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Objetivo del Proyecto: Desarrollar un sistema de IA capaz de realizar tareas de ingeniería de software y seguridad de forma autónoma, utilizando un ciclo de razonamiento cerrado para corregir errores de ejecución en tiempo real. 1. Arquitectura del Cerebro (Core Logic) Framework: Uso obligatorio de LangGraph para gestionar ciclos (loops) y estados persistentes. Ciclo de Razonamiento (ReAct Avanzado): El agente debe seguir este flujo en cada tarea: Nodo de Planificación: El LLM desglosa el objetivo en sub-pasos. Nodo de Acción: Selección de herramienta o escritura de código. Nodo de Ejecución: El código se envía al entorno aislado. Nodo de Análisis de Error: Si el código falla (ej. error de compilación o timeout), el mensaje de error se envía de vuelta al LLM para que reescriba el código y lo intente de nuevo automáticamente. 2. Entorno de Ejecución (Sandbox Políglota) Aislamiento: El sistema debe levantar contenedores Docker bajo demanda mediante el SDK de Docker para Python. Capacidad Multilenguaje: La imagen base de Docker debe tener pre-instalados compiladores y entornos de ejecución para: Python 3.x, GCC/G++ (C/C++), Go, y Node.js. Persistencia de Archivos: El agente debe poder crear, editar y guardar archivos dentro del contenedor para construir scripts complejos. 3. Capa de Herramientas (Tooling) Shell Access: Una herramienta que permita al agente ejecutar comandos bash directamente en el contenedor. Network Tools: Envolver herramientas de red (como nmap o curl) en funciones de Python para que el LLM las llame y reciba el stdout y stderr limpio. 4. Memoria y Aprendizaje (Vector Store) Memoria de Sesión: Historial de pasos previos para evitar repetir errores. Memoria de Largo Plazo: Integración con ChromaDB o Pinecone para indexar "lecciones aprendidas". Si un exploit falló de una forma específica, el agente debe consultar la DB para ver qué técnica funcionó en casos similares anteriormente. 5. Interfaz de Monitoreo (Dashboard) Necesito ver el "Stream de Pensamiento": Una consola donde se vea en tiempo real qué está pensando la IA, qué código escribió y por qué decidió cambiar de estrategia cuando algo falló.
Projekt-ID: 40112109
21 Vorschläge
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21 Freelancer bieten im Durchschnitt $220 USD für diesen Auftrag

My name is Nikhil, a seasoned developer proficient in AI Development, JavaScript, Machine Learning (ML), PHP, Python, and Software Architecture that align precisely with the requirements of your project. My diverse background and extensive experience in developing software using different languages and frameworks ensure that I am well-equipped to handle the complexities of your Sistema de IA para Ingeniería de Software project. Having worked on various backend and frontend technologies like Node.js, Python (including Django), React.js, Angular.js, and many more, I have honed my skills in understanding complex systems and crafting efficient solutions. This will be invaluable for creating a robust AI system equipped with a Cycle of Reasoning that precisely identifies, plans, acts upon, analyzes errors, and rectifies them seamlessly - improving your system's reliability. Additionally, my previous projects involving persistent storage (ChromaDB or Pinecone) aligns with the requirement of long-term memory as well as the need for monitoring. I can provide a powerful dashboard that not only records each step taken by the IA but also helps you visualize its real-time decision-making and understand why certain strategies were adopted or changed during execution. Thanks....
$250 USD in 7 Tagen
8,1
8,1

I HAVE WORKED ON SIMILAR HIGH-COMPLEXITY AI-AUTOMATION PROJECTS — READY TO BUILD A POWERFUL, AUTONOMOUS SYSTEM TAILORED TO YOUR NEEDS. I can deliver a complete, scalable, and fully automated solution that meets all your requirements with clean architecture, strong security, and long-term maintainability. My approach focuses on reliability, modular development, and seamless integration across all components. Core Features Included End-to-end system development (backend, automation, integrations). Advanced AI processing with configurable prompts and logic. Real-time data ingestion & normalization. Automated workflows, event triggers, monitoring, and reporting. Secure role-based access control & admin tools. Responsive dashboard with analytics and logs. API integrations + webhook handling. Deployment, optimization, and documentation. User Roles Admin: Full control, configuration, approvals, settings. Editor/Operator: Manage content, trigger actions, view insights. End User: Limited access based on subscription or permissions. I’m ready to start immediately and can deliver a stable, professional system with fast communication and milestone-based progress. Shall we begin?
$140 USD in 7 Tagen
7,4
7,4

Hi! My name is Marjan and I'm here to offer you my services as a skilled applicant with over a decade of experience working on Freelancer.com. l believe I am the best fit candidate for this project due to my extensive experience; I would like to have a discussion to get to know that we both are on the same page. Once the scope will be locked, I will start working on it right away.
$140 USD in 7 Tagen
6,7
6,7

Hello, Thank you so much for posting this opportunity. It sounds like a great fit, and I’d love to be part of it! I’ve worked on similar projects before, and I’m confident I can bring real value to your project. I’m passionate about what I do and always aim to deliver work that’s not only high-quality but also makes things easier and smoother for my clients. Feel free to take a quick look at my profile to see some of the work I’ve done in the past. If it feels like a good match, I’d be happy to chat further about your project and how I can help bring it to life. I’m available to get started right away and will give this project my full attention from day one. Let’s connect and see how we can make this a success together! Looking forward to hearing from you soon. With Regards! Abhishek Saini
$250 USD in 7 Tagen
6,7
6,7

Hola, señor. Puedo diseñar e implementar un sistema de IA autónomo para ingeniería de software utilizando LangGraph con un modelo de ejecución de bucle cerrado. La solución incluirá entornos aislados políglotas basados en Docker, detección y corrección automática de errores, utilidades de shell y red integradas, memoria basada en vectores con ChromaDB/Pinecone y un panel de control de monitorización en tiempo real que mostrará las acciones, los cambios en el código y las actualizaciones de la estrategia para una total transparencia y fiabilidad. Espero su respuesta. Saludos cordiales, Raghav, BLW TECH
$1.600 USD in 30 Tagen
6,6
6,6

¡Hola! ⚜⭐⭐⭐⭐⚜(( Agente de IA autónomo para ingeniería de software en tiempo real y corrección de errores ))⚜⭐⭐⭐⭐⚜ Su proyecto requiere una IA sofisticada capaz de ejecutar tareas de software con bucles de autocorrección, utilizando LangGraph y entornos aislados de Docker multilingües. El objetivo es un sistema inteligente que planifique, actúe, ejecute, aprenda de los errores y conserve el conocimiento para futuras mejoras. Tengo amplia experiencia en el desarrollo de agentes de IA, automatización con Python y Docker, y la creación de entornos de ejecución multilingües con estado persistente. Mi enfoque se centra en integrar el razonamiento estilo ReAct, entornos aislados robustos y un sistema de memoria vectorizada para garantizar que la IA aprenda y se adapte continuamente. Tres características principales: 1. Entorno de ejecución aislado multilingüe con almacenamiento de archivos persistente 2. Ciclos de razonamiento avanzados con corrección de errores automatizada 3. Integración de memoria a través de ChromaDB/Pinecone para el aprendizaje a largo plazo Puedo crear un panel de control en tiempo real para monitorear el proceso de pensamiento de la IA y la evolución del código, garantizando transparencia y control. Hablemos sobre la arquitectura y los hitos para que este sistema funcione de manera eficiente. Saludos cordiales, Farhin B.
$256 USD in 15 Tagen
6,4
6,4

Hello, I am a Python Developer with 15+ years of experience in building secure, scalable, and high-performance applications. I specialize in Python-based backend development, automation scripts, API development, data processing, and integrating third-party services. My expertise includes Django, Flask, FastAPI, REST APIs, MySQL/PostgreSQL, and cloud deployment. I also recently worked on integrating the OpenAI API for auto-generated content, images, and automation features—showing my ability to adopt modern AI technologies. If you are looking for a dedicated Python Developer who delivers clean code, reliability, and fast results, I’d be glad to work on your project.
$100 USD in 7 Tagen
5,3
5,3

Hola, Tengo experiencia construyendo agentes autónomos con ciclos cerrados usando LangGraph, ReAct y ejecución en sandbox con Docker. Puedo implementar el loop de planificación → acción → ejecución → análisis de error con reintentos automáticos, tal como describes. Estoy cómodo levantando contenedores Docker bajo demanda desde Python, con soporte multi-lenguaje (Python, C/C++, Go, Node), acceso a shell y herramientas de red, y persistencia de archivos. También he trabajado con memoria de sesión y memoria a largo plazo usando vector stores como ChromaDB. Puedo entregar una primera versión funcional y luego iterar por fases. Si quieres, lo vemos en detalle por chat. Gracias, Mortuza
$140 USD in 7 Tagen
5,3
5,3

Greetings, I see you're looking to develop an AI system that can autonomously handle software engineering tasks and security, using a closed reasoning cycle to fix execution errors in real-time. This is an exciting challenge! My approach would involve building the core logic with LangGraph to manage loops and persistent states effectively. I would ensure the environment can run multiple programming languages in Docker containers, allowing for dynamic execution and file management. With experience in Python, Docker, and machine learning, I can create a robust agent that analyzes errors and revises code automatically. Additionally, the memory systems you mentioned would help the AI learn from past mistakes, improving its performance over time. I’m all in for creating a monitoring dashboard to visualize the AI's thought process. Best regards, Mehran Riaz
$230 USD in 3 Tagen
5,0
5,0

Hello there, I am excited about the opportunity to work on the development of an AI system capable of autonomously performing software engineering and security tasks using a closed reasoning cycle to correct execution errors in real-time. The project entails implementing the Core Logic architecture with LangGraph framework for managing loops and persistent states, and incorporating an advanced ReAct reasoning cycle for task execution. Furthermore, the execution environment will leverage Docker containers generated on-demand via Python SDK, ensuring multilanguage support for Python 3.x, GCC/G++ (C/C++), Go, and Node.js. Regards, RawahaWP
$100 USD in 3 Tagen
4,6
4,6

Hi ive read your requirement and ive handled similar project before. With my experience and ability, i can complete your project with perfectly. Please contact me and discuss detail via chat. Thx Petro.
$250 USD in 9 Tagen
4,4
4,4

Hello, I am interested in building your autonomous AI engineering and security system. With deep expertise in LangGraph, Docker orchestration, and agentic workflows, I can deliver a robust, self-healing "closed-loop" architecture that goes beyond simple automation. I specialize in creating agents that don’t just "hallucinate" solutions but actively verify them through iterative execution and error analysis. Two Critical Questions: Security Boundaries: Given the "Security" aspect and use of tools like nmap, what specific network egress restrictions or resource quotas should be enforced on the Docker containers to prevent unintended lateral movement? Memory Retrieval Strategy: For the Long-Term Memory (ChromaDB/Pinecone), do you have a preference for the embedding model (e.g., OpenAI, HuggingFace) to be used for indexing complex code snippets and exploit patterns? Thanks, Nivedita
$220 USD in 10 Tagen
4,0
4,0

Hello there, I hope you’re doing great! I’m a professional Python Developer with experience in developing efficient, clean, and reliable Python scripts and applications. Whether it’s data analysis, automation, web scraping, API integration, or backend development — I can handle it with precision and quality. I always focus on writing well-structured, optimized, and bug-free code. My goal is to deliver work that meets your requirements perfectly and adds value to your project. ✅ Clean and optimized Python code ✅ Fast delivery and regular updates ✅ Unlimited revisions until satisfaction ✅ Excellent communication I would love to discuss your project in detail and start right away. Let’s turn your ideas into powerful Python solutions! Best regards,
$30 USD in 1 Tag
2,7
2,7

Hola, saludos cordiales en la actualidad cuento con más de 15 años trabajando como desarrollador de software, soy la persona ideal para este proyecto. No dudes en escribirme :)
$90 USD in 7 Tagen
2,9
2,9

Hi, I can do this. I have extensive experience in developing AI systems, particularly in software engineering and security. Utilizing LangGraph for managing loops and persistent states aligns perfectly with my expertise. I can implement the closed reasoning cycle you outlined, ensuring the agent effectively plans, executes, and analyzes errors in real-time. My proficiency in Docker will facilitate the creation of a multilingual sandbox environment, allowing for seamless execution of various programming languages. Additionally, I can integrate network tools and provide shell access for enhanced functionality. For memory and learning, I will implement a robust vector store using ChromaDB or Pinecone to ensure the agent learns from past experiences. The monitoring dashboard will provide real-time insights into the agent's thought process and decision-making. I am excited about the opportunity to contribute to this innovative project. Ashnasajid
$140 USD in 3 Tagen
4,0
4,0

Hi, I’m Mst Habiba Hasan, I am a Senior Full-Stack Developer with more than 10 years of experience. I can help you with: — Website development — Mobile app development — Web app development — Backend development — AI and Machine Learning development — Maintenance of existing projects — UX/UI design — Browser extensions — DevOps — Solution Architecture — Consulting — MVP development Technologies I've worked with include but are not limited to: * Python/ Django * ReactJS / React Native (including React Native Web) / Expo / Express / Redux / NextJS * Javascript / Typescript / Flow types * NodeJS / Angular / Vue.js * MongoDB / SQL (MySQL / MariaDB / PostgreSQL) / Redis * OAuth2 / Keycloak / Auth0 / Cognito * Kubernetes / Helm / Docker / Ansible / Terraform / Amplify / Firebase * AWS / Azure / GCP / on premises * RESTful / GraphQL / OpenTracing / AMQP (RabbitMQ) Contact me today to get started! I’m excited to collaborate and bring your vision to life. Best regards, Mst Habiba Hasan
$50 USD in 3 Tagen
3,6
3,6

Como Ingeniero de Software Senior con amplia experiencia en IA, sería un honor desarrollar el Sistema de IA para Ingeniería de Software para usted. La belleza de este proyecto reside en su naturaleza multifacética, y mis amplias habilidades me capacitan de forma única para gestionar todos los aspectos. A lo largo de mi carrera, he utilizado con éxito lenguajes y tecnologías como JavaScript, TypeScript, Python, Node.js, Docker e incluso frameworks como LangGraph. Crear la lógica central, centrándome en el ciclo ReAct, es algo que no solo conozco, sino que también domino. ¡Mi experiencia en la gestión de bucles y estados persistentes es clave! También cuento con una amplia experiencia práctica en la creación y utilización de contenedores Docker con el SDK de Python. De hecho, ya he creado sistemas similares a los requisitos de su entorno de pruebas con múltiples compiladores y configuraciones de ejecución para varios lenguajes. Además, la incorporación de herramientas para su sistema es algo natural. Tengo confianza en proporcionar funciones como el acceso a la shell e incluso usar nmap o curl mediante funciones de Python. La memoria y el aprendizaje son aspectos cruciales; Mi conocimiento de bases de datos como Pinecone para el almacenamiento a largo plazo preservará el conocimiento vital adquirido durante las sesiones anteriores de la IA.
$110 USD in 5 Tagen
1,4
1,4

Hello, I'm excited about the opportunity to develop an advanced AI system for autonomous software engineering. Our expertise encompasses software architecture, Docker, and ML, ensuring a robust solution employing LangGraph for closed-loop reasoning and error correction. We will deliver a multi-language environment with a real-time monitoring interface. What specific deadlines or milestones do you have in mind for the project? Thanks,
$40 USD in 1 Tag
0,0
0,0

Olá! Estou interessado em colaborar no seu projeto. Possuo experiência na área e posso contribuir com minhas habilidades. Fico à disposição para mais informações. Aguardo seu retorno. Obrigado!
$140 USD in 7 Tagen
0,0
0,0

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