AI Agent Tools: Building a Comprehensive Toolkit
Created 20+ tools for AI agents - web search, code execution, database access, and more. Increased agent capabilities by 10x
8 posts
Created 20+ tools for AI agents - web search, code execution, database access, and more. Increased agent capabilities by 10x
Implementing persistent memory for AI agents - short-term, long-term, and episodic memory. Improved task completion from 70% to 95%
Complete guide to building AI agents - architecture, tools, memory, error handling, and deployment. Built 5 agents serving 50K users/day
Automating repetitive tasks with GPT-4 and LangChain - from ticket triage to code reviews, saving 20 hours/week across the team
Testing 3 major AI agent frameworks in production - built the same application with each, compared performance, ease of use, and capabilities
Production-ready LangChain implementation - error handling, monitoring, cost optimization, and scaling strategies from running LangChain apps serving 100K+ requests/day
Building production-ready RAG systems for question-answering over custom documents, including chunking strategies and optimization techniques.
Complete guide to building autonomous AI agents using LangChain, including tool integration, memory management, and real-world applications.