Mehdi Ouazza
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All my writings, from personal blog to technical articles. ✍️

ctrl+r #08: 2026's AI wake-up call, voice-first workflows, and the data engineer identity crisis

From Karpathy's grief cycle to Hyprnote workflows, plus why companies are locking down their APIs

Jan 13, 2026•MEHDIO•
dataengineeringsoftwareengineeringai
ctrl+r #08: 2026's AI wake-up call, voice-first workflows, and the data engineer identity crisis

ctlr+r #07: TypeScript’s AI advantage, junior skill debt, and trusting AI with real money

From GitHub Octoverse shifts to disk cleanup, finance hacks, and human debt

Jan 5, 2026•MEHDIO•
softwareengineeringllmsproductivity
ctlr+r #07: TypeScript’s AI advantage, junior skill debt, and trusting AI with real money

ctlr+r #06: Auto-Dubbing the Web & "Serverless" RAG

Testing Gemini's File Search, the end of language barriers, and why RAM is getting expensive

Dec 22, 2025•MEHDIO•
softwareengineeringllmsai
ctlr+r #06: Auto-Dubbing the Web & "Serverless" RAG

ctlr+r #05: Less UI, more chats, faster containers

Dec 14, 2025•MEHDIO•
dataengineeringsoftwareengineeringllms
ctlr+r #05: Less UI, more chats, faster containers

ctlr+r #04: AI’s Energy Bill , Free Localhost Tunnels

Dec 6, 2025•MEHDIO•
softwareengineeringai
ctlr+r #04: AI’s Energy Bill , Free Localhost Tunnels

ctlr+r #03: OSS fatigue & Orchestrating LLMs

Nov 30, 2025•MEHDIO•
dataengineeringsoftwareengineeringllms
ctlr+r #03: OSS fatigue & Orchestrating LLMs

ctlr+r #02: How to not get stupid & The Parquet Killer?

Nov 24, 2025•MEHDIO•
dataengineeringsoftwareengineeringllms
ctlr+r #02: How to not get stupid & The Parquet Killer?

ctlr+r #01: Toon, LLM CLIs

Nov 16, 2025•MEHDIO•
softwareengineeringproductivityai
ctlr+r #01: Toon, LLM CLIs

Why Python Developers Need DuckDB (And Not Just Another DataFrame Library)

Oct 8, 2025•MotherDuck
Why Python Developers Need DuckDB (And Not Just Another DataFrame Library)
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