JetThoughts has been building software since 2008. Book a call, or write to sales@jetthoughts.com. You'll leave the call with a written one-page scope within 2 working days.
A 30-minute call; pick a time.
Django 5.0 Enterprise Migration Guide: Production Deployment Strategies
Master the migration from Django 4.2 to Django 5.0 in enterprise environments. Complete guide with step-by-step migration, database strategies, security enhancements, and production deployment best practices.
LangGraph vs CrewAI vs AutoGen: Which AI Agent Framework? (2026)
Compare LangGraph, CrewAI, and AutoGen head-to-head: code examples, production readiness, licensing, community size. Pick the right framework for your AI agent project.
CrewAI Hierarchical Agents: Manager-Worker Pattern
Step-by-step CrewAI tutorial with working Python code. Set up a manager agent, delegate tasks to specialized workers, handle failures. Includes v0.98+ patterns.
LangChain Architecture Deep Dive: Building Production-Ready AI Agent Systems
Master LangChain architecture for production with Python. Complete guide with error handling, testing strategies, and working code examples for scalable AI agent systems.
LangChain Memory: Conversation History with Python
How to add memory to LangChain agents. Working Python examples for short-term, long-term, and entity memory. PostgreSQL and Redis persistence. Real production patterns.
· JetThoughts Team
LangGraph Tutorial: Build AI Agents with State Machines (Python)
Complete LangGraph tutorial with working Python examples. Learn nodes, edges, checkpoints, human-in-the-loop, and map-reduce patterns. From first graph to production agent.
Testing and Monitoring LLM Applications: From Non-Deterministic Chaos to Production Confidence
Building production LLM apps? Learn proven testing strategies for non-deterministic AI, LangSmith observability patterns, and monitoring frameworks that work. Complete guide with RSpec/pytest examples.
· JetThoughts TeamLangChain Python Tutorial: Complete Guide
Learn LangChain Python with this comprehensive tutorial. Step-by-step guide with Django and FastAPI integration, production patterns, and 15+ working code examples. Build your first LLM app today.
Unveiling Python 3.12: A Leap Forward in Programming Excellence
The Python Software Foundation has officially released Python 3.12 on October 2, 2023, introducing a host of new features and performance enhancements.
How to use a Transaction Script(aka Service Objects) in Ruby on Rails. Simple example
The logic of small applications can be present as a series of transactions.
Tell us what you need built