build a clean mobile sign-in flow with AI. Learn safe return links, session setup, and phone testing in clear steps.
Open practical guide →Mobile applicationsBuild an offline mobile form with AI
Learn how to build an offline mobile form with AI. Save drafts on your phone, avoid data loss, and send notes once when online.
Open practical guide →Mobile applicationsAdd a location feature to an AI mobile app
Learn how to add a safe location feature to your AI mobile app. Follow simple steps to ask permissions, protect user privacy, and test check-ins.
Open practical guide →Mobile applicationsAdd deep links to an AI mobile app
Learn how to add deep links to an AI mobile app. Guide clicks from emails directly into safe screens while keeping private tasks and records secure.
Open practical guide →Mobile applicationsTest an AI mobile app on real devices
Learn how to test an AI mobile app on real phones. Find bugs, check permissions, handle slow networks, and test real screens with ease.
Open practical guide →Mobile applicationsImprove accessibility in an AI mobile app
Improve your AI mobile app accessibility with clear spoken labels, flexible text sizing, proper focus handling, and hands-on screen reader testing.
Open practical guide →Mobile applicationsPrepare an AI-built app for store release
Learn how to prepare an AI-built app for store release. Fix test links, match privacy facts, create signed builds, and set up real client support.
Open practical guide →Media workflowsWrite an AI image generation brief
Learn how to write an AI image generation brief. Plan clean layouts, pick good colors, and guide smart tools to get great website pictures.
Open practical guide →Media workflowsCompare AI-generated image options
Learn how to compare AI-generated image options with clear steps. Test text space, phone crops, and messy details before you publish.
Open practical guide →Media workflowsWrite image alt text with AI
Learn to write image alt text with AI. Follow our simple, friendly guide to make clear, helpful web descriptions for everyone.
Open practical guide →Media workflowsCreate an AI video storyboard
Learn how to create an AI video storyboard step by step. Plan simple business scenes with real app screens, steady shots, and clear words.
Open practical guide →Media workflowsAdd captions to AI-generated video
Add clear captions to AI video clips. This plain guide shows how to check text, fix words, sync line times, and test phone screens.
Open practical guide →Media workflowsWrite an AI voiceover script
Learn how to write an AI voiceover script with short sentences, smooth pauses, and simple words. Follow clear steps to turn text into clear audio.
Open practical guide →Media workflowsEvaluate AI-generated audio
Learn how to evaluate AI-generated audio with ease. Check sound on phones, catch glitches, fix bad words, and keep your listeners happy.
Open practical guide →Media workflowsCreate brand icon options with AI
Learn how to create brand icon options with AI. Pick simple shapes, test tiny sizes, inspect light and dark modes, and export neat files easily.
Open practical guide →Media workflowsOrganize AI-generated media assets
Learn how to organize AI-generated media assets. Use clear names, track approvals, and build tidy libraries with this simple guide.
Open practical guide →Media workflowsEmbed video in an AI-built website
Learn how to embed video in an AI-built site. Keep your layout still, protect client privacy, and show clear text guides with ease.
Open practical guide →Performance and operationsReduce database egress in an AI app
Cut database egress with smaller replies, safe public caching, and fewer repeat reads. Follow a worked example, check private data, and compare real usage.
Open practical guide →Performance and operationsCache a public API response in an AI app
Learn how to cache a public API response in an AI app safely. Keep shared data fast, fresh, and private using short, easy steps.
Open practical guide →Performance and operationsImprove Core Web Vitals in an AI website
Improve Core Web Vitals on your AI website. Follow simple steps to speed up loading, stop layout jumps, and make buttons react quickly on phones.
Open practical guide →Performance and operationsOptimize images in an AI-generated website
Learn how to optimize images in an AI-generated website. Make pages load fast, save reader data, and keep pictures sharp on mobile phone screens.
Open practical guide →Performance and operationsReduce a JavaScript bundle in an AI app
Learn how to make web files smaller today. Cut extra code, delay heavy tools, and speed up pages.
Open practical guide →Performance and operationsReduce database query payloads in an AI app
Learn to trim database payloads in your AI app. Keep queries small, speed up page loads, protect private client data, and make screens snap open fast.
Open practical guide →Performance and operationsFix excessive polling in an AI app
Learn how to fix excessive polling in an AI app. Stop rapid status loops, pause hidden tabs, handle server drops, and save power.
Open practical guide →Performance and operationsShow progress for AI runtime jobs
Learn how to show progress for AI runtime jobs. Use real stages, live logs, and honest status updates instead of fake bars.
Open practical guide →Performance and operationsMonitor errors in an AI-built application
Learn to monitor app errors, group repeat warnings, hide client secrets, and fix crashes with simple, clear steps.
Open practical guide →Performance and operationsMeasure AI agent cost per task
Learn how to measure AI agent cost per task. Track every prompt, retry, and run time with clear units and simple steps.
Open practical guide →Performance and operationsHow to measure AI coding productivity
Learn how to measure AI coding productivity with short steps, clear math, review tracking, and real team tests.
Open practical guide →TroubleshootingNetlify function crashed
Learn why a Netlify function crashed on an AI website. Follow simple steps to read logs, match request IDs, and fix root causes fast.
Open practical guide →EDITORIAL METHOD
Representative work.
Inspectable evidence.
These pages do not claim universal winners. Each guide defines the outcome, context, control boundary, verification method, and scorecard needed for a defensible tool decision.