Blog

• Building a useful agent · Memory · July 9, 2026

  Memory and dreams: creating the next generation of AI assistants

  Getting access to ChatGPT felt like having an expert you could ask anything. But it was a new expert every time. You always started from the beginning. A good colleague or friend is rarely the one who knows the most; they are the one who knows you, your work, your situation. What they have that the expert doesn't is a shared history. Memories.

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• July 2, 2026

  Mistral vs. Claude on our onboarding: 4× faster, 30% cheaper

  We put Mistral Medium 3.5 up against Claude Sonnet 4.6, the model behind our onboarding agent, on our own workload. Mistral came out about 4× faster and 30% cheaper, at near-equal quality. For this particular job it turned out to be a surprisingly good fit, for reasons specific to how onboarding actually runs.

  Read → 4 min