AMAZON
Amazon AWS AIP-C01: Designing the Bedrock Model Layer
A support application already calls Amazon Bedrock for answers, yet its team cannot explain which component enforces the customer’s document…
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AMAZON
Amazon AWS AIP-C01: Choosing the Right Foundation Model
A customer-service classifier handles thousands of short requests, while a separate investigation assistant reconciles long documents whose provisions can contradict…
AMAZON
Amazon AWS AIP-C01: What Generative AI Engineers Need to Prioritize
A returns team builds a convincing GenAI demo in an afternoon. The model answers correctly when given the right policy…
MICROSOFT
Microsoft AB-100: ALM for AI-Powered Solutions
Application lifecycle management is a major part of AB-100 because agentic solutions contain more moving pieces than a conventional application.…
MICROSOFT
Microsoft AB-100: Telemetry, Monitoring, and Tuning
A production agent can be online and still be failing its users. That is why the AB-100 deployment domain treats…
MICROSOFT
Microsoft AB-100: Agent Testing and Validation
Testing for AB-100 must account for a basic difference between conventional application logic and generative systems: the same intent can…
MICROSOFT
Microsoft AB-100: Responsible AI and Compliance
Responsible AI in AB-100 is an architecture obligation, not a values statement attached after development. An agent can produce useful…
MICROSOFT
Microsoft AB-100: Agent Security and Governance
Security in AB-100 extends beyond protecting a model endpoint. Enterprise agents can read sensitive data, call tools, act through connectors,…
MICROSOFT
Microsoft AB-100: Dynamics 365 and Power Platform Integration
AB-100 treats AI as part of a business solution, not as a separate chatbot layer. That is why AB-100 includes…
MICROSOFT
Microsoft AB-100: Grounding, Knowledge, and Data Access
Grounding is one of the most important quality dependencies in AB-100 because an enterprise agent cannot be trusted merely because…
MICROSOFT
Microsoft AB-100: MCP and A2A Interoperability
The announced AB-100 blueprint specifically calls out open standards and protocols such as Model Context Protocol (MCP) and Agent2Agent (A2A).…
MICROSOFT
Microsoft AB-100: Multi-Agent Orchestration
Multi-agent design is explicitly part of the AB-100 architecture scope, but the exam is not asking candidates to split every…