22 tools that compete with or replace Spanly. Ranked by direct product-type match — not generic category overlap.
Open-source AI observability for LLM agent tracing and evaluation.
Open-source MCP server for live Chrome browser control and DevTools debugging
Unify LLM evaluation, observability, and red teaming in one shared workspace.
Fast web crawling, scraping, and search API for AI agents
Co-own and monetize AI agents with on-chain ownership and staking rewards.
AI agents that handle on-call and production operations so engineers can build.
Sovereign domain-specific SLLMs for European enterprises & government.
Eval engineering platform that turns evals into production guardrails at 96% lower cost.
Unified ML and analytics platform for end-to-end model lifecycle on AWS.
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