ReviewHook

Every RAG framework hallucinates. We catch them with a number. We tested 6 popular RAG frameworks (LangChain, LlamaIndex, Haystack, CrewAI, vanilla LLM, Wauldo) on 70 adversarial prompts covering prompt injection, source contradiction, out-of-scope refusal, and factual recall. Every framework hallucinated. The actual numbers (live, daily refresh): - LangChain — 40% hallucination (42/70 pass) - LlamaIndex — 54% hallucination (32/70) - Haystack — 40% hallucination (42/70) - CrewAI — 29% hallucination (50/70) - Vanilla LLM — 14% hallucination (60/70) - Wauldo Guard — 4% hallucination (67/70) ## How it works Wauldo Guard adds a verification layer that checks every LLM claim against your source data before anything reaches users. - Numeric trust score — every response returns confidence ∈ [0, 1]. A real number, not "verified: true" hand-waving. - Source-grounded — every claim mapped back to the exact passage. No source, no answer. - Deterministic — Rust + regex + structural comparison. Not LLM-as-judge. 100% reproducible. - Open leaderboard — 6 frameworks, 70 tests, GitHub Actions daily refresh, MIT license. - 3-line install — pip install wauldo, then wauldo.guard(answer, sources). ## Try it live, no signup Paste an LLM answer + sources at wauldo.com/tools/trust-score and get a trust score in <500ms. Same engine used in production. ## Pricing Free $0 · Guard $9/mo · Pro $29/mo · Scale $99/mo · Enterprise custom Leaderboard: https://wauldo.com/leaderboard Trust Score Tool: https://wauldo.com/tools/trust-score GitHub: https://github.com/wauldo/wauldo-leaderboard

Updatify is a release notes and changelog tool that helps web app developers communicate product updates to their users. Key features include:WYSIWYG Editor: Create visually appealing and informative release notes with an easy-to-use editor.Embeddable Widget: Seamlessly integrate a changelog widget into your website or web app with a simple code snippet.Scheduled Posts: Plan and schedule updates to be published at optimal times for maximum user engagement.User Engagement: Automatically notify users of new features and improvements, boosting retention.Ideal for:SaaS companiesWeb app developersProduct managersUpdatify simplifies the process of creating and delivering product updates, helping businesses keep their users informed and engaged, ultimately reducing churn.

OpenLimits removes usage caps and cooldowns from Claude models by providing a API with full access, real-time analytics, and OpenAI-compatible integration. Developers get uninterrupted coding with all supported models, fast setup, and one time payment instead of message or time limits.

Redirectly is a smart deferred deep linking service that helps mobile teams track install attribution and route users to the right content after app installation. Key features include:Deferred Deep Linking: Ensures users land exactly where they intended, even after app install.Install Attribution: Tracks the source of app installs, measuring campaign effectiveness.Cross-Platform Support: Works seamlessly with Flutter and React Native.Ideal for:Mobile app developersMarketing teamsProduct managersRedirectly simplifies deep linking, providing a reliable solution for attribution and user experience.

AI audio and video repurposing API for content creators and developers. Key features include:AI Transcription: Accurate transcription of audio and video into text using Whisper v3, supporting multiple languages.Blog Generation: Transform transcripts into well-structured, engaging blog posts with proper formatting.Chapter Breakdown: Automatically detect key topics and create organized chapter structures for better navigation.Smart Summaries: Generate multiple summary lengths for diverse platform needs.Ideal for:Content creators looking to maximize content reachDevelopers building AI-powered content toolsMarketing teams seeking efficient content repurposingOne API call to transform your audio and video into reusable content.

Orshot is an API-first platform for generating images, PDFs and videos from templates at scale — built for developers, agencies and marketing teams.