Telemetry your AI can trust

Observability startswith good telemetry

OllyGarden helps teams find and fix bad telemetry before it reaches any observability backend, giving engineers and AI agents data they can rely on — from pull request to production.

See How It Works

Why Telemetry Quality Matters

Bad telemetry makes observability harder to trust

As systems grow, telemetry often becomes noisy, incomplete, inconsistent, or unsafe. This creates problems that show up too late: higher observability bills, slower incident response, unreliable AI recommendations, and sensitive data ending up where it should not.

OllyGarden helps teams catch and fix these issues earlier, before bad telemetry becomes expensive, risky, or misleading.

Noisy telemetry
Too many low-value signals make it harder to find what actually matters.
Missing context
Incomplete traces, logs, or metrics slow down debugging and incident investigation.
Sensitive data leakage
PII, credentials, or unsafe attributes can appear inside telemetry pipelines.
Unreliable AI decisions
AI agents depend on telemetry. If the data is wrong, their recommendations are wrong too.

The New Reality

Humans wrote codeNow agents do too

More code, same context
Coding agents now write much of the new code. They instrument it with the context they have, which rarely includes your conventions or what your team needs to see during an incident.
Review can’t keep up
Your observability engineers know what good instrumentation looks like. They can’t read every pull request in every repository.
The gap grows with every merge
A pattern that slips through gets copied into the next service. By the time it shows up on a bill or in an incident, it is in every repository.
More code, more telemetry
More services, more signals, more to run. Your Collectors carry it and your backend stores it, whether or not the data is worth keeping.

82%
Of logs were duplicates at a fintech we audited.
63%
Of trace data was waste at another company.
5 of 6
Audits surfaced leaked credentials or personal data.

From OllyGarden telemetry audits.

What people are saying

Voices from engineers and observability leaders working with OpenTelemetry®, telemetry quality, and production systems.

Blake IrvinPlatform Engineering Leader

Most teams don’t look at telemetry quality until there’s an incident.

André FicheHead of Observability

The insights you’re bringing are gold. No backend today brings this so digested.

Adriel CardosoEngineering Leader

We’re focused on operational efficiency. OllyGarden makes a lot of sense for us.

Luke MundyStaff Security and Reliability Engineer

I feel like we can now effectively make ’instrumentation quality’ an actual engineering KPI instead of maintaining a vague best-practice doc nobody reads.

We take security seriously

Security you can trust

OllyGarden has completed a SOC 2® Type II examination.

AICPA SOC seal for service organizations

How OllyGarden Works

From pull request to production

We don’t replace your observability backend. We make whatever you run send cleaner, cheaper, more trustworthy data.

OllyGarden RoseAI instrumentation agent

2open pull request

Your service

3telemetry

Org context & skills

CollectorOpenTelemetry Collector

telemetry

Your observability backend

telemetry

OllyGarden InsightsAI telemetry analyzer

1findings back to Rose

Insights analyzes your telemetry and finds what’s missing or wrong in your instrumentation.
Rose opens a pull request to fix it at the source, guided by your org context and skills.
Your team reviews and merges it, new telemetry is sent, and the loop starts over.

Use one or both. Rose and Insights each work independently, so you can choose the product that fits your needs.

Explore the Products Talk to Us

OllyGarden Rose
Fix instrumentation at the source
Rose reviews your code and helps improve OpenTelemetry instrumentation before bad patterns spread across repositories.
Learn More
OllyGarden Insights
Analyze and score telemetry quality
Insights detects quality issues across your services and helps teams understand where telemetry is breaking down.
Learn More