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Notes from building agents in production

Practical writing about what actually works when agents touch real systems and real customers.

  • Practitioner notes
  • No vendor fluff
  • Updated as we learn
In production

Every post comes from real runs

Specific

Access models, not manifestos

Free

No gate, no form

Why prompt libraries stop scaling

Teams start with a shared doc of prompts and end up with drift, duplication, and no audit trail. What to do instead.

Giving an agent write access, safely

The access model we landed on: per-agent integrations, explicit instructions about escalation, and a run log you can actually read.

Reading about agents is slower than building one

Spin up a free workspace and try the pattern from any post.

Start free

When offline is the only option

How regulated teams get automation value without ever sending a record outside their network.

Common questions

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Send it to hello@orqana.ai. The posts people ask for tend to be the ones worth writing.

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