Every tool we track gets a straight call — adopt, pilot, watch or skip — for a team of 2–20 with limited engineering hours. 33 clear the bar for production this quarter. 43 carry a licence that bites if you ship them inside something you sell.
firecrawl — Turns any website into clean markdown an LLM can read, including pages that need JavaScript to render.
mem0 — A memory layer that lets an AI assistant remember facts about a user across separate conversations.
litellm — One API in front of every model provider, with per-key spend limits, logging and automatic failover.
rtk — CLI proxy reducing LLM token usage
kestra — Open-source workflow orchestration platform
supervision — The connective tissue around vision models: drawing boxes, counting objects, tracking across frames, zone logic.
MoneyPrinterTurbo — AI-powered short video generator
SkillSpector — AI security scanner for agent skills