Your team ships features.
Nobody ships the tracking.

It's not a priority problem. It's a capacity problem. Every eng team agrees: new features need instrumentation. But sprint after sprint, tracking code loses to feature work. The backlog grows. Dashboards stay empty.

A steward is a narrow-scope AI agent that does one thing: watch your repo, write the analytics instrumentation, and open PRs. Like a junior employee whose only job is tracking code — who never takes a day off.

Get your steward — free during beta → See how it works ↓

The diagnosis

Every uninstrumented feature is a business decision made blind.

What actually happens

Feature ships on Monday. No tracking events.
"Add analytics" ticket created. Sits at P3.
PM asks "how's the new flow doing?" two weeks later.
Eng hacks a query from raw logs. It's incomplete.
Decision gets made on gut feel. Or delayed.

What it costs you

A/B tests can't run on uninstrumented flows
Revenue attribution is guesswork
Product reviews devolve into opinion fights
Funnel analysis is impossible without events
Eng time wasted retroactively adding tracking

What a steward ships

Real PRs. Your framework. Your conventions.

This is what lands in your repo within hours of a feature merge — not a reminder, not a Jira ticket. Working code.

PR #312 · analytics-steward[bot] · Add instrumentation for checkout redesign

src/components/Checkout/PaymentStep.tsx

+ import { track } from '@/lib/analytics';
+
+ // Track payment method selection
+ track('checkout.payment_method_selected', {
+   method: selectedMethod,
+   cart_value: cart.total,
+   item_count: cart.items.length,
+ });

src/components/Checkout/OrderConfirmation.tsx

+ // Track successful purchase
+ track('checkout.completed', {
+   order_id: order.id,
+   revenue: order.total,
+   payment_method: order.paymentMethod,
+ });
+
+ // Track abandonment on back navigation
+ track('checkout.abandoned', {
+   step: currentStep,
+   time_on_step_ms: Date.now() - stepStartedAt,
+ });

Three steps

Install. Merge. Instrumented.

No new tools. No dashboards. No workflow changes. Your steward works entirely through GitHub.

Connect your repo

Install the GitHub App. Tell it which analytics SDK you use — Segment, Amplitude, Mixpanel, PostHog, or your custom setup. Takes two minutes.

Ship features normally

Your team keeps working exactly as they do today. When feature PRs merge, the steward reads the diff and determines what needs tracking — page views, events, funnels, error states.

Review & merge the PR

The steward opens a follow-up PR with real instrumentation code. Your framework, your naming conventions. Review it like any other PR. Merge when ready.

The math

Analytics instrumentation has a P&L.

Every product decision depends on data. Every data point depends on instrumentation. Instrumentation depends on capacity you don't have.

<1hr

Time to instrumented

Features are tracked within hours of merge, not quarters. Dashboards light up on day one.

Eng hours spent on tracking

Your team ships features. The steward ships the instrumentation. Nobody context-switches into "analytics mode."

100%

Feature coverage

No more blind spots. Every flow, every button, every error boundary — instrumented consistently.

For engineering leaders

"How should my team use AI?"

Start here. Stewards are the simplest answer: narrow scope, real output, zero workflow change. No one needs to learn a new tool or change how they work.

Not a copilot. Capacity. Copilots help engineers write code faster. Stewards do work engineers never get to. The analytics backlog exists because nobody has time — not because nobody knows how.

PRs, not magic. Everything ships as a pull request. Your team reviews it. Full git history. No black box. No "AI-generated" asterisk — just code that follows your patterns.

Scoped by design. One mission: analytics instrumentation. It doesn't refactor your code, open random issues, or suggest architecture changes. Narrow scope is the whole point.

Lower risk than a new hire. No onboarding. No 1:1s. No performance reviews. If the PRs aren't useful, stop merging them. Try that with a contractor.

Common questions

What analytics providers do you support?

Segment, Amplitude, Mixpanel, PostHog, Rudderstack, and any custom analytics wrapper. The steward learns your SDK's API surface and matches your existing patterns.

What if the steward gets it wrong?

Same thing that happens with any PR — you request changes or close it. The steward learns from review feedback and improves over time. Worst case: you don't merge. No harm done.

Does it work with monorepos?

Yes. Point it at specific paths or packages. It understands workspace boundaries and shared analytics libraries.

What frameworks do you support?

React, Next.js, Vue, Svelte, Angular, and server-side Node/Express or Python/Django flows. If your team writes it, the steward can instrument it.

Your analytics backlog,
shipped automatically.

Every new feature instrumented. Every business decision backed by data. Zero engineer time spent writing tracking code.

Get started free →

Your team ships features. Nobody ships the tracking.