Steel is an open-source browser API purpose-built for AI agents, providing managed headless browser sessions with anti-bot bypass, proxy rotation, CAPTCHA solving, and session persistence. It handles the infrastructure layer that browser automation agents like Browser Use and Stagehand run on top of. Self-hostable or available as a cloud service. Over 6,000 GitHub stars.
Best MLflow Alternatives
3 editor-verified alternatives · MLflow overview →
source: tools.alternatives · stored order · active records only; review scores are annotations and never change membership or order
Trigger.dev is an open-source platform for building and deploying background jobs, AI agents, and long-running workflows in TypeScript. It eliminates serverless timeouts with durable task execution, automatic retries, queue-based concurrency control, and elastic scaling. Used by 30,000+ developers at companies like MagicSchool and Icon.com, it processes hundreds of millions of agent runs monthly. Backed by a $16M Series A led by Dalton Caldwell's Standard Capital fund.
Braintrust is an AI observability and evaluation platform for tracing LLM applications, building datasets, running prompt/model experiments, scoring outputs and turning production feedback into regression tests. It fits teams that need repeatable quality gates for AI releases rather than one-off prompt demos.
Open-source MLflow alternatives
Steel, Trigger.dev — see all open-source developer tools.
Free MLflow alternatives
Trigger.dev, Braintrust offer a free plan or free tier.
MLflow head-to-head
FAQ
What is the best MLflow alternative?
Steel tops our editor-verified list of 3 MLflow alternatives.
Are there open-source MLflow alternatives?
Yes — Steel, Trigger.dev are open source.
Are there free MLflow alternatives?
Yes — Trigger.dev, Braintrust offer a free plan or free tier.