AI Tools

Start with the work, not a funding headline

This collection serves two different questions: which tool fits a building task, and how the companies behind those tools developed. A founder video answers the second question. It is not evidence that a product is the best option for your project.

Choosing a coding workflow

For an existing repository, check how a tool reads the codebase, proposes changes and lets you review a diff. For a first prototype, check setup, deployment and whether you can take the code elsewhere. Our Cursor, Bolt and Lovable workflow comparison links to the official documentation and separates documented capabilities from testing we have not performed.

Use the Cursor, Replit and Lovable profiles to locate company context and official websites. Check current permissions, pricing and export terms with the provider before choosing.

Researching creative tools

Keep the medium and the rights question separate. A visually impressive sample does not establish commercial permission, repeatability or editing control. Before committing, try a representative task and record the inputs, output, revisions and actual cost. Our creator-tool guide is a research starting point, not a controlled comparison.

Following model companies

Company stories and product releases run on different timelines. Read the OpenAI, DeepSeek and Thinking Machines profiles as company context. A historical funding or staffing figure does not establish the capabilities of a current model.

Before treating a claim as a benchmark

Look for the task, product version, settings, evaluation criteria, outputs and limitations. If those are absent, do not infer that a timed test happened. Read our evidence and correction standards. The videos below preserve their original publication context; they are not current financial or product recommendations.