Vibe code with complexity

Grow your startup
without drowning in complexity

FirstMate helps scaling startups keep their lovable product spirit while taming the complexity that comes with growth. Let your dev team focus on hard, high‑impact problems while you explore and test small changes safely—directly from an interactive functional map of your platform.

Our trusted clients
PandaPanda
Forcit.co
10M Fintech (NDA)
International bank (NDA)
Insyncr
The problem

Your platform’s complexity grows faster than your team

What started as a tight, lovable product turns into a web of features, services, and dependencies. New ideas get buried under fear of breaking things, and onboarding becomes a crash course in chaos.

Founders blocked by code complexity

  • You can’t try simple changes without pulling in senior devs.
  • Knowledge lives in scattered code and busy minds.
  • Your speed slows just when the market heats up.

Team focus diluted

  • Senior engineers spend time answering basic platform questions.
  • Complexity steals focus from solving the hard, valuable problems.
  • Backlogs fill with investigations instead of innovation.

Small tweaks feel risky

  • Impact of a simple change is hard to predict.
  • No clear view of what connects to what.
  • Every change requires careful hand‑holding from senior devs.

Scaling stalls

  • The team avoids touching older code.
  • Context gathering delays shipping.
  • Competitors move faster while you slow down.
Features

A hybrid approach to speed and safetyBuilt for scaling startups

Interactive Functional Map

Navigate Domains → Flows → Steps with direct links to code. See triggers, validations, and integrations in one place.

Feature Demo

Auto‑updated functional docs

Visual and textual documentation that updates with every change, keeping the whole team aligned.

Feature Demo

Safe functional editing

Make and apply non‑critical functional changes directly from the map—FirstMate applies them to the codebase automatically.

Feature Demo

Our process

Clarity for the complex, freedom for the simpleSo everyone works at their best

FirstMate continuously maps your code into functional domains, flows, and steps—so your team can focus on deep engineering work, while founders and product leads can safely explore and apply smaller functional changes themselves.

1

Connect your repositories

Link GitHub, GitLab, Bitbucket, or Azure DevOps and select the repos to analyze.

2

Map functional logic

FirstMate finds domains, events, validations, side effects, and cross‑service links—turning code into a navigable mental model.

3

Organize for clarity

Flows are grouped by domain and broken into exact steps with code references.

4

Empower small safe changes

Non‑critical functional changes can be made directly from the map—instantly applied to your codebase without bottlenecking senior engineers.

5

Free devs for the hard problems

With routine tweaks handled, your dev team can focus on scaling architecture and solving complex technical challenges.

6

Stay fast at scale

Every merge updates the map, docs, and safe‑change tooling so nothing goes stale.

Limited Time Offer

Choose what fits your requirements best

🎁 50% off for the first 100 customers
(23 left)

Starter

Perfect for small teams getting started

$99$49/month
Up to 5 repositories
Basic documentation templates
Email support
Core integrations
Standard analysis
Advanced AI features
Priority support
Custom templates
Most Popular

Professional

For growing teams with advanced needs

$249$149/month
Up to 50 repositories
Advanced AI chat
Custom templates
Priority support
Advanced integrations
Real-time collaboration
Analytics dashboard
White-label solution

Enterprise

For large organizations with custom requirements

$499$299/month
Unlimited repositories
White-label solution
Custom AI training
Dedicated support
On-premise deployment
Advanced security
Custom integrations
SLA guarantee