▲ The handbook · 20 tools verified
A handpicked guide for working professionals — teachers, lawyers, clinicians, marketers — built from public evidence, with hands-on testing clearly labeled when we perform it.
We don’t list every chatbot. For each listing, we check the public product, privacy policy, current pricing, and signs of active maintenance. Selected entries add documented hands-on tests.
§ This issue
Engineers · Designers
An agentic model for complex software builds.
Claude Opus 5 is Anthropic's high-end model for complex agentic coding, long-running work, and difficult reasoning. Our hands-on build suggests it can turn a compact product brief into an unusually complete and visually…
Marketers · Writers
A long-running AI work agent for real tasks.
We tested ChatGPT Work on two demanding jobs that go beyond normal chatbot demos: making and publishing a YouTube video from a minimal prompt, and finishing a half-built mobile app through the Apple Developer publishing…
Designers · Engineers
Real-time AI world generation in the browser.
Reactor LingBot World 2 is an early browser-accessible way to try LingBot-World 2.0, also called LingBot-World-Infinity by Robbyant. The pitch is exciting: give the model a reference image and a prose prompt, then…
Marketers · Researchers
An AI assistant for workplace workflows.
We think Amazon Quick is one of the more interesting enterprise AI assistants we have tested because it feels designed as a real workplace system rather than just a chatbot with extra branding. The account setup is…
§ Quote of the day
§ Find by profession
Every tool is tagged by who it’s useful for and checked against the same public evidence. Pick a profession to see the shortlist.
§ Dispatch
§ Also worth knowing
Doctors
Enterprise AI for clinical conversations.
We think Abridge is one of the more credible AI scribe tools in healthcare because it is built around real clinical encounters rather than generic note generation. The public evidence points to strong enterprise…
Doctors · Researchers
AI-powered search for academic papers.
We like Consensus when the question is "what does the literature say?" rather than "what does the internet think?" It is built around peer-reviewed sources, citations, and research workflows, so it is much better for…
Engineers
An AI-first IDE.
We think Cursor has become one of the standout AI-first code editors because it combines a VS Code-like workflow with codebase awareness and agentic editing. It feels like a real dev tool, not just a chatbot bolted onto…
Marketers · Writers
Edit audio and video like a doc.
We think Descript is still one of the most practical tools for transcript-first audio and video editing. If you think of it as "edit media like a document," the product makes immediate sense, especially for podcasts and…
Teachers
Differentiated reading materials for any classroom.
We think Diffit is a practical teacher tool for turning content into leveled classroom materials. The strongest public feedback is that it saves time when you need a reading passage, vocab list, and comprehension…
Designers · Marketers
Prompt to working prototype.
We think Figma Make is promising for fast prototyping, but the public feedback is clearly more mixed than the marketing suggests. It is best understood as a design-to-prototype shortcut, not a reliable way to skip…
§ Tip the editors
We accept community submissions. The bar is simple: a real product, a public privacy policy, current pricing, and signs of active maintenance. We’ll do the rest.
Submit a tool