# Monitoring Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/monitoring
> Markdown URL: https://aitinkerers.org/technologies/monitoring.md
> Technology record last updated: 2026-03-04T05:50:21Z
> Generated: 2026-10-25T02:55:40Z

High-dimensional data collection and alerting for cloud-native infrastructure.

Monitoring is the operational heartbeat of any production system. We use tools like Prometheus and Grafana to transform raw metrics into actionable intelligence. By scraping time-series data (CPU usage, request latency, or error rates) every 15 seconds, we gain a granular view of cluster health. This setup allows us to define precise alerting rules (e.g., firing a PagerDuty notification if 95th percentile latency exceeds 300ms) so we can kill bottlenecks before they impact users. It is about moving from reactive guesswork to proactive, data-driven engineering.

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

## Recent Public Talks and Demos

### [ibaAgent: Agentic time-series analysis.](https://nurnberg.aitinkerers.org/talks/rsvp_DcXjk1ibxVU)

- Event context: AI Tinkerers Nürnberg: April Meetup — 2026-04-22 — Nürnberg
- Public talk page: https://nurnberg.aitinkerers.org/talks/rsvp_DcXjk1ibxVU

### [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

- [Agent](https://aitinkerers.org/technologies/agent) ([Markdown](https://aitinkerers.org/technologies/agent.md)) — 12 public demos
- [Alerts](https://aitinkerers.org/technologies/alerts) ([Markdown](https://aitinkerers.org/technologies/alerts.md)) — 1 public demo
- [Docker](https://aitinkerers.org/technologies/docker) ([Markdown](https://aitinkerers.org/technologies/docker.md)) — 151 public demos
- [LangChain](https://aitinkerers.org/technologies/langchain) ([Markdown](https://aitinkerers.org/technologies/langchain.md)) — 448 public demos
- [Langfuse](https://aitinkerers.org/technologies/langfuse) ([Markdown](https://aitinkerers.org/technologies/langfuse.md)) — 13 public demos
- [LangGraph](https://aitinkerers.org/technologies/langgraph) ([Markdown](https://aitinkerers.org/technologies/langgraph.md)) — 70 public demos
- [LLMs](https://aitinkerers.org/technologies/llms) ([Markdown](https://aitinkerers.org/technologies/llms.md)) — 84 public demos
- [OpenAI GPT](https://aitinkerers.org/technologies/openai-gpt) ([Markdown](https://aitinkerers.org/technologies/openai-gpt.md)) — 3 public demos
- [OpenAI GPT models](https://aitinkerers.org/technologies/openai-gpt-models) ([Markdown](https://aitinkerers.org/technologies/openai-gpt-models.md)) — 2 public demos
- [Orchestration](https://aitinkerers.org/technologies/orchestration) ([Markdown](https://aitinkerers.org/technologies/orchestration.md)) — 7 public demos
- [Postgres](https://aitinkerers.org/technologies/postgres) ([Markdown](https://aitinkerers.org/technologies/postgres.md)) — 13 public demos
- [ResolveML](https://aitinkerers.org/technologies/resolveml) ([Markdown](https://aitinkerers.org/technologies/resolveml.md)) — 1 public demo
- [Telemetry](https://aitinkerers.org/technologies/telemetry) ([Markdown](https://aitinkerers.org/technologies/telemetry.md)) — 2 public demos