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AI Field Notes & Build Guides

Long-form editorial articles built to improve implementation quality, search discoverability, and production readiness.

10 articles published
Content CreationJul 14, 20260 min read

AI Tools for Content Creators in 2026: The Practical Guide That Skips the Hype

Most AI tool roundups list features. This one covers what actually works under deadline pressure. After months of production use, here is which tools earn their subscription cost for writers, YouTubers, newsletter operators, and social media managers who ship content every single week.

EngineeringJul 14, 20260 min read

Claude vs Gemini for Developers in 2026: Code, Context, and Cost

Claude and Gemini are the two models developers argue about most in 2026. We tested both across real coding tasks to compare accuracy, context handling, agentic workflows, IDE support, and API costs. Here is what actually matters for your day-to-day engineering work.

GuidesApr 15, 20260 min read

How to Write Better Prompts in 2026: A Practical Guide for Every AI Model

The rules of prompt engineering have shifted. Models like Claude Opus 4.7, GPT-5.4, and Gemini 2.5 Pro respond to different techniques than their predecessors. This guide breaks down what works now and how to apply it across the major AI platforms.

GuidesApr 15, 20260 min read

How to Choose an AI Tool That Actually Fits Your Workflow in 2026

Most teams pick AI tools after a flashy demo and regret it three months later. This guide walks through a battle-tested framework for evaluating Claude, ChatGPT, Gemini, and Perplexity on real work, calculating true cost, and avoiding the five traps that kill adoption.

EngineeringApr 12, 20260 min read

How Senior Engineers Actually Use AI Coding Tools in 2026

Senior engineers in 2026 don't use AI coding tools the way the demos suggest. After talking to 30+ engineers across startups and large companies, the real patterns are clear. This is a field report on what works, what breaks, and where the hard boundaries sit.

EngineeringApr 10, 20260 min read

Best AI Coding Assistants in 2026: Ranked and Reviewed

We tested the top AI coding assistants across 200+ real backend, frontend, debugging, and architecture tasks. Here are the results ranked by accuracy, context handling, speed, and value. No sponsored placements, just what actually works.

AI ResearchApr 6, 20260 min read

Google Gemini Performance Benchmarks and Capabilities in 2026

Google Gemini's 2026 model lineup spans from the budget-friendly 2.5 Flash to the flagship 3.1 Pro Preview. We tested each model across coding, math, multimodal, and long-context benchmarks to see how they stack up against Claude and ChatGPT in real-world use.

AI ResearchApr 6, 20260 min read

Perplexity AI Research Accuracy and Capabilities in 2026

Perplexity AI now processes over 780 million queries monthly and sits at a $21B valuation. We tested its research accuracy across hundreds of queries, compared it to ChatGPT and Gemini, and examined the controversies around its crawling practices and copyright disputes.

BusinessApr 5, 20260 min read

Claude vs ChatGPT for Business: Which AI Delivers Better ROI in 2026?

Claude and ChatGPT both cost $20/month at the individual tier, but they serve different business workflows. This breakdown covers content, data, coding, support ops, and enterprise compliance so you can pick the right tool for your team without wasting a two-week trial.

EngineeringMar 29, 20260 min read

Inside RuneAI.tech: The MDX UI System That Powers Every Page

RuneAI.tech runs on a custom MDX UI system built with Next.js 16 App Router, MDX Remote, and Supabase. This technical showcase walks through the component architecture that renders articles, tool pages, and comparison pages with automatic JSON-LD structured data, SEO metadata, and ISR caching backed by Turbopack for fast local builds.

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