Model Migration on Productionized AI Applications: What Changes Beyond the API
Google is retiring gemini-2.5-pro on Vertex AI on October 20, 2026. If your product runs on it, you...
Oct 3, 20268 min read0 reactions0 comments
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Analyzing AI Engineer Job Requirements: Beyond Mod…
Originally published at norvik.tech Introduction Deep dive into what AI engineer roles...
Aug 4, 20263 min read0 reactions0 comments
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Jul 26, 2026AI Engineer vs Business Intelligence Analyst: $36,900 Apart
A $36,900 Gap Built on Two Different Vocabularies AI Engineer postings pay a median...
Jul 26, 202610 min read5 reactions0 comments
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Jun 8, 2026AI Engineer Roadmap 2026: The Skills, Tools, and Career Path to the Top 1%
Generic 'learn Python' advice won't cut it. Here's the specific, stage-by-stage AI engineer roadmap for 2026 — from the tools that matter to the skills that separate the top 1% from everyone else.
Jun 8, 20269 min read1 reactions0 comments
From 70s Vectors to Modern AI Agents
🧩 AI Agent Architecture: From 70s Vectors to Modern RAG Pipelines 1. Nothing New...
Apr 27, 20264 min read0 reactions0 comments
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May 12, 2026AI Engineer Skills Companies Want in 2026: 3,449-Posting Analysis
The AI Engineer Title Has Settled Around the LLM Stack Two years ago, "AI Engineer" was a...
May 12, 202619 min read3 reactions0 comments
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Mar 20, 2026The Autonomy Slider: A Decision Framework for When to Use Workflows, Single Agents, or Multi-Agent Systems
The industry is over-indexing on multi-agent. Here's a concrete framework — with code — for choosing...
Mar 20, 202613 min read0 reactions0 comments
How AI Thinks It Thinks: ChatGPT, Copilot and Gemini Explain Themselves
When building LangChain agents, understanding how your LLM "reasons" isn’t just a technical...
Sep 2, 20252 min read1 reactions1 comments