Streamlit ML App Builder

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…

AccessMath is a tool for making mathematical content accessible to screen reader users. Upload equations and AccessMath converts them to accessible formats that screen readers can pronounce. The tool …

Azure Kubernetes Service is Microsoft's managed Kubernetes with tight Azure integration. Pod Identity authenticates to Azure resources via managed identity. Virtual Nodes auto-scale serverless. Kubern…

Algorithmia (part of DataRobot) manages model deployment and scaling. Multi-language support. Versioning and rollback. Monitoring and alerts. Serverless inference.

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…

AI coding companion by AWS that generates code suggestions, scans for vulnerabilities, and optimizes cloud usage.

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…

Hadoop LoadTestGen simulates MapReduce workloads. Generate test data. Stress test clusters. Useful for distributed system testing. Part of Hadoop ecosystem.

GraphX is Spark's graph processing library. Parallelize graph algorithms across clusters. Pregel abstraction for iterative computation. Works with Parquet and other Spark sources. Free to use. Scales …

ArangoDB combines document, key-value, and graph models in one database. Single query language (AQL) for all models. ACID transactions with multi-document support. High availability cluster. Used by A…

Arize monitors production ML models. Data drift, prediction drift, data quality. Explainability and attribution. Feature importance tracking. Series-B funding.

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…

AI coding assistant with deep codebase understanding for large-scale enterprise software development.

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…

AWS FIS enables chaos experiments on AWS resources. Inject failures on EC2, RDS, ECS. Automatic rollback on thresholds. CloudWatch integration. Native AWS service.

Azure Chaos Studio brings chaos engineering to Azure. Experiments on Azure resources. Faults: shutdown, CPU pressure, disk fill. Integration with Application Insights. Preview service.

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

Azure Monitor tracks metrics from Azure resources. Custom metrics from applications. Time-series storage for 93 days. Alerts and auto-scale rules. Diagnostic settings stream to Log Analytics.

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.

Bezel profiles Java applications in production to identify CPU and memory bottlenecks without code redeployment. The profiler traces lock contention and garbage collection pauses with nanosecond preci…

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.

Caddy is a web server with automatic HTTPS via Let's Encrypt. Caddyfile syntax is intuitive. Reverse proxy with health checks. Can be extended via plugins. Single binary. Used in development and produ…

ChaosWorks enables controlled chaos experiments on production. Multi-cloud support (AWS, Azure, GCP). Automatic blast radius limitation. Rollback on anomalies. Used by enterprises at scale.

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…

Citrix NetScaler is an application delivery controller for APIs and web apps. Persistent connections for mobile apps. DDoS protection. Compression and caching layers. Used by large enterprises. Solid …

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, …

ClearML is an open-source ML ops platform. Experiment tracking and management. Auto-scaling training clusters. Model registry and deployment. Machine learning DevOps.

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.

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…

CostOptimizer suggests design changes to reduce PCB manufacturing cost. Component count reductions are identified. Layer reduction opportunities are found. Size optimization lowers material costs. Man…

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…

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.

DBpedia extracts structured data from Wikipedia into RDF. 500M+ facts extracted. SPARQL endpoint for querying. Links to other knowledge bases. Openly licensed data. Community-driven.

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…

DesignRuleChecker ensures your PCB meets manufacturing requirements. You run checks against design rules. Trace width, spacing, and via requirements are validated. Manufacturability issues are caught …

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…

Docker Swarm orchestrates containers across nodes. Auto-restart failed containers. Rolling updates prevent downtime. Scale services dynamically. Simpler than Kubernetes for small teams.

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 …

Dynatrace uses AI to automate root-cause analysis of performance issues across applications, infrastructure, and networks. Detects anomalies and suggests fixes without manual thresholds. Processes met…

EMCTester helps you understand electromagnetic compatibility issues. You check for potential EMI and EMC problems. Component selection is guided for compatibility. Shielding strategies are recommended…

Evidently detects data and model drift. Statistical tests for distribution changes. Interactive reports. Model performance dashboards. Open-source and cloud options.

Feast is an open feature store for ML. Central repository of features. Real-time feature serving. Historical data for training. Reduces feature engineering duplication. Uber-originated.

Fiddler provides explainability and monitoring for ML models. Feature importance. SHAP integration. Fairness testing. Data drift detection. Series-B company.

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…

Flannel provides simple overlay networking for Kubernetes pods. Backend options: VXLAN, host-gw, UDP. No complex setup. Widely used in development and small clusters. Part of CoreOS ecosystem. Integra…

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…

GerberViewer lets you inspect Gerber files before sending to the fabricator. You check layers, trace width, and clearances. Problems are found before manufacturing. Expensive rework is prevented. File…

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…

Google Cloud API Gateway creates fully managed APIs. Route requests to Cloud Functions, Cloud Run, or GCP services. OpenAPI specification defines behavior. IAM authentication with service accounts. Us…

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.

Grafana Loki is a horizontally scalable log aggregation system. Label-based indexing stores logs cost-effectively. LogQL queries filter by service, pod, region. No high cardinality concerns. Pairs wit…

Apollo Client, Relay, and Hasura provide GraphQL tooling. Schema stitching and federation. Caching strategies for performance. Widely adopted for modern APIs. Mature ecosystem.

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…

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

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…

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 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…

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

Hyperopt is a Python library for hyperparameter optimization using Bayesian methods. Parzen estimators and simulated annealing search strategies minimize expensive objective functions. MongoDB backend…

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…

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…

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

A developer platform from LangChain for building, debugging, testing, and monitoring LLM applications in production. LangSmith provides full observability into every LLM call inside an application: in…

LibraryManager organizes your symbol and footprint libraries. You create custom libraries and share them. Version control prevents confusion. Consistency across designs improves. Teams work more effic…

Lightstep uses change data (deployments, config updates) and traces to pinpoint performance regressions immediately. Correlates trace patterns with releases. Suggests rollback if latency spikes follow…

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…

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…

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…

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.…

Metricbeat from Elastic ships metrics to Elasticsearch. Modules for common services (Docker, Postgres, Redis). Lightweight agent. Integrates with Kibana visualizations. Part of Elastic Stack.

Milvus is an open-source vector database for large-scale similarity search. Billion-vector scale. Multiple index types: IVF, HNSW, DiskANN. Cloud-hosted or self-hosted. Supports multiple languages. CN…

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…

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…

Neptune is a metadata store for ML experiments. Track metrics, params, code, environment. Real-time collaboration. Charts and alerts. Series-A startup. Used by 1000+ teams.

Simian Army was Netflix's open-source chaos engineering tool. Chaos Monkey kills random instances. Janitor Monkey removes unused resources. Conformity Monkey enforces best practices. Foundation for mo…

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

NetworkX is a Python library for complex network analysis. Build, analyze, visualize graphs. 100+ algorithms (shortest path, centrality, community detection). Integration with Matplotlib for drawing. …

NGINX Ingress Controller exposes Kubernetes services via HTTP/HTTPS. Terraform and Helm deploy easily. Rewrite and regex support. SSL/TLS termination. WebSocket passthrough. High performance at scale.…

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…

OidcProvider implements the OpenID Connect standard to allow applications to delegate authentication to your identity platform. The system supports dynamic client registration for rapid onboarding of …

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…

Red Hat OpenShift is an enterprise Kubernetes distribution with integrated CI/CD, service mesh, and developer tools. Operators automate complex apps. OperatorHub marketplace simplifies installation. R…

OpenTelemetry is a vendor-neutral standard for collecting metrics, traces, and logs from any application. Collector receives data from SDKs, transforms, and exports to backends (Datadog, Grafana, Splu…

OpenTSDB stores time-series on top of HBase. Billions of metrics at millisecond precision. Tag-based queries. Built-in aggregators for rollups. Java-based backend.

Self-hosted web interface for interacting with local and remote language models through a familiar ChatGPT-style chat UI. Supports Ollama, OpenAI API, and other backends. Features include RAG for quer…

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…

Optuna is an open optimization framework. Bayesian optimization for hyperparameter tuning. Pruning underperforming trials. Parallel execution. Python-friendly.

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…

PCBLayout Pro helps you route traces on circuit boards efficiently. You import schematics and place components. Routing tools manage trace placement and optimize for manufacturability. Design rules ar…

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…

Prefect is a workflow orchestration platform that replaces Airflow with a Pythonic, modular approach. Flows are Python functions with auto-retry, parameterization, and built-in parallelism. Deployment…

Open source tool for chatting with your documents privately using local LLMs without data leaving your machine.

ProjectArchive stores your design files and keeps them organized. You version control schematics and PCB layouts. Collaboration between team members is enabled. History tracking prevents lost work. De…

Prometheus scrapes metrics from HTTP endpoints every 15 seconds. Time-series with labels enable multi-dimensional queries. Pull-based avoids overwhelming servers. AlertManager routes incidents. De-fac…

Pumba injects failures into Docker containers. Kill containers, pause, restart. Simulate network latency. Bandwidth throttling. Simple CLI tool. Useful for development and testing.

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…

Qdrant is an open-source vector database optimized for semantic search and recommendation systems. HNSW indexing with pruning. Payload storage with filtering. Snapshots and recovery. Rust implementati…

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

Quickwit is an open-source search engine for logs optimized for cost. Parquet columnar format and streaming storage compress 100x. Sub-second full-text search on terabytes. Native OpenTelemetry suppor…

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…

Rancher simplifies multi-cluster Kubernetes operations at scale. Central console manages 100+ clusters across cloud, on-premise, edge. Gitops-driven provisioning. RBAC across tenants. Built-in monitor…

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…

ReliabilityCalculator estimates component failure rates and board MTBF. You input components and operating conditions. Failure rates are calculated using industry models. Risk areas are identified. Re…

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…

Rollbar tracks exceptions and errors in production, grouping by pattern. Integrates with CI/CD to show which release introduced a bug. Notifies engineers and creates tickets. Version history shows whe…

SafetyAuditor checks your designs for safety compliance. Isolation distances, voltage tracking, and current limiting are verified. Regulatory requirements are checked. Safety certifications are eased …

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.

Sentry captures unhandled exceptions in 25+ frameworks (Django, Flask, React, Vue, Go, Python). Release tracking auto-associates errors with commits. Performance monitoring detects slowdowns. Custom m…

SignalIntegrityChecker verifies signal quality on high-speed boards. You check for crosstalk, reflections, and impedance matching. Problem areas are highlighted. Solutions are suggested. First-time su…

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 …

Open source chat interface for interacting with AI models with character cards, world building, and extensions.

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…

StatsD is a lightweight protocol and reference implementation for publishing application metrics. Applications send counters, timers, and gauge values via UDP packets to a local agent. The agent aggre…

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…

Ultra-fast AI code completion tool with 1M token context window for large codebase awareness.

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…

Tecton is an enterprise feature store. Real-time and batch features. Complex transformations. Feature lineage tracking. Series-B, founded by Uber and Google engineers.

TestPointPlanner helps you place test points for manufacturing and debugging. You select signals that need test access. Optimal placement is suggested. Your boards are easier to test and debug. Field …

Calico is an open-source networking and network policy engine. Works with any Kubernetes cluster. Fine-grained policies by pod selector, namespace, IP CIDR. Egress filtering and encryption. Tigera com…

Toxiproxy simulates network failures between microservices. Add latency, drop packets, close connections. Useful for local development and testing. Standalone daemon. Go implementation.

Tyk is an open-source API gateway written in Go. Lightweight and fast. Built-in analytics track API usage. OAuth, JWT, mutual TLS. Tyk Cloud for managed hosting. Developer portal for API consumers. Us…

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…

Weights & Biases Reports create reproducible documentation. Combine plots, tables, text. Share findings with stakeholders. Integration with experiments. Collaboration feature.

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…

WCAGCheck Pro is a comprehensive WCAG compliance checker that tests websites against all WCAG 2.1 success criteria. Run automated scans and get detailed reports showing which criteria are met, which f…

Weave provides encrypted networking for Kubernetes pods with automatic routing. Mesh topology auto-discovers new nodes. Policy engine controls traffic between pods. Integration with Prometheus for obs…

Weights & Biases tracks ML experiments and model performance. Real-time metrics and loss curves. Model artifacts versioning. Reports for documentation. Series-B company, YC backed.

WhyLabs monitors data quality and model performance. Real-time anomaly detection. Profile comparisons. Root cause analysis. Series-B company. Growing adoption.

Wikidata is a free and open knowledge base with 100M+ structured items. Community-edited facts and relationships. SPARQL endpoint for querying. Powers Wikipedia and other sites. Public domain data.