ai-enablement-stack.json

{
  "title": {
    "highlight": "AI Enablement Stack 🔮",
    "text": "Tools and Technologies for Enabling Agentic AI Development"
  },
  "layers": [
    {
      "number": 1,
      "name": "Infrastructure Layer",
      "description": "The foundation that powers AI development and deployment. This includes development workspaces, model serving infrastructure, and cloud computing resources. It provides the essential computing backbone that supports all AI operations.",
      "sections": [
        {
          "name": "WORKSPACES",
          "description": "Development environments for sandboxing and building AI applications",
          "companies": [
            {
              "name": "Daytona",
              "description": "Daytona.io is an open-source Development Environment Manager designed to simplify the setup and management of development environments across various platforms, including local, remote, and cloud infrastructures.",
              "logo": "./assets/daytonaio.png",
              "link": "https://daytona.io/"
            },
            {
              "name": "RunloopAI",
              "description": "Runloop provides a secure, high-performance infrastructure platform that enables developers to build, scale, and deploy AI-powered coding solutions with seamless integration and real-time monitoring capabilities.",
              "logo": "",
              "link": "https://www.runloop.ai/"
            },
            {
              "name": "E2B",
              "description": "E2B provides an open-source runtime platform that enables developers to securely execute AI-generated code in cloud sandboxes, supporting multiple languages and frameworks for AI-powered development use cases.",
              "logo": "",
              "link": "https://e2b.dev/"
            },
            {
              "name": "Modal",
              "description": "Modal offers a serverless cloud platform for AI and ML applications that enables developers to deploy and scale workloads instantly with simple Python code, featuring high-performance GPU infrastructure and pay-per-use pricing.",
              "logo": "./assets/modal.svg",
              "link": "https://modal.com/"
            }
          ]
        },
        {
          "name": "MODEL ACCESS & DEPLOYMENT",
          "description": "Services for deploying and running AI models",
          "companies": [
            {
              "name": "OpenAI",
              "description": "OpenAI develops advanced artificial intelligence systems like ChatGPT, GPT-4, and Sora, focusing on creating safe AGI that benefits humanity through products spanning language models, image generation, and video creation while maintaining leadership in AI research and safety.",
              "logo": "./assets/openai.png",
              "link": "https://openai.com/"
            },
            {
              "name": "Anthropic",
              "description": "Anthropic provides frontier AI models through the Claude family, emphasizing safety and reliability, with offerings including Claude 3.5 Sonnet and Haiku. Their models feature advanced capabilities in reasoning, coding, and computer use, while maintaining strong safety standards through Constitutional AI and comprehensive testing.",
              "logo": "",
              "link": "https://www.anthropic.com/"
            },
            {
              "name": "Mistral AI",
              "description": "Mistral AI provides frontier AI models with emphasis on openness and portability, offering both open-weight models (Mistral 7B, Mixtral 8x7B) and commercial models (Mistral Large 2), available through multiple deployment options including serverless APIs, cloud services, and on-premise deployment.",
              "logo": "",
              "link": "https://mistral.ai/"
            },
            {
              "name": "Poolside",
              "description": "Poolside provides a specialized AI foundation model (Malibu) built specifically for software engineering, featuring Reinforcement Learning from Code Execution Feedback, custom fine-tuning on company codebases, and a fully integrated development assistant with IDE support, all deployable within private infrastructure.",
              "logo": "",
              "link": "https://poolside.ai/"
            },
            {
              "name": "Groq",
              "description": "Groq provides ultra-fast AI inference infrastructure for openly-available models like Llama 3.1, Mixtral, and Gemma, offering OpenAI-compatible API endpoints with industry-leading speed and simple three-line integration for existing applications.",
              "logo": "",
              "link": "https://groq.com/"
            },
            {
              "name": "AI21labs",
              "description": "AI21 Labs delivers enterprise-grade generative AI solutions through its Jamba foundation model and RAG engine, enabling organizations to build secure, production-ready AI applications with flexible deployment options and dedicated integration support.",
              "logo": "./assets/ai21labs.svg",
              "link": "https://www.ai21.com/"
            },
            {
              "name": "Cohere",
              "description": "Cohere provides an enterprise AI platform featuring advanced language models, embedding, and retrieval capabilities that enables businesses to build production-ready AI applications with flexible deployment options across cloud or on-premises environments.",
              "logo": "./assets/cohere.svg",
              "link": "https://cohere.com/"
            },
            {
              "name": "Hugging Face",
              "description": "Hugging Face provides fully managed inference infrastructure for ML models with support for multiple hardware options (CPU, GPU, TPU) across various cloud providers, offering autoscaling and dedicated deployments with enterprise-grade security.",
              "logo": "./assets/huggingface.png",
              "link": "https://huggingface.co/"
            },
            {
              "name": "Cartesia",
              "description": "Cartesia AI delivers real-time multimodal intelligence through state space models that enable fast, private, and offline inference capabilities across devices, offering streaming-first solutions with constant memory usage and low latency.",
              "logo": "",
              "link": "https://www.cartesia.ai/"
            },
            {
              "name": "Fireworks",
              "description": "Provides easy access to open-source language models through a simple API, similar to offerings from closed-source providers.",
              "logo": "",
              "link": "https://fireworks.ai/"
            },
            {
              "name": "Together.AI",
              "description": "Offers an API for accessing and running open-source LLMs, facilitating seamless integration into AI applications.",
              "logo": "",
              "link": "https://together.ai/"
            },
            {
              "name": "Google Vertex AI",
              "description": "End-to-end platform for deploying and managing AI models, including LLMs, with integrated tools for monitoring, versioning, and scaling.",
              "logo": "",
              "link": "https://cloud.google.com/vertex-ai"
            },
            {
              "name": "Amazon Nova",
              "description": "Amazon Nova provides state-of-the-art foundation models through Amazon Bedrock, offering multiple model variants (Micro, Lite, Pro, Canvas, Reel) for text, image, and video processing with industry-leading price-performance, fine-tuning capabilities, and enterprise-grade features.",
              "logo": "",
              "link": "https://aws.amazon.com/ai/generative-ai/nova/"
            },
            {
              "name": "Replicate",
              "description": "Serverless platform for running machine learning models, allowing developers to deploy and scale models without managing infrastructure.",
              "logo": "",
              "link": "https://replicate.com/"
            },
            {
              "name": "SambaNova",
              "description": "SambaNova provides custom AI infrastructure featuring their SN40L Reconfigurable Dataflow Unit (RDU), offering world-record inference speeds for large language models, with integrated fine-tuning capabilities and enterprise-grade security, delivered through both cloud and on-premises solutions.",
              "logo": "",
              "link": "https://sambanova.ai/"
            },
            {
              "name": "BentoML",
              "description": "BentoML provides an open-source unified inference platform that enables organizations to build, deploy, and scale AI systems across any cloud with high performance and flexibility, while offering enterprise features like auto-scaling, rapid iteration, and SOC II compliance.",
              "logo": "",
              "link": "https://www.bentoml.com/"
            }
          ]
        },
        {
          "name": "CLOUD PROVIDERS",
          "description": "Computing infrastructure that powers AI systems and their workspaces",
          "companies": [
            {
              "name": "Nvidia",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "AMD",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Intel",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "SambaNova",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "AWS",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Azure",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "GCP",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Koyeb",
              "description": "Koyeb provides a high-performance serverless platform specifically optimized for AI workloads, offering GPU/NPU infrastructure, global deployment across 50+ locations, and seamless scaling capabilities for ML model inference and training with built-in observability.",
              "logo": "",
              "link": "https://www.koyeb.com/"
            }
          ]
        }
      ]
    },
    {
      "number": 2,
      "name": "Intelligence Layer",
      "description": "The cognitive core of AI systems. This layer contains the frameworks, knowledge engines, and specialized models that power AI applications. It manages the actual processing, decision-making, and information retrieval that makes AI systems intelligent.",
      "sections": [
        {
          "name": "FRAMEWORKS",
          "description": "Core libraries and building blocks for AI application development",
          "companies": [
            {
              "name": "LangChain",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "LlamaIndex",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Haystack",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "DSPy",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Pydantic AI",
              "description": "",
              "logo": "./assets/pydantic-ai.svg",
              "link": "https://ai.pydantic.dev/"
            },
            {
              "name": "Letta",
              "description": "Provides an agent development platform with advanced memory management for LLMs, enabling developers to build, deploy, and scale production-ready AI agents with transparent reasoning and model-agnostic flexibility.",
              "logo": "./assets/letta.png",
              "link": "https://www.letta.com/"
            },
            {
              "name": "AutoGen",
              "description": "Framework for developing LLM applications with multiple conversational agents that collaborate and interact with humans.",
              "logo": "",
              "link": "https://github.com/microsoft/autogen"
            },
            {
              "name": "TaskWeaver",
              "description": "A framework for creating and managing workflows and tasks for AI agents.",
              "logo": "",
              "link": "https://github.com/microsoft/TaskWeaver"
            },
            {
              "name": "Toolhouse",
              "description": "Toolhouse provides a cloud infrastructure platform and universal SDK that enables developers to equip LLMs with actions and knowledge through a Tool Store, offering pre-built optimized functions, low-latency execution, and cross-LLM compatibility with just three lines of code.",
              "logo": "",
              "link": "https://toolhouse.io/"
            },
            {
              "name": "Composio",
              "description": "Composio provides an integration platform for AI agents and LLMs with 250+ pre-built tools, managed authentication, and RPA capabilities, enabling developers to easily connect their AI applications with various services while maintaining SOC-2 compliance and supporting multiple agent frameworks.",
              "logo": "",
              "link": "https://www.composio.com/"
            },
            {
              "name": "CrewAI",
              "description": "CrewAI provides a comprehensive platform for building, deploying, and managing multi-agent AI systems, offering both open-source framework and enterprise solutions with support for any LLM and cloud platform, enabling organizations to create automated workflows across various industries.",
              "logo": "",
              "link": "https://www.crewai.io/"
            },
            {
              "name": "AI Suite",
              "description": "AI Suite provides a unified interface for multiple LLM providers (OpenAI, Anthropic, Azure, Google, AWS, Groq, Mistral, etc.), offering standardized API access with OpenAI-compatible syntax, easy provider switching, and seamless integration capabilities, available as an open-source MIT-licensed framework.",
              "logo": "",
              "link": "https://github.com/andrewyng/aisuite"
            }
          ]
        },
        {
          "name": "KNOWLEDGE ENGINES",
          "description": "Systems for managing and retrieving information",
          "companies": [
            {
              "name": "Pinecone",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Weaviate",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Chroma",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Milvus",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Qdrant",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "MongoDB Atlas",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Supabase",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Contextual AI",
              "description": "Contextual AI provides enterprise-grade RAG (Retrieval-Augmented Generation) solutions that enable organizations in regulated industries to build and deploy production-ready AI applications for searching and analyzing large volumes of business-critical documents.",
              "logo": "./assets/contextualai.webp",
              "link": "https://contextual.ai/"
            },
            {
              "name": "Unstructured",
              "description": "Platform for working with unstructured data, offering tools for data pre-processing, ETL, and integration with LLMs.",
              "logo": "",
              "link": "https://unstructured.io/"
            },
            {
              "name": "Sciphi",
              "description": "SciPhi offers R2R, an all-in-one RAG (Retrieval Augmented Generation) solution that enables developers to build and scale AI applications with advanced features including document management, hybrid vector search, and knowledge graphs, while providing superior ingestion performance compared to competitors.",
              "logo": "",
              "link": "https://www.sciphi.ai/"
            }
          ]
        },
        {
          "name": "SPECIALIZED CODING MODELS",
          "description": "AI models optimized for software development",
          "companies": [
            {
              "name": "Codestral",
              "description": "Codestral is Mistral AI's specialized 22B code generation model supporting 80+ programming languages, featuring a 32k context window, fill-in-the-middle capabilities, and state-of-the-art performance on coding benchmarks, available through API endpoints and IDE integrations.",
              "logo": "",
              "link": "https://mistral.ai/news/codestral/"
            },
            {
              "name": "Claude 3.5 Sonnet",
              "description": "Claude 3.5 Sonnet is Anthropic's frontier AI model offering state-of-the-art performance in reasoning, coding, and vision tasks, featuring a 200K token context window, computer use capabilities, and enhanced safety measures, available through multiple platforms including Claude.ai and major cloud providers.",
              "logo": "",
              "link": "https://www.anthropic.com/claude"
            },
            {
              "name": "Qwen2.5-Coder-32B",
              "description": "Qwen2.5-Coder is a specialized code-focused model matching GPT-4's coding capabilities, featuring 32B parameters, 128K token context window, support for 80+ programming languages, and state-of-the-art performance on coding benchmarks, available as an open-source Apache 2.0 licensed model.",
              "logo": "",
              "link": "https://huggingface.co/Qwen/Qwen2.5-Coder-32B"
            }
          ]
        }
      ]
    },
    {
      "number": 3,
      "name": "Engineering Layer",
      "description": "The developer's toolkit for building AI applications. This layer provides essential resources for training models, developing applications, and ensuring quality through testing. It provides tools and methods for transforming raw AI capabilities into production-ready solutions.",
      "sections": [
        {
          "name": "TRAINING & FINE-TUNING",
          "description": "Resources for customizing and optimizing AI models",
          "companies": [
            {
              "name": "Lamini",
              "description": "Provides tools for efficient fine-tuning of large language models, including techniques like quantization and memory optimization.",
              "logo": "",
              "link": "https://lamini.ai/"
            },
            {
              "name": "Predibase",
              "description": "Platform for building and deploying machine learning models, with a focus on simplifying the development process and enabling faster iteration.",
              "logo": "",
              "link": "https://www.predibase.com/"
            },
            {
              "name": "Bloop",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Hex Magic",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Julius",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Flowise",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "LLM Stack",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "broadn",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Fine Tuner",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Codeanywhere",
              "description": "Provides workspaces with GPU",
              "logo": "",
              "link": ""
            }
          ]
        },
        {
          "name": "TOOLS",
          "description": "Development utilities, libraries and services for building AI applications",
          "companies": [
            {
              "name": "Codegen",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Hide.sh",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Relevance AI",
              "description": "Relevance AI provides a no-code AI workforce platform that enables businesses to build, customize, and manage AI agents and tools for various functions like sales and support, featuring Bosh, their AI Sales Agent, while ensuring enterprise-grade security and compliance.",
              "logo": "",
              "link": "https://relevanceai.com/"
            },
            {
              "name": "Greptile",
              "description": "Greptile provides an AI-powered code analysis platform that helps software teams ship faster by offering intelligent code reviews, codebase chat, and custom dev tools with full contextual understanding, while maintaining SOC2 Type II compliance and optional self-hosting capabilities.",
              "logo": "",
              "link": "https://www.greptile.com/"
            },
            {
              "name": "Sourcegraph",
              "description": "Sourcegraph provides a code intelligence platform featuring Cody, an AI coding assistant, and advanced code search capabilities that help developers navigate, understand, and modify complex codebases while automating routine tasks across enterprise environments.",
              "logo": "",
              "link": "https://sourcegraph.com/"
            },
            {
              "name": "PromptLayer",
              "description": "PromptLayer provides a comprehensive prompt engineering platform that enables technical and non-technical teams to collaboratively edit, evaluate, and deploy LLM prompts through a visual CMS, while offering version control, A/B testing, and monitoring capabilities with SOC 2 Type 2 compliance.",
              "logo": "./assets/promptlayer.png",
              "link": "https://www.promptlayer.com/"
            },
            {
              "name": "Gretel.ai",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Mostly.ai",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Tonic.ai",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Rockfish.ai",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "JigsawStack",
              "description": "JigsawStack provides a comprehensive suite of AI APIs including web scraping, translation, speech-to-text, OCR, prediction, and prompt optimization, offering globally distributed infrastructure with type-safe SDKs and built-in monitoring capabilities across 99+ locations.",
              "logo": "",
              "link": "https://www.jigsawstack.com/"
            }
          ]
        },
        {
          "name": "TESTING & QUALITY ASSURANCE",
          "description": "Systems for validating AI performance and reliability",
          "companies": [
            {
              "name": "LangSmith",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Galileo",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Arize",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Weight & Biases",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "AgentOps",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Confident AI",
              "description": "Confident AI provides an LLM evaluation platform that enables organizations to benchmark, unit test, and monitor their LLM applications through automated regression testing, A/B testing, and synthetic dataset generation, while offering research-backed evaluation metrics and comprehensive observability features.",
              "logo": "",
              "link": "https://www.confident-ai.com/"
            },
            {
              "name": "ContextQA",
              "description": "AI agent specifically designed for software testing and quality assurance, automating the testing process and providing comprehensive test coverage.",
              "logo": "",
              "link": "https://contextqa.com/"
            },
            {
              "name": "Braintrust",
              "description": "Braintrust provides an end-to-end platform for evaluating and testing LLM applications, offering features like prompt testing, custom scoring, dataset management, real-time tracing, and production monitoring, with support for both UI-based and SDK-driven workflows.",
              "logo": "",
              "link": "https://www.braintrustdata.com/"
            }

          ]
        }
      ]
    },
    {
      "number": 4,
      "name": "Observability and Governance Layer",
      "description": "The control layer for monitoring, evaluating, securing, and governing AI systems. This layer handles everything from development pipelines and performance monitoring to risk management and compliance. It ensures AI systems operate reliably and meet organizational standards.",
      "sections": [
        {
          "name": "DEVELOPMENT PIPELINE",
          "description": "Tools for managing and monitoring AI application lifecycles",
          "companies": [
            {
              "name": "Portkey",
              "description": "Portkey provides a comprehensive AI gateway and control panel that enables teams to route to 200+ LLMs, implement guardrails, manage prompts, and monitor AI applications with detailed observability features while maintaining SOC2 compliance and HIPAA/GDPR standards.",
              "logo": "",
              "link": "https://portkey.ai/"
            },
            {
              "name": "Baseten",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "LangServe",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Kong",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Apigee",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Stack AI",
              "description": "Stack AI provides an enterprise generative AI platform for building and deploying AI applications with a no-code interface, offering pre-built templates, workflow automation, enterprise security features (SOC2, HIPAA, GDPR), and on-premise deployment options with support for multiple AI models and data sources.",
              "logo": "",
              "link": "https://www.stack-ai.com/"
            }
          ]
        },
        {
          "name": "EVALUATION & MONITORING",
          "description": "Systems for tracking AI performance and behavior",
          "companies": [
            {
              "name": "Pydantic Logfire",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Cleanlab",
              "description": "Cleanlab provides an AI-powered data curation platform that helps organizations improve their GenAI and ML solutions by automatically detecting and fixing data quality issues, reducing hallucinations, and enabling trustworthy AI deployment while offering VPC integration for enhanced security.",
              "logo": "",
              "link": "https://cleanlab.ai/"
            },
            {
              "name": "Patronus",
              "description": "Patronus provides a comprehensive AI evaluation platform built on industry-leading research, offering features for testing hallucinations, security risks, alignment, and performance monitoring, with both pre-built evaluators and custom evaluation capabilities for RAG systems and AI agents.",
              "logo": "",
              "link": "https://www.patronus.ai/"
            },
            {
              "name": "Log10",
              "description": "Log10 provides an end-to-end AI accuracy platform for evaluating and monitoring LLM applications in high-stakes industries, featuring expert-driven evaluation, automated feedback systems, real-time monitoring, and continuous improvement workflows with built-in security and compliance features.",
              "logo": "",
              "link": "https://www.log10.io/"
            },
            {
              "name": "Traceloop",
              "description": "Traceloop provides open-source LLM monitoring through OpenLLMetry, offering real-time hallucination detection, output quality monitoring, and prompt debugging capabilities across 22+ LLM providers with zero-intrusion integration.",
              "logo": "",
              "link": "https://traceloop.com/"
            },
            {
              "name": "WhyLabs",
              "description": "WhyLabs provides a comprehensive AI Control Center for monitoring, securing, and optimizing AI applications, offering real-time LLM monitoring, security guardrails, and privacy-preserving observability with SOC 2 Type 2 compliance and support for multiple modalities.",
              "logo": "",
              "link": "https://whylabs.ai/"
            },
            {
              "name": "OpenLLMetry",
              "description": "OpenLLMetry provides an open-source observability solution for LLMs built on OpenTelemetry standards, offering easy integration with major observability platforms like Datadog, New Relic, and Grafana, requiring just two lines of code to implement.",
              "logo": "",
              "link": "https://openllmetry.org/"
            },
            {
              "name": "LangWatch",
              "description": "LangWatch provides a comprehensive LLMOps platform for optimizing and monitoring LLM performance, featuring automated prompt optimization using DSPy, quality evaluations, performance monitoring, and collaborative tools for AI teams, with enterprise-grade security and self-hosting options.",
              "logo": "",
              "link": "https://langwatch.ai/"
            }
          ]
        },
        {
          "name": "RISK & COMPLIANCE",
          "description": "Frameworks for ensuring responsible AI use and regulatory compliance",
          "companies": [
            {
              "name": "Alinia",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Guardrails AI",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Lakera",
              "description": "",
              "logo": "",
              "link": ""
            }
          ]
        },
        {
          "name": "SECURITY & ACCESS CONTROL",
          "description": "Tools for protecting AI systems and managing access and user permissions",
          "companies": [
            {
              "name": "LiteLLM",
              "description": "LiteLLM provides a unified API gateway for managing 100+ LLM providers with OpenAI-compatible formatting, offering features like authentication, load balancing, spend tracking, and monitoring integrations, available both as an open-source solution and enterprise service.",
              "logo": "",
              "link": "https://litellm.ai/"
            }
          ]
        }
      ]
    },
    {
      "number": 5,
      "name": "Agent Consumer Layer",
      "description": "The interface layer where AI agents interact with users and systems. This includes standalone autonomous agents, assistive tools that enhance human capabilities, and specialized agents built for specific tasks. It's where AI capabilities are packaged into practical, user-facing applications.",
      "sections": [
        {
          "name": "AUTONOMOUS AGENTS",
          "description": "Self-operating AI systems that can complete complex tasks independently",
          "companies": [
            {
              "name": "Devin",
              "description": "Cognition develops Devin, the world's first AI software engineer, designed to work as a collaborative teammate that helps engineering teams scale their capabilities through parallel task execution and comprehensive development support.",
              "logo": "./assets/cognition.png",
              "link": "https://devin.ai/"
            },
            {
              "name": "OpenHands",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Lovable",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "AutoGen",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "BabyAGI",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "AgentGPT",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Superagent",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Morph",
              "description": "Morph AI delivers an enterprise-grade developer assistant that automates engineering tasks across multiple languages and frameworks, enabling developers to focus on high-impact work while ensuring code quality through automated testing and compliance.",
              "logo": "./assets/morph.svg",
              "link": ""
            },
            {
              "name": "GoCharlie",
              "description": "Multimodal content creation autonomous agent.",
              "logo": "",
              "link": "https://gocharlie.ai/"
            },
            {
              "name": "Kubiya",
              "description": "Kubiya provides AI-powered teammates for operations teams, enabling automated task delegation and execution across DevOps workflows, with hallucination-free operations, enterprise-grade security, and native integration with tools like Slack, Jira, and Terraform.",
              "logo": "",
              "link": "https://www.kubiya.ai/"
            },
            {
              "name": "Goose",
              "description": "Goose is an open-source autonomous developer agent that operates directly on your machine, capable of executing shell commands, debugging code, managing dependencies, and interacting with development tools like GitHub and Jira, featuring extensible toolkits and support for multiple LLM providers.",
              "logo": "",
              "link": "https://github.com/block/goose"
            }
          ]
        },
        {
          "name": "ASSISTIVE AGENTS",
          "description": "AI tools that enhance human capabilities and workflow efficiency",
          "companies": [
            {
              "name": "Copilot",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Continue.dev",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Cody",
              "description": "Sourcegraph's Cody is an AI coding assistant that combines the latest LLM models (including Claude 3 and GPT-4) with comprehensive codebase context to help developers write, understand, and fix code across multiple IDEs, while offering enterprise-grade security and flexible deployment options.",
              "logo": "",
              "link": "https://sourcegraph.com/cody"
            },
            {
              "name": "Cursor",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Tabnine",
              "description": "Tabnine provides a privacy-focused AI code assistant that offers personalized code generation, testing, and review capabilities, featuring bespoke models trained on team codebases, zero data retention, and enterprise-grade security with support for on-premises deployment.",
              "logo": "",
              "link": "https://www.tabnine.com/"
            },
            {
              "name": "Pieces",
              "description": "Pieces provides an on-device AI companion that captures and maintains long-term memory across the developer workflow, offering snippet management, multi-LLM support, and context-aware assistance while processing all data locally for enhanced security and privacy.",
              "logo": "",
              "link": "https://pieces.app/"
            }
          ]
        },
        {
          "name": "SPECIALIZED AGENTS",
          "description": "Purpose-built AI agents designed for specific functions, like PR reviews and similar.",
          "companies": [
            {
              "name": "CodeRabbit",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Qodo",
              "description": "",
              "logo": "",
              "link": ""
            },
            {
              "name": "Ellipsis",
              "description": "Ellipsis provides AI-powered code reviews and automated bug fixes for GitHub repositories, offering features like style guide enforcement, code generation, and automated testing while maintaining SOC 2 Type 1 compliance and secure processing without data retention.",
              "logo": "",
              "link": "https://www.ellipsis.dev/"
            },
            {
              "name": "Codeflash",
              "description": "Codeflash is a CI tool that keeps your Python code performant by using AI to automatically find the most optimized version of your code through benchmarking and verifying the new code for correctness.",
              "logo": "./assets/codeflash.png",
              "link": "https://www.codeflash.ai/"
            },
            {
              "name": "Superflex",
              "description": "Superflex is a VSCode Extension that builds features from Figma designs, images and text prompts, while maintaining your design standards, code style, and reusing your UI components.",
              "logo": "./assets/superflex.svg",
              "link": "https://superflex.ai/"
            }
          ]
        }
      ]
    }
  ]
}