Tools & Reviews Desk
The reviews desk evaluates AI tools hands-on against consistent criteria, publishes the limitations alongside the strengths, and takes no payment for coverage.
8 articles published
AI video has moved from novelty to production tool for specific shot types. Here is what each category delivers, and an honest account of duration, consistency, physics and cost limits.
Free AI tiers are more capable than they were, but every one of them has a wall. Here is what you actually get, where it stops, and what you pay in data instead of money.
Which AI agents work, which are demos, and how they fail. Coverage of coding agents, computer-use agents, research agents and the frameworks underneath, plus an evaluation checklist.
Aesthetics are no longer the deciding factor between image models. Prompt adherence, editing quality, workflow integration and — above all — commercial licensing are what separate them.
Eight AI coding tools assessed against criteria that matter in real repositories: context handling, agent reliability, review workflow, and cost predictability.
Gemini and Claude are both frontier systems with genuinely different centers of gravity. Here is how they compare on the dimensions that change a buying decision.
Perplexity sits between a search engine and a chatbot. After extended use, here is where the answer-engine model earns its keep and where it quietly falls short.
Claude and ChatGPT are close on raw capability and far apart on temperament, ecosystem, and tooling. Here is where each one actually wins, segmented by what you are trying to do.
The AI signal without the hype — new models, tools worth your time and what actually shipped. One email, no vendor pitches.