Target Audience
AI/ML engineers and solutions architects responsible for agent reliability in production.
Prerequisites
Prior experience building or deploying an AI agent or LLM-based application.
Learning Outcomes
- Design context and memory strategies for consistent agent behaviour
- Reduce hallucination and drift in long-running agents
- Structure retrieval and tool schemas for reliability
- Apply evaluation methods for context quality
Modules
- Context window and memory design
- Retrieval strategy and grounding
- Tool and schema design for reliability
- Evaluation and monitoring of agent context
Practical Exercises
- Redesign a provided agent context pipeline for reliability
- Evaluation harness exercise
Duration and Delivery Mode
2-day intensive (in-house or public cohort)
Credential
Certificate of completion issued by SAZKO Solutions.
HRD Corp Status


HRDC Claimable (Malaysia only). SAZKO Solutions is an HRD Corp approved training provider. HRD Corp claimability applies only to eligible Malaysian employers registered under the HRD Corp levy scheme; it does not apply to organisations outside Malaysia. Contact us to confirm claimability before enrolling.
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