Self-hosted alternatives to observability-and-instrumentation
5 self-hosted AI Skills apps to use instead, best rated first.
Top picks
- C

claude-to-deerflow
Launchclaude-to-deerflow is an agent skill that lets an assistant send messages and questions to a running DeerFlow instance through its HTTP API. DeerFlow is an AI agent platform built on LangGraph that orchestrates sub-agents for research, code
Self-hosted
- O

open-notebook
Launchopen-notebook is an agent skill for organising research with Open Notebook, a self-hosted alternative to NotebookLM. It arranges sources, notes and AI conversations into research notebooks. Sources can be PDFs, web pages, audio, video and O
Self-hosted
- R

Reactive Resume
LaunchReactive Resume is a free and open-source resume builder for writing resumes and cover letters, checking the work, and tracking job applications. You create a free account, import an existing resume or start from scratch, and see the finish
Open sourceSelf-hosted
- S

self-hosted-funnel-launch
LaunchSelf-hosted funnel launch is an agent skill that takes a funnel from an empty install to published on infrastructure you control, using the Autonnel funnel builder, which is licensed Apache-2.0. The result covers a landing page, checkout, a
Self-hosted
- G

get-convex/convex-backend
LaunchConvex is an open-source reactive database for web app developers. It combines a database, a place to write server functions in pure TypeScript, and client libraries that keep the app's data live, so screens update as the data changes. Beca
Self-hosted
About observability-and-instrumentation

observability-and-instrumentation
Instruments code so production behavior is visible and diagnosable
observability-and-instrumentation is an agent skill from Addy Osmani's agent-skills collection that makes code's production behavior visible and diagnosable. Observability is the ability to answer what the system is doing and why, from the outside, using the telemetry the code emits. The skill's principle is that instrumentation is not an add-on after launch. It is written alongside the feature, the same way tests are, because if a feature ships without telemetry, the first bug a user reports becomes archaeology instead of a query. The skill applies when building any feature that will run in production, adding a service, endpoint, background job or external integration, when a production incident took too long to diagnose, when setting up or reviewing alerting rules, and when reviewing a pull request that adds I/O, retries, queues or cross-service calls. It names three things it does not cover: diagnosing a failure that is happening now, which belongs to the debugging skill; profiling and optimizing measured slowness, which belongs to the performance skill; and launch-day monitoring checklists and rollback triggers, which belong to the shipping-and-launch skill.
- Price
- Free
- Made by
- addyosmani
- Category
- AI Skills
- Website
- github.com/addyosmani/agent-skills/observability-and-instrumentation