Course01
AI Code Review Certification.
Six modules and an assessment on reading AI-generated code the way it actually fails.
08 Aug 2026·2 min read
Read articleWe help UKcompaniesship faster.
VibeCoders is an organisation founded to give UK teams AI-accelerated builds with full-stack scrutiny — code, database and security reviewed by engineers, not prompt-only builders.
We use vibe coding to move fast — and full-stack engineers to keep what ships honest. Speed without scrutiny is just debt with better lighting.
01Services
What we do.
—About us
Engineers first. Platforms second.
VibeCoders is a UK organisation founded to deliver AI-accelerated builds for teams who will not gamble on unreviewed code.
We do not only vibe-code products and fast MVPs. Every meaningful change is scrutinised — application code, database shape, and vulnerability surface — with AI checkers and human review from full-stack developers who actually understand what they are shipping.
Nobody who cannot read and reason about code works on your build. Vibe coding platforms (Cursor, Claude, Codex, v0, Base44, Copilot and the rest) are how we compress development and launch timeframes and raise productivity. They are not a substitute for engineering judgment.
No one who does not understand code works on your product. Platforms speed us up — they do not replace accountability.
- 01
AI-accelerated build.
Modern vibe-coding tools to scaffold, iterate and ship faster — under a clear architecture.
See how a build runs - 02
Human code scrutiny.
Full-stack developers review logic, edge cases and maintainability before anything hits staging.
See our review bar - 03
Data & security checks.
Database design, access paths and vulnerability scans — AI-assisted checks plus human verification.
See what you get
—Platforms
The tools that accelerate us.
Cursor, Claude, Codex, v0, Base44, Copilot, Windsurf, Lovable and peers compress build time. Review, database checks and vulnerability verification stay with our engineers.
Cursor.
AI code editor
Our primary build environment. Agents work across the whole repository while engineers stay in review.
Learn moreClaude.
Reasoning model
Used for architecture thinking, refactors and reading unfamiliar code before we change it.
Learn moreCodex.
OpenAI agent
Delegated implementation and test writing on well-scoped tasks, checked against our own review bar.
Learn morev0.
UI generation
Rapid interface exploration so design decisions get made against real components, not static mockups.
Learn moreBase44.
App scaffolding
Fast internal tooling and prototypes when a team needs something working before it needs to be perfect.
Learn moreCopilot.
Inline assistant
Completion and chat inside familiar GitHub workflows — useful when a client already lives in that stack.
Learn moreWindsurf.
Agentic IDE
Another agent-first editor we keep in the mix for parallel exploration and second-opinion refactors.
Learn moreLovable.
Full-stack generation
Quick full-stack spikes when we need something clickable before the architecture is locked.
Learn more03Method
How engagements run.
Four stages, each with something written down at the end of it. No black box between kickoff and launch — you always know what has been reviewed and what ships next.
- 01Week 0
Discover.
One call. Scope, constraints, success metrics — written down so the whole team can share it.
You getWritten scope & success metrics
- 02Week 1
Structure.
Architecture, components, content model. No surprise rewrites later.
You getArchitecture & content model
- 03Weeks 2–8
Build & scrutinise.
AI-accelerated implementation, then human review of code, database and vulnerability surface.
You getWeekly staging builds
- 04Ongoing
Operate.
Launch, training, hosting, iteration. A partner who stays after go-live.
You getHosting, training & iteration
04Signals
What the delivery bar looks like.
The numbers we hold ourselves to across every engagement — velocity from the platforms, assurance from the engineers.
100%
Engineer-reviewed merges
99.9%
Hosting uptime target
24/7
Emergency cover on hosting
05In their words
What clients say after go-live.
They moved fast without feeling reckless. Every release had been read by people who clearly understood the stack.
Not a vibe-only shop. Staging every week, security questions answered, delivery sorted.
06Journal
Guides, workshops and field notes.
What we have learned shipping AI-accelerated work for UK teams — written up plainly, without the hype cycle.
How-To02
How to set up SPF, DKIM and DMARC.
The three DNS records that decide whether your invoices reach the inbox.
04 Aug 2026·5 min read
Read articleGuide03
What vibe coding actually means for UK teams.
Speed with scrutiny — how we use AI tools without shipping debt.
22 Jul 2026·3 min read
Read articleWorkshop04
Cursor for product teams.
A half-day workshop on workflows that keep engineers in the loop.
09 Jul 2026·2 min read
Read articleCoaching05
1:1 delivery coaching.
Architecture reviews, AI tooling setup and release discipline.
27 Jun 2026·2 min read
Read articleBlog06
Hosting, SSL and email without the chaos.
A practical checklist for domains, certificates and mailbox hygiene.
11 Jun 2026·2 min read
Read articleGuide07
How we review AI-generated code before it ships.
The checklist our engineers run on every meaningful change — logic, data and security.
28 May 2026·3 min read
Read articleBlog08
Why your database design decides your AI velocity.
Fast scaffolding is wasted if the schema cannot survive the second feature.
14 May 2026·3 min read
Read articleWorkshop09
Shipping with agents without silent debt.
A practical session for teams already using Cursor or Copilot who need a review culture.
30 Apr 2026·2 min read
Read articleGuide10
Vulnerability checks that actually catch things.
AI scanners plus human judgement — what we look for before a release goes live.
12 Apr 2026·3 min read
Read article
Next step
Bring the brief. We bring engineers — and the platforms that make them faster.
A short discovery call. We map scope, timeline and the review bar — vibe-coded velocity with human scrutiny on code, data and security.
- Engineer-reviewed delivery
- Database & vulnerability checks
- No non-technical “builders” on your stack