7 Common Mistakes When Building AI Agents for Business
5 min read
Field notes
Guides and field notes on building software, Web3, and growth systems — 562 articles and counting.
LLM Streaming and Time-to-First-Token: A Production Guide
6 min read
AI Agent Production Deployment Checklist
5 min read
Common LLM Prompting Mistakes That Kill Accuracy in Production
6 min read
Vector Embeddings Explained: A Practical Introduction for Engineers
6 min read
AI Agent Tool Use: Design Patterns That Hold Up in Production
6 min read
10 Common RAG Pipeline Mistakes That Kill Production Quality
5 min read
Prompt Caching vs Semantic Caching for LLM APIs: When to Use Each
6 min read
Hybrid Search in RAG: How BM25 and Dense Vector Retrieval Work Together
5 min read
LangGraph vs CrewAI vs AutoGen: Choosing the Right Multi-Agent Framework
5 min read
LLM Cost Optimization Techniques for High-Volume API Usage
6 min read
AI Agent Orchestration Best Practices for Production Systems
6 min read
Building an LLM Evaluation Framework from Scratch
6 min read
RAG Retrieval Quality: 8 Best Practices That Actually Move the Needle
5 min read
How to Build an AI Agent for Customer Support Workflows
6 min read
LLM Prompt Engineering Best Practices for Production Systems
5 min read
pgvector vs Pinecone vs Qdrant: Choosing a Vector Database for Production
5 min read
How to Get Reliable Structured Output from LLMs in Production
6 min read
How to Choose the Right Chunking Strategy for Your RAG Pipeline
6 min read
Chatbot CSAT: How to Measure and Improve Customer Satisfaction Scores
6 min read
Monitoring and Observability for AI Ops Automation: What to Track and Why
6 min read
How to Train a Chatbot on Your Product Documentation
6 min read
How to Calculate AI Automation ROI: A Practical Framework for Teams
6 min read
Common Mistakes When Deploying a Customer Support Chatbot
6 min read