Showing 1141–1160 of 1502 insights
| Title | Episode | Published | Category | Domain | Tool Type | Preview |
|---|---|---|---|---|---|---|
| Pilot Case Evaluation | MediAgent - LangGraph & LangSmith Implementation of the Microsoft Medical Agent | 7/7/2025 | Frameworks | Ai-development | - | Begin AI model development by analyzing a manageable sample (e.g., ~300 medical cases) to establish performance baselines and guide scalability decisi... |
| Leveraging Public Data | MediAgent - LangGraph & LangSmith Implementation of the Microsoft Medical Agent | 7/7/2025 | Frameworks | Ai-development | - | Leverage publicly available datasets to develop impactful AI healthcare solutions without requiring proprietary data. |
| Persona-Driven Agent Orchestration | MediAgent - LangGraph & LangSmith Implementation of the Microsoft Medical Agent | 7/7/2025 | Frameworks | Ai-development | - | Instantiate a single core model (O3) multiple times with distinct persona prompts—such as a 'Dr. Challenger' agent—to create specialized multi-agent r... |
| Multi-Agent Orchestration | MediAgent - LangGraph & LangSmith Implementation of the Microsoft Medical Agent | 7/7/2025 | Frameworks | Architecture | - | Adopt a multi-agent orchestration pattern for complex diagnostic tasks to leverage specialized agents in a coordinated workflow, improving accuracy in... |
| MediAgent Project Overview | MediAgent - LangGraph & LangSmith Implementation of the Microsoft Medical Agent | 7/7/2025 | Frameworks | Devops | - | Follow the blog’s structured breakdown of the MediAgent implementation to understand agent orchestration, data pipelines, and integration points. |
| Anthropic Analysis Notebook | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Architecture | - | Use the Google Colab notebook provided by Anthropic to replicate and explore their data analysis methodology firsthand. |
| Dependency Coordination Complexity | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Working in the main branch of a monorepo without structured dependency management can slow development and introduce complexity as codebases scale, su... |
| Google Colab Experiment | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | The team at Anthropic published a Google Colab notebook that allows replicating experiments and exploring data for hands-on analysis of agentic applic... |
| Barrier-to-Entry Benchmark | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Architecture | - | The paper includes a benchmark evaluating the barrier to entry for each occupation analyzed, providing a replicable framework for assessing job automa... |
| Multi-Perspective Dataset Review | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Adopt a structured approach to reviewing AI evaluation datasets from multiple analytical perspectives to uncover hidden biases or gaps. |
| Augmentation vs Automation | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Analyzing the percentage distribution between augmentation tasks and directive (automation) tasks within an AI application can reveal operational effi... |
| Start with Task Analysis | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Begin AI system design by dissecting the real-world tasks involved in a job to uncover complexities that initial datasets often miss. |
| Mapping Tools Patterns | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Architecture | - | Tom suggests applying mapping tools and design patterns to organize and interpret similar datasets for agentic applications. |
| Top-Down Market Assessment | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Architecture | - | Begin with a high-level dataset overview of total sales value, revenue, and median revenue across sectors to form a narrative before deep-diving into ... |
| Bubble Chart Market Analysis | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Use a bubble chart plotting revenue per employee versus number of employees to identify sectors with balanced scale and efficiency for AI product targ... |
| Revenue-per-Employee Layer | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Augment raw NAICS data with a computed revenue-per-employee metric to create a concise analytic shorthand for evaluating projects and processes. |
| Analysis Replication Workflow | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Architecture | - | Use the Tableau public cloud publication and the Anthropics dataset in a Jupyter notebook to fully replicate the analytical process described in the d... |
| Systematic Opportunity Discovery | Where to look for the next billion dollar agentic application | 6/14/2025 | Frameworks | Ai-development | - | Adopt a structured discovery process by mapping user tasks, market signals, and AI capabilities to recognize and evaluate new opportunities in agentic... |
| Simple Agent Translator Pattern | Agent Swarm - Legacy or Hidden Gem of Agent Design | 7/1/2025 | Frameworks | Architecture | - | Before standardized protocols like MCP, developers implemented simple agent patterns acting as translators or intermediaries to bridge communication g... |
| Hub-and-Spoke Complexity | Agent Swarm - Legacy or Hidden Gem of Agent Design | 7/1/2025 | Frameworks | Ai-development | - | Hub-and-spoke swarm patterns become difficult to manage and maintain clarity as agent count grows, requiring strategies to control interaction complex... |
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