Build in public

Lessons from building AutomateEdge in the open — design principles, post-mortems, the things that didn't work.

9 posts

AI Portfolio Projects That Get Interviews in 2026 (Ranked by Hiring Signal)

AI Portfolio Projects That Get Interviews in 2026 (Ranked by Hiring Signal)

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How to Build a RAG System From Scratch in 2026 (Without LangChain)

How to Build a RAG System From Scratch in 2026 (Without LangChain)

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Open-Source LLMs vs API LLMs: Which to Learn First in 2026

Open-Source LLMs vs API LLMs: Which to Learn First in 2026

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AI Roadmap 2026: What Changed and What to Learn Now

AI Roadmap 2026: What Changed and What to Learn Now

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AI Engineer Interview Prep: The 50 Questions Actually Asked in 2026

AI Engineer Interview Prep: The 50 Questions Actually Asked in 2026

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AI Engineer Salary 2026: Real Data by Experience, Stack, and Region

AI Engineer Salary 2026: Real Data by Experience, Stack, and Region

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How to Learn AI Without a CS Degree in 2026

How to Learn AI Without a CS Degree in 2026

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AI Engineer vs ML Engineer: What Actually Differs in 2026

AI Engineer vs ML Engineer: What Actually Differs in 2026

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Why Most AI Roadmaps Expire Before You Finish Them

Why Most AI Roadmaps Expire Before You Finish Them

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