Deep dives into production-grade AI engineering.
From framework selection to workflow orchestration: build type-safe, production-ready agentic systems.
A Simple Guide for Everyone
Understand AI agents without the jargon—from real-world examples to ROI calculations.
Pydantic AI vs. LangChain Stack
Type-safe FastAPI-style agents vs. flexible tool ecosystems—a practical framework selection guide.
Model Context Protocol in Production
Universal USB-C for AI—deploy Claude integrations and build custom MCP servers.
Decision Graphs & State Machines
From linear scripts to production-grade state machines with LangGraph workflows.
High-performance vector search pipelines that ground LLMs in proprietary data without hallucinations.
A Simple Guide for Everyone
Understand RAG systems without the jargon—practical examples and business benefits explained.
Qdrant, pgvector, MongoDB Atlas & More
Compare vector databases by performance, scalability, and production features.
Chunking, Embeddings & Query Pipelines
Build scalable RAG systems with advanced chunking strategies and hybrid search.
On-Premise Deployments & Data Governance
Deploy GDPR-compliant RAG systems with encryption, access control, and audit logging.
Build scalable, cloud-native services with FastAPI, async-first patterns, and Kubernetes orchestration.
A Simple Guide for Everyone
Understand microservices architecture without the jargon—real-world examples and business benefits.
Async-First Architecture & Production Deployment
Master concurrent I/O, connection pooling, and production-ready deployment patterns with FastAPI.
REST, gRPC, RabbitMQ & Kafka
Choose the right communication protocol for your microservices—from REST APIs to event streaming.
Docker, Kubernetes & Service Mesh
Deploy scalable microservices with Kubernetes, Istio service mesh, and automated CI/CD pipelines.
Let's architect production-grade AI systems tailored to your organization's needs.
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