AI · alternatives · 2026
24 alternatives to Middleware
Observability copilot to resolve production issues instantly
Middleware is a cloud observability platform that monitors infrastructure, logs, and application performance in one place. It uses AI to automatically detect issues and provides real-time data access. The platform is… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Middleware launched in 2023; newer entries below may have overtaken it.
- 1
- 2
OpenTelemetry-native observability for agents and LLMs
Aug 2026 · openobserve.ai · its alternatives →
- 3
Middleware▲257Open-source DORA metrics for software engineering teams
2024 · github.com · its alternatives →
- 4
Latitude▲685Open-source AI agent monitoring platform. Full observability into what
2024 · latitude.so · its alternatives →
- 5
Preempt performance and scaling issues in pre-production
2025 · digma.ai · its alternatives →
- 6
- 7
KloudMate▲279Logs, metrics, and traces in one platform. KloudMate helps engineers find and fix issues fast. Ask the built-in AI assistant to help track down the cause.
2023 · kloudmate.com · its alternatives →
- 8
LLMWare▲358Dev tool to make AI apps to deploy privately or locally
2024 · llmware.ai · its alternatives →
- 9
Obserware▲71Interactive system monitoring for GNU/Linux distributions
2021 · gitlab.com · its alternatives →
- 10
Dynamically instrument Live applications from your IDE
2023 · lightrun.com · its alternatives →
- 11
Your observability stack, managed by us completely for free
2021 · grafana.com · its alternatives →
- 12
MatosSphere▲39Observability Remediation to IT, DevOps, Cloud Engineering
2021 · cloudmatos.com · its alternatives →
- 13
- 14
- 15
Small Hours▲141AI-powered software observability and root cause analysis.
2024 · smallhours.dev · its alternatives →
- 16
- 17
Baselime▲120Observability & error tracking for cloud applications
2024 · baselime.io · its alternatives →
- 18
Hi HN! We’re the team behind Fiddler, and we recently built an Agent Cache feature. It works by capturing an LLM request/response pair and, once caching is enabled, serving subsequent matching calls locally so duplicate requests never hit the provider. It’s meant to reduce three pains that show up together in agent development: token cost, feedback-loop latency, and output non-determinism. We’d love to hear your thoughts.
Aug 2026 · telerik.com · its alternatives →
- 19
With the OpenDataDiscovery Platform, you can collect metadata from any data source, regardless of format or location. This powerful platform provides data discovery, observability, and trust for your entire data pipeline.
2022 · opendatadiscovery.org · its alternatives →
- 20
A common open source approach to observability will begin with databases and visualizations for telemetry - Grafana, Prometheus, Jaeger. But observability doesn’t begin and end here: these tools require configuration, dashboard customization, and may not actually pinpoint the data you need to mitigate system risks. Coroot was designed to solve the problem of manual, time-consuming observability analysis: it handles the full observability journey — from collecting telemetry to turning it into actionable insights. We also strongly believe that simple observability should be an innovation…
2025 · github.com · its alternatives →
- 21
A programmable, observable and distributed job orchestration system. - odin/README.md at master · theycallmemac/odin
2020 · github.com · its alternatives →
- 22
An open source observability stack for your backends
2023 · autometrics.dev · its alternatives →
- 23
Hey HN, we're Justin and Cole, the founders of Helicone (https://helicone.ai). Helicone is an open-source platform that helps teams build better LLM applications through a complete development lifecycle of logging, evaluation, experimentation, and release. You can try our free demo by signing up (https://helicone.ai/signup) or self-deploy with our new fully open-source helm chart (https://helicone.ai/selfhost). When we first launched 22 months ago, we focused on providing visibility into LLM applications. With just a single line of code, teams could…
2025 · github.com · its alternatives →
- 24
Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.
2015 · ruxit.com · its alternatives →
Also compare
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →