@jdobruchowski

Apex 26.1 Nice token limit error

May 28 · 3 min read · This one caught me with my guard down. While testing NL2IR and the built-in Token Limit, I kept hitting this message: "An unexpected error occurred." Not very helpful. I looked at the AI response ha

Reducing Oracle Apex AI Costs

May 22 · 14 min read · Natural Language to IR in Oracle APEX 26.1 is great. It is also expensive. When I looked at the requests going out for NL2IR, a normal call was around 17k tokens. The important part is that roughly 15

Custom LLM Service for Natural Language to IR

May 21 · 3 min read · Normally, when you create any LLM-enabled component in APEX, you can choose which LLM service it should use. The main exception is the new Natural Language to IR feature in Apex 26.1. This post shows

Apex 26.1 Per User Token Management

May 19 · 4 min read · Oracle APEX 26.1 brings more AI features than ever.More AI features means more governance, especially around token usage. APEX can limit token usage per service over 24 hours, but not directly per app

SQLCL liquibase tags explained #JoelKallmanDay

Oct 11, 2023 · 13 min read · Preface Here at Pretius we love Liquibase. It is a perfect tool that works at many levels of complexity, from simple generate schema no git setup to complex CI\CD pipelines that automatically install and upgrade dozens of environments. In this articl...