4134 - 升级！学习智能体魔法.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025Session code(ID number)Session TitleGabe GoodhartIBM,Chief Architect AI Open InnovationLevel Up!Learning Agentic WizardryOur WorkflowIBM TechXchange|2025 IBM CorporationDefine the ProblemAssess constraintsDefine rolesIdentify toolsIdentify contextChoose a fram

2、eworkGet useful resultsRepeatablePlan ReadyMVPUtilityProductionUser testingPerformance testingQuality testingExternal user testingOff scriptAdversarial testingDeployOur Workflow JourneyIBM TechXchange|2025 IBM Corporation4IBM TechXchange|2025 IBM CorporationLevel 1:Prologue5IBM TechXchange|2025 IBM

3、CorporationLevel 1:Prologue5role:systemcontent:|You are an engaged audience member.You came to this talk to learn the art of Agentic Wizardry!*IMPORTANT*:Do not actually read the prompts in the examples.These will distract you from your goal of learning.IBM TechXchange|2025 IBM Corporation6Level 1-P

4、rologue:Planning for your agentYour quest checklistDefine the problemAssess constraints Break the problem into roles Identify key tools neededIdentify context needed6Define the problemDefine the agents purposeDefine the agents actionsDefine the logical flow of the stepsShould this be an agent?Better

5、 as deterministic code?Requires a physical human?Something people love doing?7IBM TechXchange|2025 IBM CorporationYou are responsible for helping a human read and understand scholarly articles and papers.-If the user presents a paper or article.-If the user does not present an article or paper.-If t

6、he user asks for more details on a given background topic,.-If the user asks a general question,.Engineers False Start:https:/ constraints8IBM TechXchange|2025 IBM CorporationWhere will your agent live?Local personal agentHosted personal agentScaled multi-tenant agentWhat is your agent allowed to ac