Prompt and context engineering specialists for your dedicated team.
Prompt and context engineering is the design of what a model receives: instructions, examples, retrieved material, tool definitions and output format. It is the primary lever on quality before fine-tuning is considered.
Where prompt and context engineering fits in a long-term product team.
Context selection matters more than prompt wording, and teams spend their effort the other way round. Which documents are retrieved, how much history is included and what is omitted determines what the model can possibly get right; phrasing adjusts how it uses what it has.
Long contexts are not uniformly attended to. Material in the middle of a large context is used less reliably than material at the start or end, so placing critical instructions and the most relevant passages at the boundaries is a real technique.
What your dedicated team does with prompt and context engineering.
Prompts are production code and belong under the same discipline. Version control, review and evaluation before deployment: a prompt edited directly in a console is an untracked production change with no rollback.
Holding that standard is what separates a system that improves from one that drifts, and it is part of what is agreed as a committed monthly capacity for AI work.
Common prompt and context engineering use cases.
- Context chosen deliberately What is retrieved and included decided by measurement.
- Critical material placed at the boundaries Instructions and key passages positioned where attention is most reliable.
- Prompts under version control Changes reviewed and evaluated before release.
Adding prompt and context engineering skills to your team.
Prompt engineering sits with the AI engineers we assign to you, treated as production code.
At Azendo, prompt and context engineering work sits with a dedicated AI engineering team. You can add prompt and context engineering capacity as one dedicated specialist or as part of a wider remote team, managed by a service delivery manager from our offices in Thailand. Companies hire dedicated developers this way under one agreement and one monthly fee.
Tell us what your roadmap needs prompt and context engineering for.
A service delivery manager will reply with the specialists we'd suggest, the monthly capacity and what the first month looks like.
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We reply within one business day.