# Telemetry Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/telemetry
> Markdown URL: https://aitinkerers.org/technologies/telemetry.md
> Technology record last updated: 2026-03-04T05:50:19Z
> Generated: 2026-10-22T20:56:35Z

Telemetry is the automated collection and transmission of real-time performance data from remote systems to a central monitoring hub.

Modern infrastructure relies on telemetry to transform raw system behavior into actionable intelligence. By deploying agents like OpenTelemetry (OTel), operators capture high-fidelity traces, metrics, and logs across distributed architectures. This stack provides the visibility needed to debug a 500ms latency spike in a microservice or monitor CPU saturation on a Kubernetes node. It is the tactical foundation for observability: moving data from the edge to platforms like Prometheus or Grafana so teams can maintain 99.9% uptime.

- Official technology site: https://opentelemetry.io
- Public AI Tinkerers demos and talks: 2
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Easy LLM monitoring with LangKit](https://seattle.aitinkerers.org/talks/rsvp__DVUgn_NVkA)

- Event context: AI Tinkerers Seattle - July Meetup — 2023-07-27 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp__DVUgn_NVkA

### [ResolveML](https://sf.aitinkerers.org/talks/rsvp_wdvXPbKMVq4)

- Event context: AI Tinkerers SF July 6th - RSVP REQUIRED — 2023-07-07 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_wdvXPbKMVq4

## Related Technologies

- [Alerts](https://aitinkerers.org/technologies/alerts) ([Markdown](https://aitinkerers.org/technologies/alerts.md)) — 1 public demo
- [LangKit](https://aitinkerers.org/technologies/langkit) ([Markdown](https://aitinkerers.org/technologies/langkit.md)) — 1 public demo
- [LLM](https://aitinkerers.org/technologies/llm) ([Markdown](https://aitinkerers.org/technologies/llm.md)) — 123 public demos
- [LLMs](https://aitinkerers.org/technologies/llms) ([Markdown](https://aitinkerers.org/technologies/llms.md)) — 84 public demos
- [Monitoring](https://aitinkerers.org/technologies/monitoring) ([Markdown](https://aitinkerers.org/technologies/monitoring.md)) — 2 public demos
- [ResolveML](https://aitinkerers.org/technologies/resolveml) ([Markdown](https://aitinkerers.org/technologies/resolveml.md)) — 1 public demo
- [Surrogate models](https://aitinkerers.org/technologies/surrogate-models) ([Markdown](https://aitinkerers.org/technologies/surrogate-models.md)) — 1 public demo
- [WhyLabs](https://aitinkerers.org/technologies/whylabs) ([Markdown](https://aitinkerers.org/technologies/whylabs.md)) — 1 public demo