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AI Tools & Reviews
AI Tools & Reviews
What works, what doesn't, and what we actually pay for.
AI Detection Scores in Content Marketing: Real Data
AI detection scores in content marketing are less reliable than vendors claim. Here is what the research data shows about accuracy and false positive rates
AI Detectors That Also Sell Humanizers: Who Owns What
AI detectors that sell humanizers include Originality.ai, Undetectable.ai, ZeroGPT, and WriteHuman. Here is how each structures the dual product model
How AI Detectors Work: Perplexity, Burstiness, and What the Scores Mean
How AI detectors work: perplexity scoring, burstiness analysis, neural classifiers, and watermarking. The algorithms, their limits, and what the scores mean.
ZeroGPT vs GPTZero: Free Tier Limits and Accuracy Data
ZeroGPT vs GPTZero compared on free tier limits, detection accuracy, false positive rates, and features available without paying for a plan.
Claude Code Just Got Voice Mode: What It Actually Means for Coding Agents
Claude Code voice mode lets you hold the spacebar and talk through coding problems instead of typing prompts, rolling out to 5% of users now
Gemini 3.1 Pro Coding Benchmarks: Developer Results
Gemini 3.1 Pro scores 2887 Elo on LiveCodeBench and 80.6% on SWE-Bench at $2/$12 per million tokens. Where it leads and where it falls short.
AI Tools I Actually Pay For (And Which Ones I Canceled)
The best AI tools in 2026 worth paying for. Claude Pro, ChatGPT Plus, Cursor, and Perplexity reviewed with honest takes on what is worth the money.
What Happens When AI Agents Get Their Own Social Network
AI agents now have their own social network called Moltbook. Here is how to set up your own agent with OpenClaw and why this might be a threshold moment.
Claude Code Custom Agents Guide: Context Engineering and TDD
How to use custom agents in Claude Code for building software projects. Context engineering, TDD with AI agents, and multiple specialized agents guide.
Define Your Software MVP from a PRD: Step by Step
Learn how to trim a large PRD into a lean MVP with MoSCoW prioritization. Cut scope, keep value, and help AI deliver cleaner results.
9-Phase PRD Workflow for AI Coding Tools
The 9-phase PRD workflow template that makes AI coding tools actually work. Turn scattered ideas into implementation-ready specs with fewer misunderstandings.