The agent-tool gold rush: sell traces to labs once, sell failed trajectories as RL envs twice
himanshustwts · x · 2026-11-04
A snappy X post maps out an emerging business model for agent/dev-tool companies: build tier-1 observability infrastructure on traces, then sell agent and user trajectories to labs — and turn the failed trajectories into RL environments and sell those to labs a second time. "Congratulations, you 10x'ed your ARR."
The joke lands on a real insight: observability tools sit on the most valuable training assets of the agent era — real usage traces and failure samples — monetizable twice over.
Related event: Agent Observability Startups Monetize Trajectories Twice, Post Claims(2 posts)→
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