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Stop Orchestrating AI Agents. Use Ralph Loops Instead.
How one simple loop beats multi-agent orchestration and context rot in production.
Apr 23
•
Paul Iusztin
25
4
Your RAG Pipeline Is Overkill
The pattern that lets your model write code to explore its context instead of retrieving it.
Apr 7
•
Paul Iusztin
68
9
9
Agentic Harness Engineering
Building systems that transform the LLM into the new operating system
Mar 31
•
Paul Iusztin
119
12
16
From 12 Agents to 1
The mental model that prevents you from overengineering your next AI system.
Mar 26
•
Paul Iusztin
and
Louis-François Bouchard
47
2
10
Agentic AI Engineering Guide
The 6 critical mistakes that silently destroy agentic systems
Mar 19
•
Paul Iusztin
and
Louis-François Bouchard
515
16
78
Why Most RAG Tutorials Fail You
How a senior architect learned RAG from scratch, the production way
Mar 12
•
Priya
161
17
15
How to Design Python AI Projects That Don't Fall Apart
A framework-agnostic approach to modular agents, workflows, and LLM apps using the pragmatic clean architecture design.
Jan 13
•
Paul Iusztin
76
6
14
The Realistic Guide to Mastering AI Agents in 2026
From zero to production in 6–9 months. What to learn, what to skip, and why most tutorials fail.
Jan 6
•
Paolo Perrone
88
6
12
The AI Agents Roadmap Nobody Is Teaching You
9 lessons: from workflows to planning and multimodal AI agents. From scratch. Framework free.
Dec 16, 2025
•
Paul Iusztin
135
6
17
Stop Converting Documents to Text. You're Doing It Wrong.
How to work with multimodal agents: images, PDFs, audio, and... text.
Dec 9, 2025
•
Paul Iusztin
49
11
7
How Does Memory for AI Agents Work?
The 4 memory types every AI agent needs
Dec 2, 2025
•
Paul Iusztin
80
8
14
Building Production ReAct Agents From Scratch Is Simple
I read LangGraph's implementation so that you can build your own, as AI frameworks just bloat your code.
Nov 18, 2025
•
Paul Iusztin
43
4
6
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