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July 8, 2026

Harness Tuning, Agent Infrastructure, and What's Actually Shipping

AI PM Research

Wednesday, July 8, 2026

Harness Tuning, Agent Infrastructure, and What's Actually Shipping

The theme today is agent infrastructure maturing in real, concrete ways: LangChain shows you can match frontier model performance by tuning scaffolding instead of the model, Lenny builds a Claude harness for Sentry bug triage and walks through exactly how it works, and LangChain + NVIDIA ship a governed blueprint for running coding agents on sensitive enterprise workloads.

Also today

  • Lenny Rachitsky
  • Mistral AI
  • Aravind Srinivas / Perplexity
  • Ammaar Reshi
  • Figma
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