{"id":28,"date":"2026-09-03T03:35:16","date_gmt":"2026-09-03T01:35:16","guid":{"rendered":"https:\/\/www.goodvibecode.com\/blog\/?p=28"},"modified":"2026-09-03T03:35:16","modified_gmt":"2026-09-03T01:35:16","slug":"how-to-use-vibe-coding","status":"publish","type":"post","link":"https:\/\/www.goodvibecode.com\/blog\/how-to-use-vibe-coding","title":{"rendered":"How to Use Vibe Coding: A Better Day-to-Day Workflow"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Vibe coding works best as a loop rather than a one-shot prompt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A useful workflow is:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Describe \u2192 generate \u2192 run \u2192 review \u2192 correct \u2192 repeat<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Call it the <strong>Vibe Coding Loop<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Once you start treating every AI-generated change as one iteration rather than a finished answer, the process becomes much more reliable.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Start with a bounded change<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The fastest way to lose control of a project is to ask the AI for too much at once.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;Redesign the application and improve the onboarding&#8221; gives the model enormous freedom.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead, define one outcome.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Replace the current three-step signup flow with a single page. Keep Google login unchanged. Put name, company and password on the same form. Preserve the existing validation rules.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">The request gives the AI:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>a specific task<\/li>\n\n\n\n<li>boundaries<\/li>\n\n\n\n<li>context<\/li>\n\n\n\n<li>something it must not modify<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">You can always make another change after reviewing the first one.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Give the AI relevant context<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A coding agent performs better when it knows what matters.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Useful context includes:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Existing behavior<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Users currently land on <code>\/dashboard<\/code> after signup.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Constraints<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Do not change the database schema.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Conventions<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Use the same form components already used on the billing page.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Examples<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Match the empty-state pattern used in the Projects screen.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">The actual problem<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Some users click Submit twice because the button does not show a loading state.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Context reduces guessing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The less guessing the model has to do, the easier its output is to review.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Break large features into checkpoints<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Suppose you want to add team invitations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You could ask:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Add team invitations.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">A better workflow splits the feature.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">First:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Add an Invite member button to the team settings page. It should open a modal with an email field. Do not connect it to the backend yet.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Review it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Connect the invite form to the existing team API. Show a success message after the invitation is created.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Review again.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Add validation for duplicate members and invalid email addresses.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Each stage creates a checkpoint.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If something goes wrong, you know roughly where it happened.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Run the output before discussing it with the AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Do not spend five prompts debating implementation with a model before seeing what the application actually does.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Run the change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Click through the flow.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Look for obvious breakage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then report observed behavior.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">I think the state handling is wrong.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Try:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">After I remove the final item, the empty state does not appear until I refresh the page.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Observed behavior gives the agent a concrete debugging target.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Review what changed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI tools can generate plausible code extremely quickly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That makes review more important, not less.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After each meaningful change, ask:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Does it do what I requested?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Test the happy path.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Did anything unrelated change?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Look at the diff or changed files.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A request to change button text should not rewrite half the application.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Do I understand the major change?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">You do not need to memorize the implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You should know what the agent did at a high level.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Explain the change in plain English. Focus on which files changed and why.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Did it introduce something suspicious?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Watch for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>new dependencies you did not request<\/li>\n\n\n\n<li>duplicated logic<\/li>\n\n\n\n<li>disabled checks<\/li>\n\n\n\n<li>hard-coded credentials<\/li>\n\n\n\n<li>unexplained configuration<\/li>\n\n\n\n<li>large unrelated refactors<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Trust in AI-generated code remains much lower than usage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your workflow should reflect that reality.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Give corrective feedback, not emotional feedback<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;It still doesn&#8217;t work&#8221; is understandable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is not particularly useful.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Give the agent the same information you would give a developer debugging the issue.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>what you did<\/li>\n\n\n\n<li>what you expected<\/li>\n\n\n\n<li>what happened instead<\/li>\n\n\n\n<li>any error message<\/li>\n\n\n\n<li>what should remain unchanged<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">When I open <code>\/settings\/profile<\/code> and upload a JPG larger than 2 MB, the form freezes. I expect an inline validation message before upload. PNG files under 2 MB currently work correctly and should keep working.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">That is much easier to act on than:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Fix image uploads.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Do not restart from scratch after every mistake<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A common vibe coding habit is repeatedly asking the AI to rebuild a feature.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That can create more inconsistency.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If the implementation is mostly correct, describe the specific defect.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Good:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Keep the current layout. Only fix the validation message so it appears below the email field instead of at the top of the form.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Less useful:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Redo the signup page properly.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Corrective prompts preserve working parts of the application.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Know when to intervene manually<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Re-prompting is useful when the problem is easy to describe.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Manual intervention becomes attractive when:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>the model keeps repeating the same mistake<\/li>\n\n\n\n<li>the change is tiny and obvious<\/li>\n\n\n\n<li>you understand the correct implementation better than the model<\/li>\n\n\n\n<li>the AI is proposing increasingly complicated fixes<\/li>\n\n\n\n<li>a security-sensitive area needs deliberate human review<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The goal is not to maximize the percentage of code written by AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal is to complete the software safely and efficiently.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Use version control as your safety net<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Agents can modify many files in seconds.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is powerful.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It also means a bad instruction can create a large mess quickly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Commit working states regularly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A useful rhythm is:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>complete one coherent change<\/li>\n\n\n\n<li>run it<\/li>\n\n\n\n<li>review it<\/li>\n\n\n\n<li>commit it<\/li>\n\n\n\n<li>start the next change<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">For larger experiments, use a branch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Do not let an autonomous agent experiment freely on your main production branch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Version control turns risky experimentation into reversible experimentation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ask the AI to plan before large changes<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">For substantial work, separate planning from implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead of:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Replace our authentication system with a new provider.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Try:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Inspect the current authentication implementation. Do not change any files yet. Explain which files and flows would need to change if we migrated to [provider]. Flag any risks or data migration concerns.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Review the plan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Then decide if the agent should proceed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This simple habit can prevent unnecessary rewrites.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Keep the Vibe Coding Loop visible<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The process should keep returning to the same sequence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Describe.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Give the model one bounded outcome.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Generate.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let it implement the change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Run.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Use the software rather than trusting the explanation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Review.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inspect behavior and meaningful code changes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Correct.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Describe the mismatch precisely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Repeat.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Move to the next small change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The loop sounds simple because it is simple.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The discipline comes from not skipping the middle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Moving from prototype to usable software<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Vibe coding makes getting to a prototype much easier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The jump from prototype to dependable software still requires work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Before treating an application as production-ready, review:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>permissions<\/li>\n\n\n\n<li>sensitive data<\/li>\n\n\n\n<li>authentication<\/li>\n\n\n\n<li>error handling<\/li>\n\n\n\n<li>testing<\/li>\n\n\n\n<li>dependencies<\/li>\n\n\n\n<li>deployment<\/li>\n\n\n\n<li>backups<\/li>\n\n\n\n<li>monitoring<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A prototype asks: <strong>Can this idea work?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Production software asks: <strong>Can people depend on it?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Those are different standards.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI can help write tests and review code, but it should not be the only judge of work it generated itself.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Use different levels of supervision for different tasks<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Not every change deserves the same scrutiny.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Changing spacing on a marketing page is low risk.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Changing authorization logic is not.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A useful rule:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The higher the consequence of a mistake, the more human review the change should receive.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That lets you benefit from AI speed without applying the same casual workflow to every part of the system.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A good vibe coding workflow makes you more deliberate<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The irony is that successful vibe coding does not mean &#8220;just vibe harder.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As the tools become more autonomous, the human needs better habits.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You need clearer requests.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Smaller changes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Better checkpoints.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">More deliberate review.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That is what turns AI-generated code from a stream of impressive demos into software you can actually maintain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you have not chosen a tool yet, start with our guide to the <a href=\"https:\/\/goodvibecode.com\/blog\/best-tools-for-vibe-coding\">best tools for vibe coding<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you are still working on your very first application, read <a href=\"https:\/\/goodvibecode.com\/blog\/how-to-start-vibe-coding\">how to start vibe coding<\/a> first.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vibe coding works best as a loop rather than a one-shot prompt. A useful workflow is: Describe \u2192 generate \u2192 run \u2192 review \u2192 correct \u2192 repeat Call&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-28","post","type-post","status-publish","format-standard","hentry","category-vibecoding"],"_links":{"self":[{"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/posts\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/comments?post=28"}],"version-history":[{"count":1,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/posts\/28\/revisions"}],"predecessor-version":[{"id":29,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/posts\/28\/revisions\/29"}],"wp:attachment":[{"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/media?parent=28"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/categories?post=28"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.goodvibecode.com\/blog\/wp-json\/wp\/v2\/tags?post=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}