Prefect Workflow Engine

Absci is a generative AI drug creation platform focused on biologics like antibodies. Its models design novel proteins that have never been seen in nature. Wet labs test candidates at scale using synt…

Airbyte is an open-source data integration platform with 500+ pre-built connectors. Engineers define custom connectors in Python without complex SDK study. Incremental sync reduces bandwidth. Transfor…

Amadeus Code is an AI songwriting assistant for iOS. It generates chord progressions and melodies in the style of classic pop. Songwriters get fresh starting points on the go. Indie musicians use Amad…

Blackboard Learn is a long-standing LMS now part of Anthology. Its AI Design Assistant helps instructors build courses, rubrics, and test questions from prompts. The platform offers accessibility tool…

Apache Flink processes unbounded streams with microsecond latency and exactly-once semantics. Write in Java, Scala, or SQL. Flink's state backend manages terabyte-scale intermediate state. Event time …

Apache NiFi routes data between systems with visual dataflow composition and no code. Built-in backpressure prevents pipeline bottlenecks. NiFi's guaranteed delivery, flow-level lineage, and 200+ proc…

GitOps continuous delivery tool for Kubernetes. Syncs app state from Git repositories to clusters automatically and tracks drift.

ArgoCD automates Kubernetes deployments by watching Git repositories. Change a YAML file. ArgoCD syncs the cluster. Multi-cluster support manages 100+ environments. Health status and diff views preven…

Assistiv Labs is a cloud platform that lets teams test sites and apps with real screen readers. Developers can try NVDA, JAWS, VoiceOver, and TalkBack from a browser without extra hardware. It makes m…

AutoSDK is an AI service that generates SDKs and client libraries from API specs. It outputs libraries in many programming languages for game and app teams. Developers keep SDKs in sync with API chang…

Azure ML provides end-to-end ML capabilities. Automated ML. Model training and evaluation. Model deployment and monitoring. Enterprise governance. Azure ecosystem integration.

Fast and scalable build system originally developed and used internally by Google for their massive codebases. Handles projects with hundreds of thousands of source files and complex dependencies. Sup…

BehaviorTree AI is a visual NPC behavior authoring system for non-programmers. Game designers create decision trees, animations, and dialogue without code. The system generates C++ code or blueprint g…

BentoML is a framework for packaging and serving ML models. Docker containerization. Adaptive batching for throughput. A/B testing framework. Growing Python ecosystem adoption.

AI coding assistant that plugs into your IDE and CLI to explain code, generate tests, review changes, and answer dev questions.

An AI code generation and assistance tool available as a VS Code extension, a standalone web app, and a browser extension that works inside any web-based IDE or coding platform. Its signature feature …

Blue River Technology is a John Deere subsidiary focused on smart farm equipment. It builds computer vision and robotics that power tools like See and Spray. The team works on making ag machines recog…

AI-powered full-stack web app builder that generates complete, working applications from a single natural language prompt—front end, back end, and database wiring included. Runs in the browser with li…

No-code platform for building fully functional web apps with a visual drag-and-drop editor, database, and built-in workflows.

OpenAI's conversational AI for writing, summarization, coding, and research. Excels at long-form content, brainstorming, and detailed explanations. Supports images, files, and web browsing on paid pla…

Cilium is an open-source networking and security engine using eBPF. L7 policies enforce fine-grained access control on HTTP, gRPC. Service mesh functionality without sidecar overhead. Egress IP masque…

Continuous integration and delivery platform with AI-powered test splitting, build insights, and parallelism for faster pipelines.

Anthropic's terminal-based agentic coding tool that lets developers delegate software engineering tasks directly from the command line. Claude Code reads your entire codebase, writes and edits files, …

Run AI inference at the edge with Cloudflare's global network. Deploys AI models close to users with low latency and no cold starts.

CloudRenderingVR streams rendered VR frames from powerful cloud servers to lightweight headsets. Developers create graphics-intensive worlds that would crush mobile hardware and stream them with minim…

Automated code review tool that enforces quality standards, tracks technical debt, and monitors coverage across the entire codebase.

AI code integrity platform that auto-generates unit tests, analyzes code behavior, and suggests edge cases to improve coverage.

Consul is a HashiCorp tool for service discovery and dynamic networking. Services register via agent. DNS-based discovery (service-name.service.consul). Integrates with Terraform for IaC. API gateway …

ConversationTree AI generates branching dialogue systems for NPCs and story. Writers define story beats and the system creates dialogue graphs. Voice integration and lip-sync automation reduce post-pr…

AI-first code editor built on VS Code with deeply integrated AI for coding, debugging, and refactoring across your entire codebase. Features multi-file diff preview, inline edits via Cmd+K, a full cod…

Portable CI/CD pipelines using containers and code instead of YAML configuration. Define pipelines in your favorite programming language like Python, Go, or TypeScript. Containers ensure consistency b…

Databricks unifies data warehousing and ML on a single platform using Delta Lake. Query structured data with SQL, run Spark jobs for ETL, and train models without moving data between systems. Multi-cl…

MLflow is an open ML lifecycle platform. Track experiments, metrics, params. Model registry for versioning. Model serving with REST API. Integration with Spark. Industry standard.

dbt Cloud is a fully managed dbt platform that schedules daily model runs, oversees lineage, and surfaces data quality issues. Built-in freshness checks alert when upstream tables haven't updated in e…

AI-accelerated Docker build cloud that delivers up to 40x faster container builds than standard GitHub Actions runners through persistent remote caching and optimized build infrastructure. Zero config…

Fully autonomous AI software engineer from Cognition that can plan, write, debug, test, and deploy code end-to-end given only a high-level task description. Operates in its own sandboxed shell and bro…

Dremio democratizes data access by running SQL directly on data lakes without expensive copies into a data warehouse. It reflects schema changes instantly and caches hot data in memory for sub-second …

Build automation tool that simplifies containerized builds and standardizes build processes. Define builds once using a simple syntax inspired by Dockerfiles. Automatically caches build layers to spee…

Envoy is a L7 proxy and communication bus for microservices. Dynamic service discovery. Advanced load balancing (ring hash, maglev). Connection pooling and circuit breaking. Typed metadata propagation…

Fivetran automates data movement from 500+ source systems (Salesforce, Marketo, production DBs) into cloud warehouses. Connectors auto-detect schema changes and replay late-arriving data without rebui…

Low-code Flutter app builder for creating native iOS and Android apps visually, with Firebase integration and code export.

Platform for deploying full-stack apps and databases close to users worldwide using lightweight VMs with fast startup times.

GameTune Studio is a real-time performance tuning tool for game developers. Engineers profile frame rates, memory usage, and GPU bottlenecks directly in-game. The software generates specific optimizat…

GestureFlow recognizes custom hand gestures in AR and VR applications using machine learning. Developers train the system on 20 examples of a specific gesture and it learns to detect variations. Gestu…

AI pair programmer integrated into VS Code, JetBrains, Neovim, and other editors. Suggests code completions, entire functions, tests, and documentation inline as you type. Understands the full context…

An open-source Python library from Hugging Face for building and sharing interactive ML model demos and applications in minutes. Gradio wraps any Python function, typically an AI model inference funct…

Gradio creates simple interfaces for ML models. Share models via public link. Input/output components. LaunchPad for easy deployment. Hugging Face integration.

Graphite stores time-series metrics and renders graphs. Whisper format for efficient storage. Carbonate proxy handles high ingestion. Graphite Render API for dashboarding. Mature, used at scale by man…

GraphQL is a query language for APIs. Apollo Federation combines multiple graphs. Subgraphs managed independently. Entity references across graphs. Standard for modern API design.

Graphy is a chart and insights app that turns numbers into polished visual stories. Product and operations teams use it to share metrics with stakeholders. AI features help auto-generate titles, capti…

Great Expectations is an open Python library for data quality testing and documentation. Write expectations declaratively (expect table to have 1M rows, column X in range 0-100). GX automatically test…

Greenhouse AI adds AI to the Greenhouse applicant tracking system. It drafts job posts, summarizes candidate profiles, and flags interview bias. Hiring teams work with clear, consistent data. Mid-size…

AI codebase understanding tool that answers questions about your code and generates contextual documentation.

Gridspace is a voice AI platform with a virtual agent called Grace. Grace handles contact center calls with realistic speech. Live call transcription and analytics round out the product. Enterprises u…

H2O provides MLOps for at-scale model development. AutoML. Model governance and monitoring. Deployment framework. Enterprise support. Founded by Kaggle team.

HandTrack detects and tracks hand position and finger joints in AR applications without external sensors. Developers use the tracked hand pose to control menus, paint 3D drawings, or interact with vir…

HAProxy provides high-performance load balancing and reverse proxying. SSL/TLS termination with SNI. Health checks and backend switching. Stick tables track sessions. No dependencies. Deployed at 100,…

An open-source LLM observability and caching platform that adds monitoring, cost tracking, and caching to any LLM application with a single line of code change. Helicone works as a proxy: developers r…

Helm.ai is an autonomy software company that trains driving AI with unsupervised learning. It avoids the need for huge human-labeled datasets typical of other AV programs. Its models also generate syn…

Helm packages Kubernetes applications as charts, bundling manifests, values, and dependencies. Render environment-specific values (dev, prod) from one chart. Rollback previous releases with one comman…

Hex is a notebook environment for data analytics teams that bridges Jupyter and Dashboards. Write SQL, Python, and R in reactive cells. Parameters auto-build filters without code. Share notebooks as i…

Hindenburg is an audio editor built for journalism and podcast production. AI tools auto-level voices, remove background noise, and clean recordings automatically. The timeline is designed around spok…

Hugging Face Hub hosts 300,000+ models. Model cards with metadata. Community discussions. Inference API. Standard for NLP model sharing. Non-profit organization.

Hyperscience is an intelligent document processing platform. It uses ML models to classify and extract data from complex forms. Human-in-the-loop review handles edge cases. Banks, insurers, and govern…

IBM watsonx is an enterprise AI and data platform. It includes a foundation model catalog, governance tools, and private fine-tuning. Large companies use watsonx for regulated AI projects. IBM ships w…

Apache Iceberg is an open table format for huge analytic datasets built on cloud object storage. Tables support schema evolution, partition pruning, and time travel to any snapshot. Data engineers ver…

Infogram is an infographic and chart builder with AI-assisted templates. It covers business reports, social posts, and presentation visuals. Users can turn a spreadsheet into a branded chart in a few …

Istio provides traffic management, security, and observability across microservices. Virtual Services define traffic policies (canary, circuit breaking). Mutual TLS auto-enabled. Distributed tracing i…

The AI coding assistant built into the full JetBrains family of IDEs, including IntelliJ IDEA, PyCharm, WebStorm, GoLand, Rider, CLion, and DataGrip. Because it runs natively inside JetBrains IDEs, it…

Karpenter is an open autoscaler for Kubernetes that provisions nodes on-demand and consolidates underutilized instances. Reduces EC2 costs by 30%. Pod-driven: reserve capacity for critical services. O…

Kubeadm bootstraps a Kubernetes cluster on Linux machines. Single command initializes control plane and joins worker nodes. Generates certificates and kubeconfigs. Upgrade between versions. Used as ba…

Kubeflow runs ML workflows on Kubernetes. Pipelines for training and inference. TensorFlow, PyTorch, XGBoost support. Model serving with KServe. CNCF project. Enterprise-ready.

Kubespray is an Ansible playbook provisioning Kubernetes on any infrastructure (cloud, bare metal, on-premise). Supports Windows, CentOS, Ubuntu. Network plugin choices (Calico, Cilium). HA etcd clust…

Kyverno enforces policies on Kubernetes resources via simple YAML rules. Mutate: auto-add image pull secrets. Validate: reject images from untrusted registries. Generate: auto-create RBAC for new name…

Linkerd is a lightweight service mesh focused on speed and reliability. Automatic mutual TLS between services. Live traffic dashboards with golden signals. Zero-config mTLS: add a label to enable. CNC…

An open-source Python library and proxy server providing a unified API interface for calling over 100 different LLM providers through a single OpenAI-compatible format. Developers write code against t…

Litmus is an open-source chaos testing framework. Pre-built chaos experiments (pod kill, CPU hog). GitOps integration with Flux and ArgoCD. Workflow orchestration for complex tests. Community-driven. …

Docker-first self-hosted AI stack that provides OpenAI-compatible API endpoints for running LLMs, image generation, and audio models on your own infrastructure. Supports multiple backends and models s…

Longhorn provides distributed block storage for Kubernetes via containerized storage controllers. Snapshots and backups to S3. Replica management auto-heals failed nodes. Dashboard monitors capacity a…

AI app builder that lets anyone create a full-stack web application through a conversation—describing what you want and watching it get built in real time. Generates clean React and Supabase code unde…

Matillion builds cloud-native data pipelines on Snowflake and BigQuery without Airflow or code. Designers drag components (SQL, REST API, ML transforms) into DAGs. Matillion handles authentication, lo…

Meltano is an open-source ELT framework combining Singer taps (extract), dbt (transform), and orchestration in one CLI. Extensible with custom Python transforms. Meltano state tracking prevents re-run…

MetaverseConnector links VR experiences across platforms so users explore multiple worlds in one session. A player starts in one metaverse, teleports to another, and brings their avatar and inventory.…

Mito is a Python spreadsheet tool for data analysts and engineers. Every spreadsheet edit also generates clean Python code behind the scenes. AI transformations help with data cleanup and pivoting. An…

A cloud infrastructure platform for running Python code on serverless GPUs and CPUs, designed specifically for machine learning inference, model training, and AI data processing workloads. Developers …

Modiface is an AR beauty platform owned by L'Oreal. AI powers virtual try-on for makeup, hair color, and skin analysis. Shoppers test products on a selfie before buying. Beauty brands under the L'Orea…

MultiplayerPlatform manages multiplayer sessions for VR and AR applications with automatic matchmaking and lobby management. Developers build cooperative games where four players explore a dungeon tog…

Open-source workflow automation platform connecting 400+ apps and services with a visual node-based editor. Self-host for complete data privacy or use the cloud version. Supports custom code nodes, br…

NeMo Guardrails is an open-source toolkit from Nvidia. It adds programmable safety rails to LLM conversational apps. Developers define what the bot can and cannot do in config files. Enterprises use i…

Web platform for deploying and hosting frontend applications with CI/CD, edge functions, forms, and AI-powered performance insights.

Nvidia NIM stands for Nvidia Inference Microservices. It packages optimized foundation models for fast deployment on Nvidia GPUs. Developers start with a ready-to-serve container per model. Enterprise…

Cloud platform purpose-built for managing monorepo development at scale. Distributes build and test tasks across machines for dramatically faster execution. Smart caching remembers previous builds and…

OPA is a general-purpose policy engine. Define policies in Rego language. Used by Kubernetes admission controllers, API gateways, CI/CD. Evaluate millions of policies. CNCF graduated project. Standard…

OpenLLaMA is an open reproduction of Meta's LLaMA model. It was trained on the RedPajama dataset with permissive licensing. The project lets developers use LLaMA-style models without Meta's license. O…

Opal is Optimizely's AI assistant that runs across its marketing platform. It drafts experiments, copy, and segments based on short prompts. Marketers can spin up tests and content without switching b…

Panther is a cloud-native SIEM that uses detection as code. AI alert summaries explain what happened and why it might matter. Real-time log analysis works at very high volumes across cloud services. M…

Paper Digest is an AI platform for research summaries. It generates one-page digests of complex research papers. Users track the latest work in any topic area. The tool is a favorite for literature sc…

Pentera is an automated security validation platform that runs live pen tests. AI-driven testing safely exploits gaps to show true risk in the network. Reports translate findings into step-by-step fix…

AI search engine for developers that answers technical questions with code examples, drawing from documentation and the web.

PhysicsEngine simulates realistic object interactions in VR for throwing, stacking, and manipulation. A wooden block thrown at a wall bounces with correct physics instead of passing through. Collision…

A developer-oriented integration and automation platform for building workflows that connect APIs, databases, services, and custom code. Unlike no-code tools, Pipedream gives developers full control a…

Pythagora is an AI full-stack developer tool. It builds, tests, and debugs apps by asking clarifying questions as it codes. The agent keeps the user in the loop on key decisions. Solo developers use P…

AI code integrity platform that generates meaningful tests, reviews pull requests, and improves code quality.

Qwiet AI is an AI-native application security platform. It detects vulnerabilities in code, containers, and dependencies. Security teams prioritize real risks with clear context. Enterprises use Qwiet…

Radical is an AI motion capture platform that works with standard video clips. It generates 3D animation data from any phone or webcam footage. Creators upload a video and download rigged animation fi…

An open-source distributed computing framework for scaling Python AI and ML workloads from a single machine to a large cluster without rewriting code. Ray's core model lets any Python function run as …

Ray Tune is a hyperparameter tuning library. Distributed optimization across clusters. Population based training. Algorithms: Bayesian, evolutionary. Integration with PyTorch and TensorFlow.

Refraction is an AI code refactoring tool. It generates unit tests, docstrings, and type annotations from existing source. Developers paste code and get improved output fast. Small teams use Refractio…

Retool AI adds generative features to the Retool internal tools platform. Users build apps and workflows with natural language, code gen, and AI agents. The AI can draft apps, suggest queries, and hel…

Rill is an operational BI tool built on DuckDB. It produces fast dashboards with generated code and AI-assisted modeling. Analysts go from raw data to a dashboard in minutes. Operations teams use Rill…

RisingWave is a cloud-native stream processing SQL database. Continuous aggregations and joins. Auto-saves state. PostgreSQL wire protocol compatible. Time-series optimized. Series-A funded.

Rook automates deployment of Ceph distributed storage in Kubernetes. Raw performance of enterprise SAN. Snapshot and clone capabilities. Dashboard monitors clusters. Multi-cloud support. Graduated CNC…

Amazon SageMaker provides end-to-end ML workflows. Notebooks, training, hyperparameter tuning, inference. AutoML capabilities. Experiments and model registry. Market-leading platform.

Seldon Core deploys and manages ML models in production. Multi-model serving. A/B testing and canary deployments. Kubernetes-native. Open-source with commercial support.

SigNoz is an open-source alternative to Datadog combining metrics, traces, and logs. Stores data in ClickHouse for cost efficiency. Alerts integrate with Slack, PagerDuty, and Webhook. Self-hosted or …

AI coding assistant that reads and understands your entire codebase to provide deeply context-aware completions, answers, and code generation. Integrates with VS Code, JetBrains, and Sourcegraph's web…

Starburst Enterprise is a commercial distribution of Trino, the open query engine for polyglot data lakes. Query Parquet in S3, Iceberg tables, Postgres, Snowflake, Cassandra from one SQL prompt. C3 o…

StereoMatch reconstructs 3D depth maps from stereo camera pairs using AI-powered matching. A mobile AR app with dual cameras instantly creates a depth map for occlusion and physics. The AI learns geom…

Streamlit rapidly builds ML web apps in Python. Interactive widgets with no frontend coding. Real-time reruns on code changes. Deployment to Streamlit Cloud. Developer-friendly.

Tabular is an Apache Iceberg company founded by the original Iceberg committers from Netflix. It provides a fully managed, serverless Iceberg environment with automatic optimization and time-travel re…

Traefik is a modern reverse proxy and load balancer. Kubernetes native: auto-discovers services from labels. Dynamic HTTPS with Let's Encrypt. Circuit breaker and retry logic. Prometheus metrics built…

Modern build system specifically designed for JavaScript and TypeScript monorepos. Accelerates builds using local and remote caching to skip unnecessary work. Schedules and executes tasks in optimal o…

Upsolver lets analysts write SQL against streaming data and data lakes as if they were static tables. No Scala or Kafka expertise required. Upsolver infers schemas from JSON payloads and materializes …

Google Vertex AI offers unified ML operations. AutoML for custom models. Pre-trained model APIs. Model monitoring and retraining. GCP-native integration.

VrBuilder simplifies VR application development by letting creators build experiences in Unity with visual node graphs. Events like "grab object" trigger scripts without code. Pre-made templates cover…

Modern AI-powered terminal for Mac and Linux that makes the command line dramatically faster and more approachable. Generates terminal commands from natural language, searches command history intellig…

No-code automation platform connecting 7,000+ apps without writing a line of code. Build Zaps that trigger on events and run actions—new email to Slack, form submission to CRM, and thousands of other …