In practice

One breaking change,
start to finish.

A provider ships a breaking change upstream overnight. By morning there is a pull request on your branch that fixes it, with your tests passing in an isolated container.

browniie
~/acmezshLive

                      
00:00

Autonomous API
maintenance.

Browniie watches hundreds of the most popular APIs, and when a provider ships an upstream breaking change, it detects the exact changes that break your code and opens a pull request with a fix in minutes.

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How it works

From their change
to your branch.

We call it SWARM: five steps that run around the clock, so nobody on your team has to.

Scan

Scan your codebase

Browniie reads your codebase and maps every external API call down to the file and line, across Python, TypeScript, JavaScript, Ruby, Go, and Java.

src/payments/checkout.ts:41 · stripe.checkout.sessions.create
Watch

Watch the vendors

Every day Browniie captures the specifications and SDKs of hundreds of the most popular API providers and stores them permanently: a record of exactly what each one looked like on each day.

stripe · 2026-08-28 · openapi + sdk stored
Analyze

Analyze the impact

When a provider ships a change, Browniie works out whether it touches your code, and where. If it doesn't, you hear nothing.

payment_method_types removed · 14 call sites · 3 files
Report

Report it to you

What changed, which lines it hits, and how it will be fixed, delivered where your team already works: a GitHub issue, a pull request comment, Slack, or email.

stripe · breaking · checkout.ts:41 and 13 more
Mend

Mend it, open a PR

Most fixes are deterministic rules built from the provider's own migration guide. When no rule fits, an AI drafts one that has to pass your test suite in an isolated container first. Either way, a pull request lands in minutes.

-payment_method_types: ["card"],
+payment_method_configuration: PMC_ID,
The gap

Nobody reads the changelog.
And nothing you run tells you which lines it just broke.

A typical company calls a dozen or more external services. Those providers change constantly, and the code calling them breaks quietly. Every break is engineering time spent keeping old code alive instead of building what's next.

Dependency bots watch packages.

Not the web APIs you call. A provider can remove a field without shipping a new SDK version, and nothing in your lockfile moves.

Status monitors watch uptime.

They tell you something changed. They have never read your code, so they cannot tell you whether it matters.

changes shipped this month
across your vendors
  • StripeBreakingpayment_method_types removed from Checkout
  • OpenAIDeprecatedAssistants API scheduled for retirement
  • TwilioBreakingProgrammable Chat reaches end of life
  • AWSBreakingS3 ACLs disabled on new buckets
  • SlackDeprecatedLegacy workspace tokens retired
  • Auth0BreakingRefresh token rotation now mandatory
  • PlaidAddedCursor-based transaction sync
  • SendGridDeprecatedv2 mail send removed

Illustrative.

Deprecation emails get archived.

A ninety-day notice about a field you might not use loses to whatever is due on Friday. Every time.

Modes

You choose how much authority it gets.
Per repository, and reversible.

Start at Report. Move down when the drafts have earned it. No mode merges anything, and no mode writes to your default branch.

Tell me.

A GitHub issue, a pull request comment, Slack, or email. Stays quiet when nothing has happened, which is most days.

No write access

Draft it for me.

Opens a draft pull request you review and merge. Every draft is labeled by what produced it and how it was verified.

Pull requests

Just fix it.

Applies verified fixes straight to a branch. Rule-based changes and test-passing drafts, no waiting on a reviewer.

Branches
01 / 03
Safety

It fixes your code without breaking it.
We will never ship you a break.

Deterministic first, tested always. If a change can't pass your own test suite, it never becomes a pull request.

Read the security model
02

Tested before you see it.

Fixes are verified against your own suite with no network interface, no inherited environment, and no mounted credentials. A draft that fails is discarded.

+
03

Reports carry paths, not code.

What leaves is file paths, line numbers and symbol names, built from an allowlist of fields. Source is not something the payload has a place for.

+
Your dependencies are watched. The APIs behind them aren't.
Think of Browniie as an autonomous janitor for your codebase: it keeps the integrations clean so your team can spend its time on new features, not on maintenance.

APIs change.
Your code should keep up.

Try Browniie on your next upstream break. We're onboarding a first group of teams before opening it up. If your codebase calls more than a handful of external APIs, leave your email.

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