The ToolsPantry blog
Independent guides, comparisons and playbooks. We sell no software — so we can tell you when a popular tool isn't worth it.
Which AI Writes the Best Unit Tests?
AI-generated unit tests inflate coverage while locking in your bugs, because a model can only read what the code does — not what it should do. Here's how to use them anyway.
Fully Self-Hosted AI Coding: The Real 2026 Options
Local models handle autocomplete and boilerplate well enough that you stop noticing. Multi-file agentic work is where the gap bites. Here's the honest stack and its limits.
AI Code Review Tools: What They Catch and What They Miss
AI reviewers are strong on null derefs and useless on architecture. The real metric is the fraction of comments anyone acts on — and most teams never measure it.
Claude Code vs Cursor vs GitHub Copilot: How They Actually Differ
Every comparison argues about which model is smartest. Wrong axis. Copilot completes, Cursor edits across an indexed repo, Claude Code runs commands and iterates — pick on that.
9 Cursor Alternatives Worth Switching To (2026)
Most Cursor alternatives aren't replacements at all — they're different shapes of tool. Match the alternative to the complaint, and know when switching isn't worth it.
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One independent AI-tool guide, published daily. No sponsored placements.