Claude Opus 4.5 vs. GPT-5.1: A CTO’s Guide to Coding ROI
In the rapidly evolving landscape of AI development tools, a CTO’s primary challenge is separating marketing hype from measurable impact…
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Opus 4.5 vs Gemini 3 Pro: A Dev’s Guide to Flagship LLMs
The field of artificial intelligence is moving at a breakneck pace, and as of late 2025, developers are faced with…
promasoudShould You Upgrade? Claude Opus 4.5 vs. 4.1 Compared
Anthropic’s rapid release cadence can make even seasoned teams ask: should we really upgrade again? As of November 24, 2025,…
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How to Cut Costs with the Claude Opus 4.5 API Effort Parameter
The release of Anthropic’s Claude Opus 4.5 in November 2025 marked a significant leap forward in AI-driven software development, promising…
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How to Build an LLM Council for More Reliable AI Answers
This is EVERGREEN CONTENT: a practical guide to designing and implementing an LLM Council. As of November 2025, leading models…
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Is Your RAG Over-Engineered? A Guide to Cost and Latency
Your basic Retrieval-Augmented Generation (RAG) system is up and running. It’s pulling context from your knowledge base and reducing hallucinations,…
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How to Use Gemini 3 Canvas for Rapid Web Design Prototyping
As of November 2025, Gemini 3 and Gemini Canvas are finally making good on the long-promised “prompt to prototype” workflow…
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How to Use Gemini 3 for Rapid Web Design Prototyping
Figma-to-code workflows are starting to feel outdated. As of November 2025, Gemini 3 Pro, Google’s latest frontier model, can generate…
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How PMs Can Build a RAG Chatbot with No-Code Tools
As of November 2025, every product manager is expected to “speak AI.” But there’s a gap: you’re told to build…
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AI Solves Black Hole Physics: A New Frontier for R&D?
As of November 2025, a new class of AI “reasoning models” has crossed a symbolic line: OpenAI’s GPT‑5 has helped…
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How to Detect RAG Hallucinations with Logprobs: A Practical Guide
Retrieval-Augmented Generation (RAG) should make your LLM safer and more factual, yet in production many teams still get burned by…
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Streamline Your AI Workflow: Get Ready for Gemini’s NotebookLM Import
Google is quietly closing one of the most annoying gaps in its AI ecosystem: the friction between your long-term research…
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