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@@ -199,6 +199,7 @@ Services for data storage, processing, analytics, and observability.
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-[Cloudera](https://www.cloudera.com/) - Provides a hybrid data platform for managing and analyzing data across on-premises and cloud environments.
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-[Cockroach Labs](https://www.cockroachlabs.com/) - Develops CockroachDB, a distributed SQL database for building global, scalable cloud services.
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-[Coralogix](https://coralogix.com/) - Ingest all your data, store it indefinitely on your cloud, and query across all types with a unified syntax.
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-[Convex](https://www.convex.dev/) - Reactive backend platform with real-time database and serverless functions.
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-[Couchbase](https://www.couchbase.com/) - Offers a distributed NoSQL cloud database for mission-critical applications.
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-[Databricks](https://www.databricks.com/) - Provides a unified analytics platform for big data and AI, built on Apache Spark.
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-[Datadog](https://www.datadoghq.com/) - A monitoring and security platform for cloud applications.
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-[Parahelp](https://parahelp.com/) - AI support agent that automates complex customer support tickets end-to-end for software companies.
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-[Prefect](https://www.prefect.io/) - Workflow orchestration framework for building resilient data pipelines in Python.
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-[Resolve.ai](https://resolve.ai/) - An agentic AI SRE from the co-creators of OpenTelemetry.
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-[Rewst](https://rewst.io/) - No-code automation platform for security operations and IT workflows.
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-[Ryvn](https://ryvn.ai/) - BYOC deployment platform for SaaS startups in customer clouds and on-premises.
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-[ServiceNow](https://www.servicenow.com/) - A cloud-based platform that streamlines digital workflows for enterprise IT, customer service, and HR operations.
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-[Supertrace AI](https://supertrace.ai/) - AI-powered network engineer platform for automating IT network management and infrastructure operations.
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-[Temporal](https://temporal.io/) - Durable execution platform for reliable workflows with automatic failure recovery.
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-[Tines](https://www.tines.com/) - No-code automation platform for security operations and IT workflows.
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-[Windmill](https://www.windmill.dev/) - Open-source workflow engine and developer platform for automation.
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-[Zapier](https://zapier.com/) - A no-code automation platform that connects thousands of apps to automate repetitive tasks between web services.
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@@ -345,10 +348,12 @@ AI-powered tools that enhance creativity, productivity, and interaction through
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-[HopeAI](https://hopeai.org/) - Builds AI products for societal benefit, including mental health tools and ethical AI initiatives.
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-[Laminar](https://laminar.sh/) - Observability and analytics platform for LLM applications.
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-[Lovable.dev](https://lovable.dev/) - Turns natural language prompts into real software applications with a focus on developer friendliness and speed.
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-[Marblism](https://www.marblism.com/) - Generate full-stack web apps from a single prompt.
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-[Perplexity](https://www.perplexity.ai/) - An AI-native search engine that answers questions with citations and real-time data.
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-[Playground](https://playground.com/) - A tool for exploring and experimenting with generative AI across text, code, and image generation.
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-[Poe](https://poe.com/) - A multi-AI chat interface by Quora that enables access to models like Claude, GPT-4, and more in one app.
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-[Prismic](https://prismic.io/) - A headless CMS for developers to build and manage dynamic websites using modern frameworks and custom content APIs.
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-[Pythagora](https://pythagora.ai/) - AI dev tool that builds production-ready apps through conversation.
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-[Replit](https://replit.com/) - Collaborative browser IDE with instant deployment and multiplayer coding.
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-[Retool](https://retool.com/) - A low-code platform to build custom internal tools quickly with pre-built components and database integrations.
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-[Softgen](https://softgen.ai/) - Provides tools to automatically generate code, documentation, and tests to speed up software delivery.
@@ -367,6 +372,7 @@ Cloud-based platforms for creating, testing, and shipping software, including fo
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-[Coolify](https://coolify.io/) - An open-source and self-hostable alternative to platforms like Heroku and Netlify, enabling management of servers, applications, and databases on your own hardware.
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-[CopilotKit](https://www.copilotkit.ai/) - Open-source framework and infrastructure for building in-app AI copilots and agents.
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-[Daytona](https://www.daytona.io/) - Provides lightning-fast, secure infrastructure for running AI-generated code, with 200ms environment creation and isolated runtime protection.
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-[Deno Deploy](https://deno.com/deploy) - Globally distributed edge platform for JavaScript and TypeScript serverless apps.
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-[DevZero](https://www.devzero.io/) - Delivers production-like cloud development environments using MicroVMs, combining the performance of containers with the isolation of VMs.
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-[Empromptu](https://empromptu.ai/) - No-code AI application builder with embedded models and production infrastructure.
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-[FastMCP Cloud](https://fastmcp.cloud/) - Zero-config MCP server deployment platform for modern AI development workflows.
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-[Release](https://release.com/) - Enables the creation and management of on-demand, ephemeral environments, streamlining development workflows and reducing costs.
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-[Roboflow](https://roboflow.com/) - Offers tools for building and deploying computer vision models, simplifying data collection, annotation, and model training for developers.
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-[Robovision](https://robovision.ai/) - Provides a computer vision AI platform for smart automation, capturing industrial data and optimizing intelligence to reveal untapped value.
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-[Shuttle](https://www.shuttle.dev/) - Rust-native cloud platform for building and deploying backend services.
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-[Tabnine](https://www.tabnine.com/) - AI code assistant with private model options.
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-[Ubicloud](https://www.ubicloud.com/) - An open-source cloud platform that can run anywhere, offering IaaS features on bare metal providers with options for self-hosting or managed services.
@@ -411,12 +418,14 @@ Services that provide authentication, authorization, identity management, and fr
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-[Keycard](https://www.keycard.sh/) - Identity infrastructure for AI agents with dynamic access controls, MCP/A2A support, and audit trails.
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-[Keycloak](https://www.keycloak.org/) - An open-source identity and access management solution for modern applications and services.
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-[Magic](https://magic.link/) - Passwordless authentication using magic links and social logins.
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-[Oso](https://www.osohq.com/) - Authorization framework with policy-as-code (now part of Netflix).
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-[Pangea](https://pangea.cloud/) - Security services API platform for auth, vault, audit, and more.
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-[Permit](https://www.permit.io/) - Authorization-as-a-Service platform for baking-in access control in minutes.
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-[PropelAuth](https://www.propelauth.com/) - B2B authentication and user management for multi-tenant apps.
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-[Ory](https://www.ory.sh/) - Offers open-source identity infrastructure for authentication, authorization, and user management.
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-[Sift Science](https://sift.com/) - Utilizes machine learning to provide real-time fraud detection and prevention solutions.
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-[Stytch](https://stytch.com/) - Provides APIs and SDKs for passwordless authentication, including email magic links, SMS passcodes, and biometrics.
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-[Topaz](https://www.topaz.sh/) - Open-source authorization service from Aserto team.
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-[Warrant](https://warrant.dev/) - Authorization and access control as a service.
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-[WorkOS](https://workos.com/) - Offers enterprise-ready authentication solutions, including single sign-on and directory synchronization.
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-[Xpander.ai](http://xpander.ai/) - Backend-as-a-Service for AI agents with managed hosting and function libraries.
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-[Cap](https://cap.so/) - Open-source screen recording platform with cloud sharing and custom S3 storage support.
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-[1NCE](https://www.1nce.com/en-us/) - Offers flat-rate global cellular connectivity for IoT devices, including SIM management and low-bandwidth data plans designed for scale.
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-[Hologram](https://www.hologram.io/) - Provides global IoT SIM cards and eUICC technology with a cloud-native dashboard for managing devices and data usage across carriers.
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-[Knock](https://knock.app/) - Notification infrastructure with workflows, preferences, and delivery channels.
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-[Mux](https://www.mux.com) - Solves the hard problems software teams face when building video, from live-streaming platforms to on-demand video catalogs and anything in between.
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-[Onomondo](https://onomondo.com/) - A full-stack connectivity platform for IoT with a single global SIM, advanced network control, and transparent pricing.
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-[Particle](https://www.particle.io/) - An integrated IoT platform offering hardware, firmware, and cloud connectivity tools for building and scaling connected products.
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-[Qubitro](https://www.qubitro.com/) - A device-to-cloud data platform for IoT that helps developers collect, analyze, and act on sensor data with minimal setup.
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-[Novu](https://novu.co/) - Open-source notification infrastructure for multi-channel messaging.
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-[Resend](https://resend.com/) - Email for developers who want to deliver transactional and marketing emails at scale.
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-[Samsara](https://www.samsara.com/) - Provides IoT solutions for connected operations, including GPS tracking, fleet management, and industrial monitoring.
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-[Soracom](https://soracom.io/) - Delivers cellular connectivity and edge services for IoT deployments, with APIs and billing tailored to developers and startups.
@@ -509,12 +520,15 @@ Track and manage source code changes over time using a version control system (V
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Services and tools that complement cloud infrastructure but aren't cloud services themselves—including development tools, protocols, standards, and software that enhance or integrate with cloud platforms.
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-[ArgoCD](https://argo-cd.readthedocs.io/) - Declarative GitOps continuous delivery tool for Kubernetes.
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-[Backstage](https://backstage.io/) - Open platform for building developer portals and service catalogs.
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-[Buildpacks](https://buildpacks.io/) - CNCF project that transforms source code into OCI container images without Dockerfiles.
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-[Cilium](https://cilium.io/) - eBPF-based cloud-native networking, observability, and security.
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-[Crossplane](https://www.crossplane.io/) - Cloud-native control plane framework for managing infrastructure.
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-[Devbox](https://www.jetify.com/devbox) - Portable, isolated dev environments with Nix.
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-[DevPod](https://devpod.sh/) - Open-source dev environment manager supporting any cloud.
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-[Envoy](https://www.envoyproxy.io/) - Cloud-native high-performance edge and service proxy.
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-[Flux](https://fluxcd.io/) - GitOps toolkit for keeping Kubernetes clusters in sync with Git repos.
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-[Garden](https://garden.io/) - DevOps automation for Kubernetes with live reloading and testing.
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-[Helm](https://helm.sh/) - Package manager for Kubernetes with templated application deployment.
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-[Inlets](https://inlets.dev/) - Private, self-hosted TCP or HTTPS tunnels with no bandwidth or rate-limits.
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-[Istio](https://istio.io/) - Open-source service mesh for microservices with traffic management.
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-[Solo.io](https://www.solo.io/) - Unified platform for API gateways, service mesh, and agentic AI on Kubernetes.
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-[Spin](https://www.fermyon.com/spin) - Open-source framework for building WebAssembly microservices.
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-[Tetrate](https://tetrate.io/) - Service mesh and AI model routing platform for enterprise Kubernetes environments.
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-[Tilt](https://tilt.dev/) - Local Kubernetes development with live updates and smart rebuilds.
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