Engineering7 min read
Why every agent run needs a timeline
A reply is not an outcome. If you cannot see which step failed and what it was given, you are not operating an agent — you are hoping.
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Product decisions, engineering lessons and practical observations from teams shipping observable agent workflows.
A reply is not an outcome. If you cannot see which step failed and what it was given, you are not operating an agent — you are hoping.
Read articleToken pricing is the input. What the business cares about is what a qualified lead or a resolved ticket costs — and those are not the same number.
Read articleTeams often treat a human step as an admission the automation is incomplete. In the places where it matters most, it is the reason the automation is allowed to exist.
Read articleRetrieval makes answers better. It also makes them more confidently wrong, unless you check that the citation actually supports the claim.
Read articleLatency budgets, interruption handling, and why the transcript matters more than the recording.
Read articleMost agent interfaces are designed around the happy path. The screens people actually stare at are the ones where something went wrong.
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