Decoding AI Magazine

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From a Raw Shell to a Sandboxed Coding Agent
The guide to isolating your harness and safely executing its commands, locally or remotely.
 • Paul Iusztin
The Bare-Bones Coding Agent Loop
One agent loop, 9 tools, and a terminal you can steer.
 • Paul Iusztin
Building a Coding Agent From Scratch
Designing the harness around the model, from the agent loop to a remote swarm.
 • Paul Iusztin
Your Second Brain Is a Graveyard. Make It Agent Memory.
Turn dead notes into a living LLM wiki your AI agents can query, maintain, and grow
 • Paul Iusztin and Louis-François Bouchard
From Vibe Coding to a Real Engineering Team
My Claude Code agentic coding setup that ships features end-to-end
 • Paul Iusztin
Tool Calling From Scratch to Production: The Complete Guide
Master the fundamentals through a deep research agent to learn to properly implement, use, and debug tools in any AI system.
 • Paul Iusztin
Build with MCP Like a Real Engineer
Hands-on code for an enterprise AI PR Reviewer by unifying GitHub, Slack, and Asana through MCP.
 • Anca Ioana Muscalagiu
The GitHub Issue AI Butler on Kubernetes
A guide to THE production AI stack: LangGraph, K8s, Docker, Guardrails, Qdrant, AWS & CDK
 • Benito Martin
AI Agents: Architect the long-term memory
When to prompt, RAG, fine-tune, or deploy agents. Architecting LLM fine-tuning pipelines.
 • Paul Iusztin
Your AI Football Assist Eval Guide
Hands-On RAG Observability with ZenML, MongoDB, and Opik
 • Benito Martin
The King of Multi-Modal RAG: ColPali
Query your rich visual PDFs under a RAG web app
 • Juan Ovalle
From Scratch: MLOps Fine-Tuning System
End-to-End. On GCP.
 • Trishala Thakur
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