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Breaking into AI Engineering in 2025.
A roadmap that will help you up-skill or re-skill into an AI Engineer role.
Jun 4, 2025
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Aurimas Griciūnas
287
23
47
State of Context Engineering in 2026
Five patterns for managing what goes into the context window, and when.
Mar 22
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Aurimas Griciūnas
50
1
6
New: SwirlAI on YouTube + Context Engineering Workshop
Hands-on AI engineering content, now in video form, plus a live workshop on context engineering this Friday
Mar 17
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Aurimas Griciūnas
12
1
Most Popular
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Building AI Agents from scratch - Part 1: Tool use
Dec 21, 2024
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Aurimas Griciūnas
314
21
40
MCP vs. A2A: Friends or Foes?
Apr 13, 2025
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Aurimas Griciūnas
147
5
18
Building Deep Research Agent from scratch
Mar 11, 2025
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Aurimas Griciūnas
116
6
14
The evolution of Modern RAG Architectures.
Apr 7, 2025
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Aurimas Griciūnas
110
2
23
Everything you need to know about MCP.
Mar 15, 2025
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Aurimas Griciūnas
113
7
19
What is AI Engineering?
Nov 30, 2024
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Aurimas Griciūnas
114
24
Latest
Top
Discussions
Agent Skills: Progressive Disclosure as a System Design Pattern
A simple file format, powered by an architectural shift in how agents manage context.
Mar 11
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Aurimas Griciūnas
26
2
Learning AI Engineering in 2025
My Reflections and Tips.
Sep 6, 2025
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Aurimas Griciūnas
26
1
1
Breaking Down Context Engineering
All you ned to know about the challenges surrounding the practice.
Aug 30, 2025
•
Aurimas Griciūnas
57
6
Enterprise Agentic AI Hierarchy of Needs
The crucial layers of infrastructure that make up a production grade Agentic AI system.
Jun 18, 2025
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Aurimas Griciūnas
61
1
7
Evaluation Driven Development for Agentic Systems.
My step-by-step approach for building and evolving Agentic Systems that work.
May 22, 2025
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Aurimas Griciūnas
63
2
3
Announcing the End-to-End AI Engineering Bootcamp.
Also join me this Thursday in a free Lightning Lesson on how to break into AI Engineering.
May 13, 2025
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Aurimas Griciūnas
17
5
1
Distributing FlashAttention: Solving memory Bottlenecks of Context Windows
Let's explore FlashAttention, types of distributed LLM training and how to fuse both concepts together.
May 11, 2025
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Aurimas Griciūnas
21
2
MCP vs. A2A: Friends or Foes?
Could MCP fade into irrelevance in long term?
Apr 13, 2025
•
Aurimas Griciūnas
147
5
18
The evolution of Modern RAG Architectures.
Learn how to choose the best RAG architecture for your business case.
Apr 7, 2025
•
Aurimas Griciūnas
110
2
23
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