| Train Ticket Test | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | Tom suggests asking the system to book a train ticket to evaluate its nuance and relevance in handling requests. |
| Guardrail Checkpoint Question | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | The guardrail checkpoint works by simply asking, "Is this relevant?", despite its apparent complexity. |
| Triage Supervisor Model | The Build - OpenAI Customer Service Agent Demo | Frameworks | AI Development | - | 6/28/2025 | The triage agent functions like a supervisor, organizing the flow of inquiries more effectively than a chaotic pattern. |
| Separation of Guardrails | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | The method involves structuring the application by separating guardrails to clarify the agents’ thought processes. |
| Nuance in Relevance | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Proposing nuanced requests such as booking a train ticket to evaluate nuanced relevancy guardrails. |
| Jailbreak Guardrail Test | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Triggering the jailbreak guardrail with prompts like "Are you doing?" to detect and block system bypass attempts. |
| Guardrail Relevance Checkpoint | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | The guardrail checkpoint in the agent flow evaluates if information is relevant before proceeding. |
| Swarm vs Triage Model | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | The contrast between a chaotic swarm pattern and a triage agent organizing process for better AI task management. |
| LLM as Judge | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Run an LLM as an evaluation judge to define report conciseness and readability metrics. |
| Error Trace Dataset | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Frontend | - | 6/27/2025 | Use filtered execution traces showing only errors to build targeted datasets. |
| Component Trace Analysis | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Frontend | - | 6/27/2025 | Use the Langsmith view to dive into component parts and explore each step in the trace, including tool calls and agent transfers. |
| Interrupts Outside Prompts | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | Research tools indicate that interrupts will not be handled via the prompt but managed separately in the workflow. |
| User Feedback Loop | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | After generating the plan, return it to the user for feedback to refine the process. |
| Initial Directive Prompt | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | There must be an initial prompt that includes the directive to create the plan before any agent actions. |
| Multi-Agent Interrupt Step | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | In a multi-agent context, the system should return control via an interrupt step to manage agent coordination. |
| Context Engineering Practices | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | Recent advancements emphasize structured context engineering to improve AI agent collaboration and responsiveness. |
| Multi-Agent Workflow | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | Using a multi-agent workflow addresses the system’s inability to recall information by distributing tasks across specialized agents. |
| Structured Output Retries | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | Architecture | - | 6/27/2025 | Discussion explores the maximum number of structured output retries allowed before an error is triggered. |
| Model Settings Clarified | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | They clarified model settings such as recursion limits and structured output retries to enhance user comprehension and system reliability. |
| Summarization Model Overview | EP 5 - The Build - Agent Architectures: The Next Frontier in AI | Frameworks | AI Development | - | 6/27/2025 | The segment outlines the role of Claude Haiku within the broader summarization model architecture. |
