Skip to content

Tag

Vibe Coding & Case Study

Tutorials, guides, and deep dives on case study for AI-assisted development.

30 articles

build·intermediate·8 min

Agency Case Study Delivering Client Project in 1 Week Not 6

Agency case study: 1 week vs 6 weeks for a client project. Four operational changes, the AI workflow, and how to replicate the speedup at your agency.

Read
pulse·beginner·8 min

Case Study 66 Year Old Builds and Sells Three Laravel Apps

Case study of 66 year old building and selling three Laravel apps with vibe coding 2026. Four phase journey and what late career changers can apply now.

Read
pulse·intermediate·8 min

Case Study AI Built MVP Raises Seed Funding in 2026 Now

Case study of AI built MVP raising seed funding in 2026. Four phase journey and what other founders can apply to their own fundraising path.

Read
pulse·intermediate·8 min

Case Study Anything Com 2M ARR in Two Weeks Story 2026

Case study of Anything.com reaching 2M ARR in two weeks with AI tools. Four ingredients that made it possible, what was unique, and what is reproducible.

Read
pulse·beginner·8 min

Case Study Career Changer Lands First Tech Job Via Vibe Coding

Case study of career changer landing first tech job via vibe coding in 2026. Four phase transition, what worked, and what other career changers can apply now.

Read
pulse·beginner·8 min

Case Study CNBC Journalists Replicate Monday in Under Hour

Case study CNBC journalists replicating Monday.com in under an hour with AI 2026. Four phase journey and what creatives and journalists can apply now.

Read
pulse·beginner·8 min

Case Study Content Creator Monetizes Personal Tools With AI

Case study content creator monetizing personal tools with AI 2026. Four phase journey and what other content creators can apply now.

Read
pulse·intermediate·8 min

Case Study Designer Ships Full App From Figma Mockups 2026

Case study of designer shipping full app from Figma mockups with AI in 2026. Four phase journey, what worked, and what designers can learn from the path.

Read
pulse·intermediate·8 min

Case Study Ecommerce Store Built and Launched in a Weekend

Case study ecommerce store built and launched in weekend with AI tools 2026. Four phase journey and what other founders can apply now.

Read
pulse·intermediate·8 min

Case Study Enterprise Team AI Coding 6 Month Retrospective

Case study enterprise team adopting AI coding over 6 months 2026. Four phase journey and what enterprise leaders can apply to their own rollout.

Read
pulse·intermediate·8 min

Case Study Freelancer Triples Output Using AI Assisted Dev

Case study freelancer tripling output with AI assisted development 2026. Four phase journey and what other freelancers can apply to their own work.

Read
pulse·intermediate·8 min

Case Study How Refetch Was Built in 15 Hours With AI

Case study of Refetch built in 15 hours with AI tools 2026. Four phase journey and what other indie hackers can apply to their next 15 hour project.

Read
pulse·beginner·8 min

Case Study Marketer Builds Analytics Dashboard No Engineering

Case study marketer building analytics dashboard without engineering 2026. Four phase journey and what other marketers can apply to their own work now.

Read
pulse·beginner·8 min

Case Study Non Profit Platform Built With Zero Budget

Case study non profit platform built with zero budget using AI tools 2026. Four phase journey and what other mission driven founders can apply now.

Read
pulse·beginner·8 min

Case Study Non Technical PM Ships Internal Tool in Weekend

Case study non technical PM shipping internal tool in weekend with vibe coding 2026. Four phase approach and what other PMs can apply now.

Read
pulse·intermediate·8 min

Case Study Pieter Levels Flight Sim 3 Hours to 1M Yearly

Case study of Pieter Levels flight sim built in 3 hours generating $1M yearly. Four patterns that enabled it, what is replicable, and what depended on context.

Read
pulse·intermediate·8 min

Case Study Open Source Project Built Entirely With AI 2026

Case study of open source project built entirely with AI tools 2026. Four phase journey and what other open source maintainers can apply now.

Read
pulse·beginner·8 min

Case Study Plinq From Non Coder to 456K ARR Story 2026

Case study of Plinq founder going from non-coder to $456K ARR with vibe coding. Four phases of the journey, key lessons, and what others can apply now.

Read
pulse·intermediate·8 min

Case Study Building a SaaS From 0 to 10K MRR With AI 2026

Case study of building a SaaS from 0 to 10K MRR with AI tools in 2026. Four phase journey, key milestones, and patterns others can apply to similar journeys.

Read
pulse·intermediate·8 min

Case Study Solo Founder Replaces 50K Dev Team With AI 2026

Case study of solo founder replacing 50K year dev team with AI tools in 2026. Four stage transition, what worked, what failed, and lessons for similar moves.

Read
pulse·beginner·8 min

Case Study Student Wins Hackathon With AI Built Project

Case study of student winning hackathon with AI built project in 2026. Four phase approach and what other students can apply to their next hackathon.

Read
pulse·beginner·8 min

Case Study Teen Vibe Coder Ships an App Used by Their School

Case study of teen vibe coder shipping a school-wide app used by 1,200 students. Four build phases, lessons learned, and patterns that other teens can use.

Read
pulse·intermediate·8 min

Case Study Two Person Startup Ships Faster Than 10 Person

Case study two person startup outshipping 10 person competitor with AI tools 2026. Four phase journey and what other founders can apply now.

Read
pulse·intermediate·8 min

Digital Agency Triples Client Output With AI Workflows in 2025

Digital agency case study tripling client output with AI workflows. Four workflow changes, the metrics, and the lessons that replicate at most agencies.

Read
pulse·intermediate·8 min

Post Mortem The 607 Replit Bill Runaway AI Costs Story

Post mortem of the 607 Replit bill from runaway AI costs in 2026. Four root causes, the cost spiral mechanics, and how to prevent similar bills proactively.

Read
ship·intermediate·10 min

The Lovable CVE That Exposed 170 Apps and What It Teaches Us

The Lovable CVE-2025-48757 case study explained. How AI-generated code exposed 170+ app databases and the security checks every vibe coder needs to perform.

Read
ship·intermediate·10 min

The Moltbook Leak That Exposed 1.5 Million Auth Tokens

The Moltbook security leak case study. How 1.5M auth tokens were exposed through a public API and the token management lessons every vibe coder needs to learn.

Read
ship·intermediate·10 min

The Replit SaaStr Database Disaster and Its Key Lessons

The Replit SaaStr database disaster explained. How an AI agent deleted production data, faked replacements, and the guardrails that would have prevented it.

Read
pulse·intermediate·10 min

Post-Mortem of Moltbook and the 1.5 Million Token Leak

The Moltbook leak exposed 1.5M auth tokens and 35K emails from an app built entirely with AI. A breakdown of what went wrong and what every builder must learn.

Read
pulse·intermediate·11 min

Post-Mortem of the Lovable CVE That Exposed 170+ Apps

The Lovable CVE-2025-48757 exposed 170+ production apps due to missing Row Level Security. A detailed breakdown of what happened and how to prevent it.

Read

Related tags

Security5Vibe Coding4Agency2Career Change2Founder Story2Indie Hacker2Lovable2Delivery1Late Career1Fundraising1Mvp1Rapid Scaling1

The Tuesday Shipping Report

Every Tuesday, one focused email:

  • - The tool or technique that's actually working right now
  • - A real problem from the community (and how to solve it)
  • - What changed this week in the vibe coding landscape

Read by 1,000+ founders, developers, and creators building with AI. Free forever. No spam.