Showing 241–260 of 1502 insights
| Title | Episode | Published | Category | Domain | Tool Type | Preview |
|---|---|---|---|---|---|---|
| LLM-Driven Trace Insights | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Leverage an LLM agent in Langsmith’s Insights tab to analyze thousands of traces via natural language prompts, automatically summarizing inefficiencie... |
| Trace-Based Debugging Workflow | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Devops | - | Use Langsmith’s tracing projects to run backend pipelines (like YouTube transcript download and enrichment) step-by-step, surfacing errors and perform... |
| User-Level Feedback Loop | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Logging, tracing, and upweighting user feedback into datasets creates a feedback loop to improve both offline and online model performance and overall... |
| Online Referential Datasets | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Setting up live online referential evaluation datasets enables benchmarking real application performance against optimization targets during live depl... |
| Offline-Online-User Evaluation | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Tom Spencer outlines a three-domain evaluation framework—offline experiments on referential datasets, online live application optimization, and user-l... |
| Automated Experiment Loop | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Set up an MCP server using LangChain Hub and Claude code to programmatically generate, evaluate, modify, and rerun prompt experiments in a full automa... |
| Prompt Performance Tracking | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Performance | - | Use Langsmith’s prompt hub and playground to annotate, track, and iteratively optimize prompt performance across large, multi-turn datasets. |
| Human-in-the-Loop Toggles | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Frontend | - | The agent builder UI uses simple on/off toggles at key workflow steps to insert human review checkpoints and customize automation flows. |
| Action Item Extraction | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Have the AI extract priority-ranked action items with recommended deadlines directly from email content. |
| Automated Email Triage | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Use an LLM-powered agent to scan a user’s inbox, classify each email by urgency and importance, and recommend or draft actions accordingly. |
| Agent Notification Workflow | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Demonstrates configuring an AI agent’s notification pipeline by selecting triggers (schedule, manual, event), choosing connectors (Slack, email, Linea... |
| JSON-Based Email Summaries | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Passing large email sets as JSON to an agent yields a more readable summary view when dealing with voluminous inbox data. |
| Modular Sub-Agent Pattern | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Architecture | - | Using sub-agents that extend a primary agent and are added to a shared toolbox enables targeted functionality like urgent reply generation within a si... |
| Onboarding Flow Pattern | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Architecture | - | Define a custom agent by specifying its role, instructions, triggers, tools, and output format in a unified onboarding flow to streamline agent creati... |
| Agent Builder Visualization | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | LangChain’s Agent Builder provides a visual graph interface to display end-to-end data flow, triggers, tools, and processes for rapid agent prototypin... |
| Agent Builder Workflow | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | The AI agent creation workflow follows a structured four-step process: define agent purpose, select tools, customize parameters through user prompts, ... |
| No-Code Agent Builder | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | LangChain’s Agent Builder provides a no-code, natural language interface with pre-built triggers and UI primitives to quickly assemble custom AI agent... |
| Abstracted Middleware Pattern | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | LangChain V1 introduces an abstraction layer over core middleware components to simplify usage while preserving low-level configurability and access t... |
| Context Engineering Wrapper | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Ai-development | - | Develop intelligent wrapper layers around raw LLM requests to handle context engineering automatically and improve consistency for end users. |
| Next-Step Interface Pattern | Ep 20 - The build - Claude Skills, minimax m2, LangChain Agent Builder, Options trading MCP. | 11/2/2025 | Frameworks | Database | - | Implement a ‘next-step interface’ that first retrieves schema metadata (e.g., database schema) before running analytics queries to avoid misinterpreti... |
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