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Belgium-based AI recruitment platform Spott raised a $21M Series A led by Balderton, with Base10, YC, and Fortino participating, bringing total funding to $24M (Chris Metinko/Axios)

Spott, a recruitment management platform, raised a $21 million Series A led by Balderton Capital, CEO Lander Degreve tells Axios Pro exclusively.

We haven't written up this one. Techmeme has the full story — the link below goes straight to it.

Read the original at axios.com →

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5 Guardrails That Keep an LLM Agent Shippable in Production

An LLM agent that demos well and an LLM agent that survives production are almost different projects. The demo needs the happy path. Production needs everything else.

  • Limit agent to small set of tools with typed inputs and server-side validation
  • Place human in the loop for high-stakes actions, establish clear threshold
  • Build evaluation harness with real cases for every change

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