12 articles on AI tools.
A practical protocol for testing AI code tools yourself: designing the question set, holding the model constant, blind scoring, and the four things worth measuring.
Seat pricing broke when every request started costing the vendor money. A survey of what the market charges for now — agent compute, credits, per-action — and how to read a bill before you sign it.
Adoption is over at around 90% and proved little. The four positions in the market, what pricing reveals about cost structure, and buying advice for this quarter.
Cursor and Copilot make you faster at writing code. GitMir makes your whole system visible and controllable. Here's how they compare — and when you need more than autocomplete.
An AI coding agent plans and executes multi-step coding tasks on its own. Powerful — but without structure and validation, autonomy amplifies mistakes. Here's how to use agents safely.
Cursor is a great AI editor, but it's not the only — or always the right — choice. Here are six alternatives, what each is best at, and when you need more than an editor.
Copilot is excellent autocomplete — but autocomplete has a ceiling. Here are the alternatives for teams who need multi-file edits, agents, or full architectural control.
Lovable generates apps from prompts, fast. GitMir gives you a visual, controllable system for complex products. Here's how they differ and which fits your project.
v0 is brilliant for generating UI from prompts. GitMir builds the whole system — architecture, logic, data — visually and under control. Here's how they compare.
Replit Agent builds and runs apps autonomously in the browser. GitMir gives you a visual system you direct and validate. Here's the trade-off and which fits you.
There's no single best AI coding tool — there's the right one for your job. Here's a clear-eyed guide to the categories and top picks for speed, agents and control.
Startups need to ship fast without building a mess they'll pay for later. Here are the AI tools worth using at each stage — and how to avoid the scaling trap.
