THE KELVIS JOURNAL
Thinking through
what comes next.
Engineering notes, product decisions, and practical ideas from building with AI.
The missing layer in AI agents is feedback.
A good agent does more than take the next action. It knows whether the last one worked.
Latency is a budget, not a headline.
Why a 100ms control action and a fast end-to-end workflow are very different things.
Before better outreach, build a better brief.
A practical research structure that helps a human decide whether a conversation is worth starting.
Building in the open. Starting with your workflow.
How we are approaching limited betas, design partnerships, and the products that come next.
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