From Vibe Coding to Production
Vibe-coded prototypes often impress in a demo and fail in real use. This workshop takes an existing AI-generated app and works through what production requires: an audit, tests, security fixes, a sensible structure and a repeatable deployment. Throughout, coding agents do the typing while you practise the planning, review and responsibility that keep the app reliable.
Request without obligation- Duration
- 1 day
- Level
- Intermediate
- Format
- Remote or on-site, English or German
- Group size
- Up to 12 participants per trainer
Who it is for
- Founders and teams with a working AI-built prototype
- Developers inheriting vibe-coded projects
- Tech leads who must decide whether to keep or rebuild
- Agencies taking over prototypes from clients
What your team will be able to do
- Audit an AI-generated codebase for structure, risks and missing pieces
- Add a meaningful automated test suite with the help of a coding agent
- Find and fix common security gaps such as exposed secrets and weak access rules
- Refactor in safe, reviewable steps instead of one large rewrite
- Set up a repeatable build and deployment path
- Decide between hardening and rebuilding using clear criteria
Agenda
- Prototype auditRead the codebase, map its architecture and produce a prioritised list of risks and gaps.
- Tests as a safety netUse a coding agent to add tests around the critical behaviour before changing anything.
- Security and configurationReview authentication, access rules, secrets handling and dependencies, and fix the most important findings.
- Structured refactoringImprove structure in small pull requests, reviewing each change for correctness and side effects.
- Deployment and handoverSet up a reproducible deployment, add basic monitoring and write the notes the next developer needs.
Prerequisites
- Working knowledge of programming and Git
- A laptop with a development environment
- Ideally your own prototype or a sandbox project we provide together
Why apprat.io workshops
- Taught by practising AI Code Engineers
- Your repositories or a sandbox project
- AI speed, human responsibility: review, security and governance included
- ISO 9001 & ISO/IEC 27001 certified processes
- Follow-up office hours after 30 days
Request without obligation
Tell us about your team and goals. We reply within one business day with a tailored agenda and a quote – free and without obligation.
24/7 call support in English & German:
+49 761 519 751 50
Frequently asked questions
Can we bring our own vibe-coded app?
Yes, and we recommend it. Please tell us the tech stack in advance so we can prepare suitable exercises.
Will we rebuild the app from scratch?
Not by default. You learn to judge when hardening is enough and when a targeted rebuild of parts is the better choice.
Which tools are used?
We work with the coding agents your team already uses or wants to evaluate, and tailor the setup to your stack.
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