Turn a vague success claim into one sourced metric, then blur a client name lacking permission.
Tell me what your coding agent keeps getting wrong, and I write the CLAUDE.md or AGENTS.md that would have stopped it. Not a template filled in from your README - a file built from the landmines only you know: the command that needs an undocumented env var, the directory nobody should hand-edit, the decision that looks wrong and is deliberate. A complete file in the first reply, gaps marked TODO, three questions at most. Free for three requests.
Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.
Your backtest looks strong. But can you trust the evidence behind it? Check for holdout contamination, time leakage, cost-stress failures, concentration risk, and reproducibility issues — before you rely on the result.
Engineers AI-video prompts that sell first — strong hook, real camera moves, and the realism levers (plus negative prompts) that kill the plastic, uncanny look. For e-commerce sellers and marketers producing product video with AI tools, even without filming ability or on-camera talent.
Check AI-generated claims against your approved Fact Sheet and flag changed quantities, expanded scope, dropped attribution, and unsupported mappings — deterministic, local, and no AI guessing.
Turn customer reviews, testimonials, comments, and survey feedback into evidence-based sales assets. ReviewFuel AI extracts customer themes, purchase triggers, objections, and recurring language, then creates ad hooks, product-page copy, three ad variants, FAQs, and a Claim Safety Check without inventing product facts.
Paste AI evaluation cases and get an evidence-bounded triage brief: expected vs. observed behavior, ranked hypotheses, and the missing checks to run next — so you can decide what to investigate first without claiming a root cause or fix.
Turn real product reviews into evidence-backed positioning, product-page copy, image briefs, short-video scripts, and a practical testing plan—without inventing specifications or claims.