What are the deployment options for langgraph?

The question is about langgraph

Answer

Langgraph offers flexible deployment options, including cloud-based, on-premises, and hybrid models. This flexibility allows businesses to choose a deployment strategy that best fits their infrastructure and security requirements. Each option is designed to provide reliable performance and seamless integration with existing systems.

About the Author

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    By Mehmet A.

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    7 years of experience

My name is Mehmet A. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Next.js, React, TypeScript, AI Bot, AI Agent Development, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: NextJs Payment Application with AI Agent Development & AI automation, AI Agent Chatbot for an e-commerce platform with n8n workflow, AI Powered Customer TIcket Management System, Contentful Cloudinary Application, Wordpress Headless B2B Woocommerce, etc.. I am based in Istanbul, Turkey. I've successfully completed 12 projects while developing at Softaims.

I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve.

My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules.

I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

Previously worked at:Türk Telekom

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Profile of Sagar M., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims
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Sagar M., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims

Sagar M.

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Timezone: UTC-08:00UTC-08:00
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Sunnyvale
Sagar M. | SoftaimsMember Since 2019
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My name is Sagar M. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Mobile App Development, Smartphone, iOS, iOS Development, Android, etc.. I hold a degree in , . Some of the notable projects I’ve worked on include: Indian Railway & IRCTC Info app (10+ million downloads), ShopKick - Rewards App (50+ million downloads), DoubleTap: NFC-based Digital Business Card and Social App, Mammography Assistant, Movie Trivia App, etc.. I am based in Sunnyvale, United States. I've successfully completed 13 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Profile of Shammy C., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Shammy C., Lead Software Engineer - AI, Python and Fullstack at Softaims

Shammy C.

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Mohali
Shammy C. | SoftaimsMember Since 2013
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My name is Shammy C. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: node.js, Laravel, API, WooCommerce, WordPress, etc.. I hold a degree in , Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: D-ID AI chat Bot Design & Development platform, OnboardLogistics.net Logistics Website Design & Development, Concordtours Website Design & Development, Kid toys eCommerce Website Development, eCommerce Website Design & Development, etc.. I am based in Mohali, India. I've successfully completed 17 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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Profile of Khalil U., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Khalil U., Lead Software Engineer - AI, Python and Fullstack at Softaims

Khalil U.

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Timezone: UTC+04:00UTC+04:00
Country: United Arab EmiratesUnited Arab Emirates
Dubai
Khalil U. | SoftaimsMember Since 2014
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My name is Khalil U. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: OpenAI API, node.js, AI Chatbot, Python, MongoDB, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Emma - Scalable AI Receptionist, OpenAI based VoiceBot Assistant - CindyApp - GPT4o - gpt-4o-realtime, React Nestjs Nextjs PostgreSQL WebApp for a Pharmaceutical Company, AliExpress Integrated Order Processor - Python + MongoDB, Fintech Google Sheets Add-on - Bank APIs integrated OAuth2/JWT/Stripe, etc.. I am based in Dubai, United Arab Emirates. I've successfully completed 9 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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11 years
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$80
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Careem
Profile of Dmytrii D., Software Engineer - AI, Python and Fullstack at Softaims
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Dmytrii D., Software Engineer - AI, Python and Fullstack at Softaims

Dmytrii D.

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Timezone: UTC+03:00UTC+03:00
Country: UkraineUkraine
Chernihiv
Dmytrii D. | SoftaimsMember Since 2025
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My name is Dmytrii D. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Front-End Development, Back-End Development, AI Development, AI Trading, WordPress, etc.. I hold a degree in Master of Computer Science (MSCS). Some of the notable projects I’ve worked on include: Smart Medical Site, Nutritionwarehouse(ecommerce), Vollume(AI voice matching site), Blockchain Node Stache, NFT Marketplace, etc.. I am based in Chernihiv, Ukraine. I've successfully completed 9 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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2 years
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$25
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Profile of Shae S., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Shae S., Lead Software Engineer - AI, Python and Fullstack at Softaims

Shae S.

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Atlanta
Shae S. | SoftaimsMember Since 2018
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My name is Shae S. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: React, node.js, TypeScript, MongoDB, OpenAI API, etc.. I hold a degree in Bachelor of Arts (BA). Some of the notable projects I’ve worked on include: Primr Knowledge Engine - AI-Powered Document Intelligence System, Lantern, Yomi. I am based in Atlanta, United States. I've successfully completed 3 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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7 years
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$85
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Profile of Kapil N., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Kapil N., Lead Software Engineer - AI, Python and Fullstack at Softaims

Kapil N.

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Timezone: UTC+01:00UTC+01:00
Country: IrelandIreland
Dublin
Kapil N. | SoftaimsMember Since 2017
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My name is Kapil N. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: React, Next.js, Redux, node.js, Chatbot, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Fashion & Lifestyle Publishing Platform, AI-Powered Customer Service Suite, Live Audio Conversations Platform, Premium Editorial & Media Platform, Modern Digital Magazine Platform, etc.. I am based in Dublin, Ireland. I've successfully completed 6 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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8 years
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$65
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IBM
Profile of Syed N., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims
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Syed N., Senior Full-Stack Engineer - AI, Python and AI Platforms at Softaims

Syed N.

langgraph

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Kolkata
Syed N. | SoftaimsMember Since 2020
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My name is Syed N. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Software Architecture & Design, AI Development, Minimum Viable Product, Solution Architecture, Back-End Development, etc.. I hold a degree in Bachelor of Science (BS), . Some of the notable projects I’ve worked on include: 🚕 JaboToto – AI-Powered Ride Aggregator MVP, 🛍️ SYLQ – AI-Powered E-Commerce MVP for Saree Brands, 👽 Alien Math – Scalable EdTech SaaS (formerly CrowDoubt, Acquired.), 🖼️ Fractional CTO for Media Delivery SaaS Dashboard, 🚕 NovoCabs: Scalable Ride-Hailing Infrastructure, etc.. I am based in Kolkata, India. I've successfully completed 9 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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5 years
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$25
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Fractal Analytics
Profile of Kapil A., Lead Software Engineer - AI, Python and Fullstack at Softaims
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Softaims
Kapil A., Lead Software Engineer - AI, Python and Fullstack at Softaims

Kapil A.

langgraph

Verified BadgeVerified Expert in Engineering
Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Surat
Kapil A. | SoftaimsMember Since 2018
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My name is Kapil A. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: React, React Native, TypeScript, JavaScript, Hybrid App Development, etc.. I hold a degree in High school degree, Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: Travel Responsive Web Development, Totem - Career Planing Platform, Laddr - Android Application, Ecommerce Products Selling App, Lemon Basket. I am based in Surat, India. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Experience
7 years
Availability
Full-time
Hourly Rate
$25
Rating
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Fractal Analytics
Profile of Matias K., Lead Software Engineer - AI, Python and AI Platforms at Softaims
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Softaims
Matias K., Lead Software Engineer - AI, Python and AI Platforms at Softaims

Matias K.

langgraph

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Timezone: UTC-03:00UTC-03:00
Country: ArgentinaArgentina
Ciudad de Buenos Aires
Matias K. | SoftaimsMember Since 2015
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LanggraphLovable AIAI DevelopmentLangchainBolt AIAI ChatbotAIPythonFullstackAI EngineeringArtificial IntelligenceAutomationAI Agent Developmentn8nAI Model DevelopmentPrompt EngineeringNLPCreateCreatrGlide

My name is Matias K. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Amazon Web Services, Python, DevOps, Docker, Cloud Architecture, etc.. I hold a degree in Bachelor of Engineering (BEng), Engineer's degree. Some of the notable projects I’ve worked on include: MechanizedAI, Selehann, ATADATA. I am based in Ciudad de Buenos Aires, Argentina. I've successfully completed 3 projects while developing at Softaims. I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last. My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims. Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

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Experience
1 Year
Availability
Full-time
Hourly Rate
$35
Rating
Previous Company
Globant
Profile of Amjad A., Junior Software Engineer - AI, Python and General Development at Softaims
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Softaims
Amjad A., Junior Software Engineer - AI, Python and General Development at Softaims

Amjad A.

langgraph

Verified BadgeVerified Expert in Engineering
Timezone: UTC-05:00UTC-05:00
Country: United StatesUnited States
Miami
Amjad A. | SoftaimsMember Since 2024
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My name is Amjad A. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Full-Stack Development, Web Development, Ecommerce Website Development, TypeScript, JavaScript, etc.. I hold a degree in Bachelor's degree. Some of the notable projects I’ve worked on include: ChatBase.Co, Sparly, Feno, Probe Digital, Zapier automation: Fathom → Python → Webhook → Outlook, etc.. I am based in Miami, United States. I've successfully completed 11 projects while developing at Softaims. Information integrity and application security are my highest priorities in development. I implement robust validation, encryption, and authorization mechanisms to protect sensitive data and ensure compliance. I am experienced in identifying and mitigating common security vulnerabilities in both new and existing applications. My work methodology involves rigorous testing—at the unit, integration, and security levels—to guarantee the stability and trustworthiness of the solutions I build. At Softaims, this dedication to security forms the basis for client trust and platform reliability. I consistently monitor and improve system performance, utilizing metrics to drive optimization efforts. I’m motivated by the challenge of creating ultra-reliable systems that safeguard client assets and user data.

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Experience
1 year
Availability
Full-time
Hourly Rate
$50
Rating
Previous Company
Google

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Testimonials

Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

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