Logo of CheatGrid

CheatGrid

Developer cheat sheets for Devs, AI, etc. Practice Tests & Certifications.

Visit website

User reviews

Log in to leave a review

The concept, example, description table format is a smart constraint. Do you write the 1300+ topics by hand or generate a draft and then review each one? Curious how you keep quality even across that many.

View
retko85-174d's avatar
retko85-174dAuthorOct 16, 2026

Thanks! The 1,700+ sheets are drafted by agentic pipelines we built, checked by code and evaluated with LLM judges, and we spot-check them by hand (I'm the founder, a software, data and AI engineer with 10+ years in the field, so a lot of it is my own stack). Each content type (cheat sheets, flashcards, practice tests, checklists and the rest) has its own pipeline with a few hundred rules. It first does deep research across official docs, PDFs and other sources, then drafts with Claude models (currently Opus 5.5), for cheat sheets always inside that concept / example / description format. The judges score dozens of criteria, with correctness and no hallucinations at the top, and we tuned the pipelines against those scores over many rounds. Updates work the same way, re-researching the latest docs and primary sources. It's not perfect yet and we keep improving it, so if you spot a wrong row, tell us and it gets fixed.