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    [ 00 ]Ammeter Labs // Engineering Studio

    We build software
    that runs when no one is watching▍

    Engineering studio building mobile apps, web platforms, AI automation, and the infrastructure that holds them up. Fast. Production-grade. Researched.

    ship.log
    live
    17:42SHIPlabs/blog · case-study v1
    17:28MERGEfeat/labs-blog → main
    16:51TESThosting regression · PASS
    15:09REVIEWmobile scan flow · LGTM
    14:20DEPLOYammeterventures.com · v4.2
    12:11CLAIMrace fix · atomic UPDATE
    09:04COMMITtighten nav · 3 files
    08:47SHIPobservability · wired
    >_
    04
    Disciplines
    08/WK
    Typical build
    15+YR
    Team experience

    Our product · 75 Day Coach

    The alarm you can’t ignore.

    A coach that phones you every morning until you pick up, and every night until you’ve reported on your habits. You choose the habits, the hour and the length, from 20 to 100 days.

    Morning
    It calls every five minutes until you pick up, then reads back yesterday and your streak.
    Night
    It keeps calling until every habit has an answer. An honest zero still closes the day.
    Miss a day
    You lose the streak, not the challenge. Day forty stays day forty.
    See 75 Day CoachInvite only for now

    Incoming · 5:30 AM

    The Coach

    calling again in five minutes

    First run: 19 of 20 days reported

    [ 01 ]The work

    Four disciplines.
    One practice.

    We don’t staff a brief with contractors and stitch it later. The same team handles the mobile client, the web platform, the automation, and the infra it all runs on.

    [01]

    Mobile

    // Field-grade clients

    Cross-platform iOS and Android apps in Flutter — from field-ops tools to consumer products, shipped to both stores.

    FlutterDartiOSAndroid
    [02]

    Web

    // From marketing to SaaS

    React and Next.js platforms — from fast marketing sites to multi-tenant SaaS. Accessible, server-rendered, performance-budgeted.

    ReactNext.jsTypeScriptTailwind CSS
    [03]

    AI automation

    // Pipelines, not demos

    LLM-powered workflows, content systems, and document processing. Graded against real distributions, not curated test sets.

    LLM orchestrationDocument AIWorkflow engines
    [04]

    Infrastructure

    // Built to outlast the launch

    Java and Spring Boot services, Postgres at the core, Docker, Nginx, GitHub Actions. Engineered for years, not quarters.

    Java 17Spring BootPostgreSQLDockerNginx
    [ 03 ]From the journal

    We publish
    what we learned.

    Long-form engineering retrospectives from real production work. No listicles. No thought leadership. Just what we shipped, what broke, and what changed.

    ▸ Read the journal
    [ 04 ]Stack

    Battle-tested tools.
    No novelty tax.

    Boring technology, picked deliberately. The interesting work is what we build with these tools — not the tools themselves.

    Flutter
    React
    Next.js
    TypeScript
    Java
    Spring Boot
    PostgreSQL
    Flutter
    React
    Next.js
    TypeScript
    Java
    Spring Boot
    PostgreSQL
    Firebase
    Supabase
    AWS
    Alibaba Cloud
    Docker
    Nginx
    GitHub Actions
    Firebase
    Supabase
    AWS
    Alibaba Cloud
    Docker
    Nginx
    GitHub Actions
    [ 05 ]Field rules

    Five rules we
    actually ship by.

    R01

    Grade what you ship against the world it ships into.

    R02

    Durable first. Then fast on top of durable.

    R03

    Concurrency is a database problem. Solve it there.

    R04

    Positive examples beat negative rules.

    R05

    Ship the feature. Then put the audit on the calendar.

    [ 06 ]Start a brief

    Building something that has to last?
    Tell us about it.

    Accepting briefsQ2 · 03 slots
    Honest reply within a business day — on fit, feasibility, and timing. Whether we’re the right studio for it or not.