The Software Engineering category is more active than most people realize. 144 products launched in 2023, each competing for the same audience. Community engagement data below.
144 Software Engineering products launched in 2023, ranked by community engagement.
The Software Engineering category is more active than most people realize. 144 products launched in 2023, each competing for the same audience. Community engagement data below.
100% free tech talent digest. StartupSoft's team will be selecting 40+ tech talents ready to start their next journey as a part of a startup team. Not planning to hire anyone yet? Just sign up, claim your bonus, and lurk who's available!
We built the first code knowledge management tool so developers can easily understand code 👀 find documentation in the IDE 👩💻 integrate code directly in their docs and 🦾 finally trust documentation because it’s automatically updated as the code changes.
Patr is a one-stop platform for deploying Static sites, Web apps, Databases, and Containers in your own cloud account. Streamline your DevOps by eliminating the complexities of managing your cloud infrastructure.
Make your first step into the IT world, and learn the basics of software development in just 5 months. There are 3 paths you can choose: Front-end development, IT Project Management & Quality Assurance, and UI/UX Design. You get resources to learn and regular calls with mentors to get feedback.
Sym helps developers secure infrastructure and maintain velocity. You get everything you need to implement just-in-time access for your team: a Terraform provider for defining roles, a workflow engine in Python, and a simple Slack UI for requests.
At Flexiple, we help ambitious companies ace their goals by building dream tech teams for them. Focus on building your company. Hiring is on us with: 1. Handpicked talent 2. 1-week no-risk trial 3. Contract or full-time roles
Intuned is the one-stop solution for powerful unopinionated analytics. Connect the tools your team uses - Jira, Github, Linear and more - to get a centralized view of all your engineering processes and drive results. Also, customize everything!
Say goodbye to unreliable freelancers and expensive agencies and hello to hassle-free development with Subtledev. Our subscription service delivers fast, efficient, and reliable web and mobile development at a flat monthly fee.
DoesQA offers the power of traditional automation testing with an intuitive drag-and-drop interface. Anyone on your team can quickly create and maintain complex tests. It's easy to run tests, with unlimited concurrency and no maintenance required.
A lightweight, standalone tool that instantly creates a visual dependency map of all services running in your K8s cluster. Carreta leverages eBPF to efficiently capture service network interactions, and Grafana to query & visualize the collected data.
Discover the latest dev trends through a 5-min intro, one trend at a time. A newsletter with over 2300 busy tech founders that actually find the time to read it. Zero spam, sent once per month: low volume, high quality.
Architect’s continuous delivery platform allows any dev to create preview, staging, and even prod environments. We're dependency-aware and powered by GitOps so every deployment is production-grade, including the APIs, databases, and events it needs to run.
Our goal at Anvil is to make it fast and easy to build powerful web apps entirely in Python. So we’ve made Anvil itself faster, easier to use, and more powerful than ever! The launch includes many features based on feedback from our community.
Adrenaline makes you an expert on your codebase. Import a Github repository or paste a code snippet, and Adrenaline will answer any question you have about your code.
Our app assists developers like you in creating visually appealing and professional profiles that highlight your work and skills 🚀. You can quickly and easily create your own personal profile using our simple interface.
Get a weekly actionable tip for leading remote teams better. Improve communication, productivity, and motivation whether you're managing 5 or 50 people. Sign up now for a fresh tip every Saturday!
Touca provides open-source tooling and infrastructure that helps software engineers write high-level tests for complex workflows and run them continuously with different inputs to get fast feedback about changes in behavior or performance of their software.
IcePanel is a collaborative diagramming tool that helps software engineering and product teams align on technical decisions. Create an interactive map of your software systems and give your teams full context of how things work today and in the future.
Infisical is an open-source, end-to-end encrypted platform that helps software developers manage secrets and environment variables across their teams, devices, and infrastructure. In the last 30 days, we have processed over 14M secrets for our users.
Explore hourly talent rates at software development agencies across 35 countries: by location, tech stack, and years of experience. Made with ❤️ by YouTeam.
Using general-purpose diagramming tools can feel like coding on Google Docs. Terrastruct is designed to handle complexity, with a feature suite tailored to software engineers.
If you're a first-time manager trying to find your footing, an experienced manager who needs some help, or a seasoned leader ready to reach for the stars, this is the newsletter for you!
Git is an essential tool for any software developer, yet it can be challenging to use. Gut is a new git client that aims to make git easier to use, while still providing all the power of git.
Unleash the power of GPT from anywhere on the web. Use Sidekick AI to summon GPT right from your search bar, contact forms, or even your favorite IDE.
Discover the best GitLab integrations for your workflow with GitLabIntegrations.com! Our comprehensive platform features over 40 integrations and 11 categories to help you find the tools you need for improved productivity and faster value delivery.
Qeraunos is a custom built middleware cache based on a mix of LFU and LRU eviction policies that adds the ability to cache GraphQL queries and mutations. With Qeraunos you have the option to either implement it utilizing client side or server side caching.
Fleetic's search engine uses its own bot and algorithm for reliable and unbiased results, without relying on Google or Bing data. It has a personalized chatbot for an efficient search experience. Join Fleetic to discover the world with ease.
With Versionfeeds, you can create your own RSS feeds and add the software you love and need to it. Versionfeeds will then fetch all releases of the software and make them available in the RSS feed. So you can stay up to date with your favorite software.
The Hybrid Hacker is a compilation of fresh notes, insights, and works that are gathered every week. Whether you're a tech professional, a dev, a maker, or simply someone with a passion for learning, The Hybrid Hacker newsletter is the ideal resource for you.
Query your database from a browser, a server, a mobile device, a Raspberry Pi, or any internet connected device with one universal SDK/API, all without building an API. Add, remove, or swap databases without reworking your codebase every time needs change.
Buildt is an AI tool giving you a ChatGPT like experience in your codebase. Helping developers quickly search and understand large codebases. It’s like having a colleague with perfect memory and understanding of your codebase sitting next to you.
Steamship is Heroku for LLM apps. If you have an incredible prompt, we can help you host it in minutes so you can start building a business around it. Chain prompts, add python & web searches, generate images and sound -- and share with the world.
Dbcopycat, making your static json data dynamic - allows you to perform CRUD operations such as creating, reading, updating & deleting the json file. You can do fast operations with dbcopycat. It's so fast that it treats your data as if it were static.
Use Refraction to detect bugs, add debug statements, create documentation, separate hardcoded literals, refactor code, style check, generate unit tests, and add types, all within your editor.
Apple and Google are making it incredibly difficult to analyse apps published in their stores. One could spend days exploring reviews and ratings from all countries around the world. We are here to help and make this task as pleasant as possible.
A simple tool that makes your data flows observable, helps find and troubleshoot issues faster and delivers optimal performance. Its lightweight dashboard makes it easy to track key metrics of your Kafka clusters.
bestcodingpractices.dev is an open, resourceful place where you can discover best coding practices. It features practices from a wide set of domains — architecture, security, programming languages, green IT… Learn, inspire, and share with your team.
The Zeet Developer Platform is a centralized infrastructure control plane that encourages self-service infrastructure through delightful interfaces. Turn your IaC packages into Blueprints, so any member of your team can manage the underlying resources.
This template helps you manage all your Merge Requests at one place. Using this template, you can - Manage your Merge Requests, add your Merge Requests to projects, view Merge Requests assigned to you or that are overdue, view Merge Request Status Charts
CodeCrafters makes interactive courses for software engineers, where you get to recreate popular developer tools from scratch. Build your own Redis, Git, Docker, and SQLite—in Go, Python, Rust, etc.
The best technical vetting tool, powered by AI. In less than 25 mins, measures technical and soft skills, gives a trust score, and generates a detailed report, so you can focus only on the best candidates. Experience faster and more accurate hiring decisions!
Piiano is a developer-friendly privacy vault for storing and securing customer data. We simplify the engineering of privacy with APIs, providing encryption, data retention, key rotation, and more. Covering you for privacy regulations and data security needs.
Not another collection of prompts. Learn ChatGPT's advanced techniques and best practices. Understand how it works and unlock its full power. For beginners and experts, devs and non-devs, this course can upgrade you from a prompt user to a prompt master.
End-to-end application deployments on Kubernetes in minutes, in your own cloud account, no lock-in, no migration debt Are you a small team looking to go live fast? Or are you a big team but stuck with migration debt? Use Humalect and live Happily ever after!
Connect with developers across the world. Solve a bug, organize a Hackathon, build a Community, or just chat with your colleagues. It’s a live streaming platform - where developers never have to code alone🚀
AI-RnD is a centralized hub for accessing and sharing AI research papers to encourage knowledge dissemination and collaboration among researchers and developers. A platform for users to discover, discuss & list all the latest research & developments in AI.
Atomic Fusion's AI Copy feature enables you to build Bubble pages/sections literally in seconds. Simply provide context about your Bubble app and Atomic Fusion generates components or pages with meaningful text content pre-populated in it!
Automatically classify and route your pull requests based on the content of the code. Add estimated review time labels, route PRs to code experts for review, and build custom workflows that flag security and quality risks to maximize developer efficiency.
Tired of going through docs of public APIs, querying DBs with hard-to-use clients, and hunting for solutions on Google? DevGPT combines ChatGPT and 30+ mini-devtools to solve all of the above problems and a lot more to help you save 10s of hours every week 🚀
An All-in-one System to manage your Team's entire Software Development Processes effortlessly.
Now Bito understands your codebase and marries it with the brilliance of GPT-4! Join 100,000 devs using Bito’s AI from their IDE/CLI to easily write code, explain code, write unit tests, comment code, check performance, and explain concepts.
Create lip-sync videos with AI. Try text-to-speech, use our video and audio templates, or upload your own. Optimized for desktop. When the mouth is closed, it improves the lip-sync result. We are working on a fast high lip-sync video resolution.
Allotropy offers a subscription-based service for Applied AI, Design and Development. Ideal for startups and businesses looking to elevate their products with AI. Transparent pricing, flexible subscriptions and exceptional craftsmanship guaranteed.
How it works? Rent a developer and start adding your requests immediately. 1. Choose a subscription. 2. Create a request which is converted into smaller tasks. 3. Relax and see every task resolved in a timely fashion.
Code Genius is a revolutionary AI code assistant designed to empower developers and companies alike. With its advanced features and intuitive interface, Code Genius transforms the way you write code, enhancing productivity and efficiency every step of the way.
Depot is a hosted container build service that builds Docker images up to 20x faster than existing CI providers. We run fully managed Intel and Arm builders in AWS, accessible directly from CI and from your terminal.
Code Code Ship is a package registry focused on paid packages. We help developers sell subscriptions to their pro / paid libraries. We currently support JavaScript / TypeScript, Ruby, Rust, Elixir / Erlang, and DotNet with plans to add more.
DevPod is built on the devcontainer.json standard to create reproducible dev environments. It lets you spin up dev environments in any infra, kind of like a Terraform but for dev environments.
Run Developer Workflows directly from GitHub Comments to enhance the collaborative workflow that is critical to how teams review, test and provision their code and infrastructure. Join the emerging trend of automating CI/CD via GitHub Comments.
Become a true Vim Ninja — instantly enhance your developer experience with our browser-based, interactive Vim course. Don't resort to following poor video or text-based tutorials: use Vim as you learn it, no setup required.
Property Tap is property management software for the self managing retail real estate investor that allows you to automate your systems, collect rent and manage expenses. This software is ideal for the DYI property manager with 1 - 25 doors.
Go Fractional is a curated group of fractional (interim) talent that can come in and drive impact in your business. They have done it before, know how to avoid mistakes, and are ready to drive exponential results.
Aqueduct's LLM support makes it easy for you to run open-source LLMs on any infrastructure that you use. With a single API call, you can run an LLM on a single prompt or even on a whole dataset!
Writing prompts today is like writing php in a txt file - it sucks and there is no tooling to help you improve it. Optimist fixes this by helping you systematically improve your prompt
IMPERIAL helps you share code with friends or colleagues. Allow edit access to other users and collaborate. IMPERIAL offers extensions for Jetbrains and Visual Studio IDEs.
A tool powered by GPT-3.5/4 that translates code from one language to another. You can also use natural language to generate code and get natural language explanations from code.
Momento Cache is a truly serverless caching service. It provides instant elasticity, scales to zero, and is blazing fast. Gone are the days of managing capacity. With Momento Cache, you grab the SDK, sling a few lines of code, and you're off and running.
Quell is a Javascript library that caches GraphQL queries. Quell 8.0 contains major improvements to Quell’s caching algorithm and developer tool.
Steadybit: Boost software resilience through controlled failure injection. Simplified chaos engineering with user-friendly tools, monitoring, and insightful analytics. Foster resilience culture, enhance user experience, and reduce system failure risks/costs.
Hyacinth Labs: Where art meets engineering to turn your ideas into reality. Launch your next big product in weeks, not months with our Product Lab! Push boundaries, exceed expectations, and experience ingenious, functional design.
Our subscription product Devcinch allows you access to a software developer, replacing unreliable freelancers and expensive agencies for one flat monthly fee. We specialise in speed of delivery and excel when working with our clients in an async nature.
We're a collective of full-stack Javascript engineers that can make your backlog move faster. No meetings, no hourly billing, a fixed-rate for unlimited tickets. We just ask you write concise tickets and we'll finish them on time.
Codejet helps builders code 50% faster by converting designs to production ready code. Create a project in Figma, and Codejet will convert it into clean and open TypeScript code (along with RWD and unit testing).
This SaaS course will help you start getting your SaaS off the ground. From coming up with an idea to launching your MVP, and building your first version, to launching and scaling.
Serverless Icebreaker not only assists you in identifying potential performance issues early in the development cycle but also enables common understanding in teams about AWS Lambda's performance characteristics.
dyrector.io is an open-source continuous delivery & deployment platform with version management. It's designed to help SaaS businesses increase productivity by reducing cognitive load on engineers by automating and bringing capabilities to one place.
You saw some nice piece of code? Now you can add a 👍, or maybe even a 😍 and spread the love. It seems like there might be a bug there? Give it a 🐛 with a comment on your finding and come back to fix it when you get the chance.
Zeabur is a PaaS (Platform-as-a-Service) that helps developers can deploy their services with one click. No matter what programming language or framework is used.
Repodex uses AI to automatically identify errors and generates code to fix them. The main goal is to alleviate code maintenance (tech debt, refactors, bugs) so that your team can focus on what matters most - delivering features for your users.
A better way to create and reuse your code. Make dynamic code templates for your use cases. Any language is supported. Reuse your code anywhere from a one-liner snippet to full-blown projects. 100% accurate generated code. Say goodbye to boilerplate. 👋
ShipFast.AI makes it easy for startups and early-stage founders to build MVPs. We have a three-phase process to build products for founders who want to execute multiple ideas in less time.
Automations Marketplace is your one-stop shop to improve your team’s engineering efficiency. With very little time investment, you can choose one of Sleuth’s pre-built, no-code automations, and install and configure it with just a few clicks.
Querytastic is a simple tool that allows you to upload your database schema and ask questions about it.
We are helping Founders and Entrepreneurs to launch their MVPs in just 15 days. We help them in the development of the MVP so they can go to market before their competitors.
AWS has never been easier with the Scale to Zero Kit. Deploy your app in minutes with serverless architecture. The kit comes with everything. Deploy fast, scale, and pay only for what you use.
AI-Powered Summarized News: Listen, Stay Informed, Any Language! Stay informed about global events in a nutshell with Hearbitz, the AI-powered news platform that offers succinct and filtered news summaries.
Code Security Audit was designed to give founders peace of mind. CSA is a packaged solution that detects vulnerabilities and gives a practical roadmap to upgrade software security. Plus, we offer a FREE checklist to help you find a perfect development partner.
GPT-powered tool to unblock your code faster and speed up your development process.
Simple tool to generate React unit tests with your favorite testing library. Paste your React component in our editor, hit "generate" and our AI will spit a unit test.
Pingdom/Cronitor free alternative (but the other way around and A LOT simpler, with A LOT more capabilities), suitable for developers, system admins, DevOps, and individuals with complex networking situations (think “onprem” or K8s clusters with no inbound).
inlang’s VSCode Extension (beta) was built to help developers working on globalized (i18n) codebases, making it possible to work efficiently with a hand full of helpful features.
It’s all about speed. Edit a message without touching your mouse. Switch between simultaneous conversations with just arrow keys. Click the “Fix Errors” button and your errors start disappearing. Everywhere you need it – from VSCode to Terminal
Through this guide, embark on a transformative journey from understanding the foundational basics of the web to crafting and deploying your very first website.
A URL Shortener - The first product in the World API Toolchain
Engineered for versatility. Designed for all programming languages. Tailored for apps and databases. zCloud is your cloud hosting solution that removes complexity and simplifies software shipping. Comes with amazing support and competitive pricing.
Customer Feedback and Bug Reporting Software. The easiest way to send feedback and report bugs. Capture screenshots or record screens of any website, highlight issues using annotation tools, and submit them to your favourite issues tracking systems.
CodeThreat redefines code security with in-depth SAST. We offer precise code analysis, custom security rules, and intelligent DevSecOps integrations, empowering you to build and ship secure code efficiently.
Track, measure, and boost your tech team's performance. 100% free. Team Analytics provides the essential metrics to track and assess your tech team. It allows you to evaluate them over time, detect bottlenecks, and compare data across different members.
Keep makes it easy to consolidate all your alerts into a single pane of glass and to orchestrate workflows to automate your end-to-end processes. Think of Keep like GitHub Actions for monitoring tools / Datadog Workflow Automation for any monitoring tool.
Zen Kubernetes is an introductory course on Kubernetes with the goal of empowering Non-DevOps engineers with practical hands-on training. Learn container orchestration, confidently deploy apps, and scale effortlessly. Launching in early September🚀
InstaAPI lets you build and deploy REST APIs quickly. With the simple flowchart-like interface, you can quickly create custom logic for API endpoints. It also comes with a built-in database which you can modify without coding.
Backendflow is a no-code platform that gives your Firebase apps superpowers. With AI-generated Cloud functions, cron jobs, webhooks, and features like email, search, and GeoQuery, backend development has never been easier. All without any code or devops.
Low-contrast light and dark themes for web developers: low-contrast color schemes with great readability and non-distracting UI themes for your IDE or code editor.
Meet Rayrun, a game-changing Chrome extension for devs/testers. Generate precise CSS selectors for web elements seamlessly, regardless of their complexity. Compatible with Puppeteer, Playwright, Cypress & Selenium.
Next Edge Starter is a comprehensive starter kit for building and launching modern web applications. It comes with 3 different templates to choose from.
Easy-to-Use Tools for Effective Agile Project Management including simulations, retrospectives and User Research capability. Changing the conversation to “Theres a 75% we’ll be done by Sprint 6, but a 95% chance we’ll be done by Sprint 9”
GenPen AI: Revolutionizing software development! We turn your design prompts into REST APIs in minutes, with automatic documentation. Speed up debugging, reduce development time, and simplify project management. Leave the REST to us!
FasterSaas is a new NextJS 14 SaaS boilerplate. It saves you time by coming preconfigured with the latest kits and libraries fully installed. FasterSaas is a fully loaded SaaS solution, which can take you from zero to hosted SaaS product within 30 minutes.
Whether you need full-time contractors, project-based developers, or dedicated teams, we've got you covered. Our commitment: 3 interview-ready candidates in 48 hours, with 99% matching accuracy & 12+ months retention. Choose from 10k vetted profiles.
Deploy secure & production-ready infrastructure instantly with Kapstan. Effortlessly provision Kubernetes, manage apps with a few clicks. Kapstan ensures updates, patches, and best practices. Deploy instantly, start seamlessly.
Simplify K8s complexities with an all-in-one platform. Easy troubleshooting, building, deploying, observing, scaling apps—integrated SSO for fine-grained access management, CI/CD pipelines, DevSecOps. A unified solution for your K8s needs.
Build a bespoke headless ERP with Tailor's flexible data modeling and automated APIs. With an adaptable framework that's SOC2 certified, it integrates easily with existing systems—all while offering clear, methodical workflows to handle complex business tasks.
Codebay is a beginner-friendly app for learning Python, compatible with both your smartphone and iPad. It offers interactive courses and an AI assistant, designed to help beginners master coding efficiently and enjoyably, anywhere, anytime.
Codelita® is an online platform for learning programming from scratch, even on mobile devices!
Most software projects fail due to poor requirements, Userdoc empowers your team with sophisticated AI that ensures your project has the best chance of success. Generate user stories, personas, and user journeys with amazing levels of detail.
The AI enabled infrastructure platform that auto-builds, deploys, and scales your code in minutes. Forget messy cloud infrastructure and complex deployments
Introducing the new collaborative whiteboard that makes team meetings productive and fun.
Compare the number of software bugs found in the 3,046 top global apps over the last month. Submit your own company.
Dive into real world projects using top technologies and build a verified skills portfolio to stand out and elevate your career prospects. Trusted by 20,000+ developers from around the globe.
AWS has been too intimidating and tedious, causing teams to settle for a simplistic black box PaaS or hiring devops too early. But no more! 🙅🏼 Our Developer-first AWS infrastructure enables you to use the best AWS services with the easiest possible setup.
SMTP Debug Tool is an accessible technology tool for developers, maintainers, and owners of websites and apps to check the SMTP connection and see full logs of the session online. Available for free on any browser.
AI is a game changer, so why don’t you start your project with AI assistance? Save time and effort by building a backlog in seconds. Generate user stories, and acceptance criteria, and write release summaries with StoriesOnBoard’s new and powerful AI feature.
From any codebase, we generate a wiki with API Docs, descriptions of features and their implementation, and common guides maintaining the original style, language, and dependencies. These enables developers to understand legacy, spaghetti, or throwaway code.
Releasy is a test management platform for manual QA testing & issue tracking that helps your team deliver higher quality products, faster. It allows your clients, even those without a tech background, to test, validate, and accept project releases with ease.
Explore QASkills.io's journey: Learn, practice, and earn your QA certificate. Nail interviews and land your dream job! 🚀
docker logs and docker inspect in an easy to use GUI darklens allows you to access your container logs and configs without SSH access. You can track your containerized services in a centralized UI. darklens' agent is easy to set up with 3 simple steps.
Build AI applications easily without needing to move your data to complex pipelines and specialized vector databases. Integrate AI and vector search directly with your database including real-time inference and model training. Just using Python!
Let AI create your next web app. Chat with mern.ai about what you want to develop and generate full stack code instantly. Use our built-in IDE to view/edit code and publish to production when your app is ready.
Optimize Playwright CI testing with Argos! One-click debugging, instant failure screenshots, and an online trace viewer for efficient issue resolution. Benefit from enhanced Visual Testing without local runs, visual diff reviews, and flakiness elimination.
Everything you need to build great software in record time. Discover the power of Kapeta Blocks. Self-contained software components designed for plug-and-play efficiency.
Cut development time and data storage cost by deploying custom backends in the cloud with no coding skills
Leveraging Nadi that monitor your applications, ensuring they run smoothly and contribute to overall operational efficiency
Task Doer: Efficient, simple task manager app with reminders, timelines, and customizable task statuses. No flashy tutorials, just practical functionality. Try it on iOS - 'Task Doer'. Your feedback matters!
ShadowTraffic helps developers simulate production traffic to backend data systems. It uses a simple and intuitive JSON API that mirrors the structure of your data. ShadowTraffic directly integrates with Apache Kafka, Postgres, and webhooks.
The Valley of Code is a website whose goal is to help you become a Web Developer. The website you can always reference and use as “the place where you go learn quickly how to do X” in your day-to-day life as a developer.
Data Protocol partners with companies like Slack, Meta, Intel, and Google to provide developers essential training and updates on their favorite products. Access a growing library of interactive courses, resources, certifications, and more. Forever free.
btunnel is a http reverse proxy to expose your localhost to the internet. The key features of bored-tunnel are: high performance build-in file server basic auth capability always https urls arbitrary tcp port exposure
The Align API offers plug-and-play guardrails for your AI application. It proactively identifies NSFW prompts before it gets sent for inference. This saves unnecessary cost, protects your brand and prevents you from getting banned by OpenAI, Apple or Google.
Runabout is a plugin for the IntelliJ IDE that allows Java developers to run any method in their project without writing tests or running their entire project. It serves as a new way to reproduce issues, debug high priority bugs, and test new code.
Build and deploy ML models with ease using Semiring. Start with 5 data samples to craft datasets, fine-tune with our models, and deploy via a simple API. No ML know-how is needed.
Code-level performance measuring tool for software written in C#, Python, Java and nodeJs
Devcats: Where ideas become top-notch web apps. We mix innovation with speed, saving you time on hiring in-house through our monthly subscription model. Experience streamlined software creation, minus the in-house hiring headaches.
Templates help and inspire developers to build applications using Encore together with other tools.
Harmony is an ESLint config for modern TypeScript apps. It's designed to be used with Prettier and Stylelint. It is incredibly opinionated and strict, enforcing the maximum amount of type safety and code quality.
The category grew by 125% compared to 2022, moving from 64 launches to 144. Average interest score across all 2023 launches: 143. Average engagement ratio: 0.24.
Use the year navigation at the top of each category page. The trends page for each category also shows top products by year in a single view.
Engagement ratio captures discussion quality. A product can game interest with a well-timed launch. It can't fake 200 substantive discussion threads. We default to engagement ratio because it's harder to inflate.
Highest community engagement at launch, measured by interest score and engagement ratio. These are traction rankings, not editorial picks.
Launch timing matters. Q1 products face different competition than Q4 products. Seasonal patterns affect both launch volume and community attention. Quarterly grouping makes comparisons fairer.
No. Some of the best-loved tools in our index have modest interest scores but sky-high engagement ratios. That pattern means a smaller audience cared deeply. I'd take that over 5,000 interest and crickets in the discussion threads.