... could get text-to-SQL right, everything else would follow. Now, barely a year later, text-to-SQL is a solved problem. Our AI analyst almost never makes technical mistakes anymore. It generates clean SQL. It respects schemas. It handles edge cases that used to be a minefield. And yet, the product still isn t done. Not even close. Because the stuff that s left doesn t show up in the old evals. The real challenges are squishier now. They ... ... kind of problem that s hard to even describe without sounding vague. But you feel it instantly when you use the tool. You can tell when the AI is pulling on the thread you would pull on, versus

... products fail AI visibility not because of bad content but because of structural incompatibility. ChatGPT, Perplexity, Google AI Overview... they're not "ranking" products. They're making binary decisions: include or exclude. And if your product has: Citation-unsafe schema markup Missing canonical entity structure Non-compliant title formatting Zero-Click incompatible content You're blocked. Period. What This Tool Actually Does AEO Optimizer scans your product and gives you a Pass/At Risk/Blocked verdict across 4 categories: 1.SEO (traditional search ... ... 2.AEO (Answer Engine Optimization - ChatGPT, Perplexity) 3.GEO (Generative Engine Optimization - Google AI) 4.Zero -Click Authority (structural citability) 5. Capable of scanning your website, your competitors

... tools. Built-in Multi-Database Support Unlike traditional note-taking tools, DevScribe lets you execute real database queries inside your documentation . Supported Databases MySQL SQLite PostgreSQL MongoDB Elasticsearch You can: Write queries next to explanations Save query results Document schema decisions Visualize database structure This means your database knowledge lives with your project docs , not scattered across DB tools. Diagram Library Designed for Engineers DevScribe s diagram library is not a generic whiteboard . It s purpose-built for software architecture ... ... system design . Supported Diagram Types ERD (Entity Relationship Diagrams) HLD (High-Level Design) LLD (Low-Level Design) Class diagrams Sequence diagrams Data structure diagrams These diagrams stay directly connected to: APIs Database schemas

... agent reviews a PR first, it handles the awkward stuff privately: "Hey, this variable name x is unclear." "You handled the success case, but the error catch block is empty." "This API response doesn't match the new schema." The Result? The Junior fixes it without shame . It s just a bot correction, not a judgment from their boss. From "Police" to "Partner" By the time the Senior Engineer sees the PR, the "dumb stuff" is gone. The code ... ... tired of being the one to point them out? That shift from correcting syntax to discussing strategy is how you turn Code Review from a chore into a culture of mentorship. What is the ratio of "Nitpicks" vs

... Introducing MySEOKingTool One-Click Schema Markup for Smart Marketers Unlock frictionless SEO performance with our streamlined Schema

... user actually behaves. The key difference from many other solutions is that the profile is structured. Instead of storing raw text blobs, GetProfile turns user understanding into typed fields with confidence scores and importance levels, backed by a PostgreSQL schema you can inspect, query, and integrate with the rest of your stack. For example, a profile might look like this (simplified): Summary: Alex is an experienced software engineer who prefers concise, technical explanations. They mostly work in Python and have ... ... what gets extracted and how it s injected One of the core design decisions in GetProfile is that you shouldn t be locked into my idea of what a user profile is. Instead: - Profiles live in a generic, extensible schema

... have been working behind the scenes on a lightweight, results-driven SEO utility that solves a problem most marketers deal with every day: MySEOKingTool.com now offers: Article Wizard FAQ Schema Generator Content Writer Ai Supported Text to Image Bulk Writer Content Outline Generator Content Brief Youtube Script Generator Sitemaps and robots.tx Generator Site Auditor Competitor

... your database is using . Think of it like this: most tools speak generic SQL. But Text2Query now understands the nuances effortlessly switching between different SQL flavors and MongoDB , like someone fluent in multiple dialects. Now, when you upload a schema, the app automatically detects whether it s PostgreSQL, MySQL, SQL Server, or MongoDB , and adapts the queries and syntax accordingly. Just upload your schema

... Today, I m excited to introduce My SEO King Tool , a streamlined platform engineered to help marketers generate high-quality Content Writer Ai Supported, Bulk Writer Ai Supported (10 Articles in single click), Text tom image ,FAQ Schema , Local Business Schema

... Express contracts written in invisible ink? Meaning: - req.body could be literally anything - res.json() returns whatever you hand it - TypeScript just shrugs and says: any So I built Meebo to fix this. const router = TypedRouter(express.Router()); const schema = z.object({ id: z.number() }) router.post ("/users", { response: schema

... ever had to seed a database, test an API, or prepare demo content, you know how time-consuming it can be to create good mock data. FakerForge removes that friction. What FakerForge Does FakerForge uses AI to generate high-quality, schema-accurate mock data in seconds. Describe what you need or provide a data structure and it produces clean, consistent datasets you can download or copy in your preferred format. Key Features AI-powered schema

... Major Databases: Currently works with SQL Server, MySQL, and PostgreSQL . Other database types coming soon. Large Database Friendly: Designed to scale whether your database has thousands, millions, or even billions of rows, DataQueryAI loads results efficiently with paging and schema guidance. End-to-End Analysis: Query visualize export reports. Export Options: Export results in HTML, CSV, or XLSX formats. Privacy-Focused: Option for local execution ensures your sensitive data stays secure. Designed for Non-Technical Users: Perfect for business analysts ... ... researchers, product managers, and small teams. How it Works: Connect your database (SQL Server, MySQL, or PostgreSQL) Ask questions in your preferred language (English, Vietnamese, German, French, Italian, Portuguese, Hindi, Spanish, or Thai) Select relevant schemas

... support from you ^_^, and really wanted to share some discounts or free trials, but our product is free and the only thing we can do - improve your experience using us! Have you had a chance of registering your Supabase schemas and using several suggestion quieries? If you spot any troubles, want to improve something or just having unexpected urge of saying "Hi!", please do. Just DROP here everything you want. Some of you might even want to have more control ... ... SlopCollector's team, with love - Samat & Aisulu. Comment from Puja Sharma(@puja_sharma13): Thanks for checking in! I'm really enjoying the Racoon so far. The simplicity and speed feel great. I've tried registering a few Supabase schemas

... Promptius GUI lets LLMs express ideas visually , not just verbally. It transforms natural-language prompts into structured, live interfaces instantly rendered via React. What It Does: Instead of text or markdown, the model returns a UI schema describing layouts, inputs, charts, and components. Promptius GUI renders that schema

... thrilled by the reception Text2Query got here on Product Hunt . As a thank-you to early supporters, I am temporarily raising the token limit so you can try more queries, explore bigger schemas, and really push the app s limits. This is just for a short time , so if you ve been curious, now s the best moment to upload your schema

... frontend developers, we often face the challenge of building and maintaining backend systems that are both flexible and efficient. Traditional backend development can be time-consuming and error-prone, especially when it comes to creating and managing APIs, database schemas, and validation rules. That's where Phantom API comes in. Phantom API is an open-source backend system that automatically generates API endpoints, database tables, and validation schemas

... Today, we re excited to launch Airbook AI - an AI-native workspace to do all your analytics in one place. Airbook automatically syncs, cleans, and centralizes data from HubSpot, Amplitude, GA4, Zendesk, Stripe, Postgres, Snowflake & more. Our AI is schema-aware - it understands your question and maps it to the fields that exist in your database, auto-builds queries across sources, and lets you edit everything it generates too- so you're always in control. From there, turn results ...

... been working on a small tool to solve something I kept running into: I plan most of my projects, dashboards, and MVPs in Notion but when it s time to build, I end up manually recreating the schema in Firebase, Supabase, or Prisma. Rewriting fields, guessing types, cleaning mock data It adds friction I wish I could avoid. So I built a tool that connects to your Notion workspace and lets you: View all your Notion databases in one place ... ... Clean mock/test data Export the full schema

... been working on a small tool to solve something I kept running into: I plan most of my projects, dashboards, and MVPs in Notion but when it s time to build, I end up manually recreating the schema in Firebase, Supabase, or Prisma. Rewriting fields, guessing types, cleaning mock data It adds friction I wish I could avoid. So I built a tool that connects to your Notion workspace and lets you: View all your Notion databases in one place ... ... Clean mock/test data Export the full schema

... files and ORM definitions, trying to piece together how a database really works. For decades, databases have been a black box buried in code, scattered across migrations, and locked to a single platform. What if you could see your schema as a living, interactive diagram? What if you could edit it visually, track every change, and generate code for any database system without rewriting anything? Let's explore how Evernox brings clarity and flexibility to modern database development through visual ... ... first design. Evernox allows you to: Model your entire schema

... Evernox ist the first tool that really allows you to work in a schema first approach. Create your Database diagram and generate code for your favorite programming language. With the Revision system you can even generate migrations making it possible to always use the diagram as your source of truth. Instead of creating a diagram once and then never having a look at it again, Evernox allows you to sync changes to your diagram back to your Database, making complex ... ... Schema

... parsing tools, our API transforms raw, unstructured files into clean, contextual, and validated data ready for downstream automation. Built differently: Single-call ETL Extract, enrich, and verify structured data from PDFs, scans, images, spreadsheets, contracts & more AI schema logic Define, enrich with cross-file, web, MCP or APIs, and get structured, cited output LLM-ready Built for orchestration: stream structured outputs into agents, RAG, or decision systems Trusted at scale Already deployed at MS&AD, Toshiba ... ... marketing@file.ai and we ll post a video of fileAI processing it, live! We ll be sharing the craziest files processed in the comments - so stay tuned! Submissions have been weird and wonderful, here s @tim_prugar with zero-shot schemas

... problem every crypto developer knows: Integrating multiple data feeds means juggling different schemas, auth methods, and endpoints. New exchange launches? Time for another custom integration. API changes? Hope you catch it before your app breaks. What we just shipped: Model Context Protocol (MCP) integration across all CoinAPI services (Market data API, Flat Files, Exchange Rates)- think of it as a universal translator that lets all crypto APIs speak the same language. What this actually means: - One endpoint for all crypto ... ... data (market data, exchange rates, indexes, trading APIs) - Self-describing schemas

... handled by Tensorlake s document engine no hacky pipelines required. Why it matters Many LangChain projects break down when document structure is inconsistent, or field extraction needs to be accurate and explainable. Tensorlake s integration provides: Reliable document ingestion Schema-driven field extraction Native support for RAG pipelines Built-in SDK + Playground for fast iteration It s now super simple to use documents (like SEC filings, contracts, or invoices) as context in LLM apps with structured outputs and markdown chunks ...

... tips would be amazing! Anyway, I just wanted to introduce Divhunt, and maybe someone will find it interesting and want to check it out. Divhunt is a website builder for professionals. The most similar alternative is Webflow. Divhunt is founded and developed by 3 guys. We started development in 2020 and launched the beta version in 2023. So far, we have 20K+ users. We were an LTD product until January 2025, so we don t have ... ... really important to take care of developers as well. We created a feature where you can create folders, JS and CSS files, and organize them perfectly. SEO Divhunt has all the tools you need for SEO. Metadata, sitemap, robots, schema