Deploy it, watch it, keep it running

Your capstone in production: containerised, deployed by CI with an eval gate, traced, and ready to show an employer.

A4AdvancedLockedHuman in the loop and deploymentEvaluation and testingCost

Why this build, here

A portfolio project that is live, monitored and tested says more than a certificate. This lesson turns the builds above into one app you can demo from your phone in an interview.

The build, step by step

  1. Put it in a container

  2. Gate every deploy

  3. Trace every request

  4. Plan for the provider failing

  5. Write the README an employer reads

The steps, checks and practice open with a code

You can see what this lesson builds. The detail of each step, the finished-when checks and interview scoring come with the K850 practice, along with weekly build sessions and code review.

Codes come with the K850 practice. Book a place

Read and run

Interview practice

Questions on this topic from AI Engineering Interview Questions, company-wise, with the companies it lists. Write your answer the way you would say it; Jev scores it and DeepSeek tells you what to add.

Scoring opens with an access code. You can still read the questions and prepare.

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