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From 100+ AI Tools to 4: A Production-Tested Tech Stack for AI Systems
After years of chasing AI trends and building over-engineered systems, here's the minimal stack that actually works in production: database, API framework, durable workflows, and observability.
30.12.2025
The Counterintuitive Move: Why Killing RAG, MCP, and Agentic Loops Led to a Better AI Product
A case study from the trenches on how simplifying an AI agent's architecture by removing popular but complex components like RAG and MCP resulted in a faster, more stable, and scalable product.
23.12.2025
From Foundations to Production AI: November Highlights
A recap of the AI Agents Foundations series, covering planning, tool use, memory, and multimodal agents, plus a look at what's next in AI Evals.
18.12.2025
The Four Foundational Layers of AI Agent Memory
Exploring the cognitive architecture of AI agents, from static internal knowledge to dynamic long-term memory systems.
02.12.2025
Deep Dive into AI Agent Memory Architectures
Exploring the four fundamental types of memory for AI agents, their trade-offs, and how they form a complete memory cycle for building intelligent, stateful applications.
02.12.2025