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Hi everyone,I’ve been working closely with AI systems and agent-based architectures lately, and one topic that keeps coming up in discussions with founders, developers, and product teams is the cost to build an AI agent. Many people are excited about AI agents because of their ability to automate tasks, analyze data, and make decisions autonomously, but budgeting for these systems is often misunderstood.From a development perspective, building an AI agent is not just about connecting an AI model to an interface. It usually involves designing an entire ecosystem that includes data pipelines, model orchestration, infrastructure, integrations, and monitoring systems. Because of this, the cost to build an AI agent can vary significantly depending on the complexity of the project.I thought it might be useful to share some insights from the perspective of an AI developer working in this space.Why the Cost to Build an AI Agent Varies So MuchOne of the biggest misconceptions is that AI agents

Hey Figma folks — quick reality check question.I’m seeing more teams use AI-assisted steps (idea generation, asset creation, quick variations, copy, etc.) inside the design process. The problem is: when AI touches even one step, it gets surprisingly hard to answer:“What did the human actually create?”…and in a collab, who deserves credit / payment for what?I’d love to hear real workflows (not theory). If you’ve dealt with any of these, can you reply with what you do?1) The “client/legal” momentHave you ever been asked (by a client, manager, platform, or teammate)“Is this AI?” / “Can you prove your process?” What did you show them (versions, file history, screenshots, docs, Loom, etc.)? 2) The messy collaboration momentIn a multi-person file, when AI is involved, how do you handle credit/payment? Split evenly? “Who did the final layout wins”? Track changes/versions? Something else? 3) The Figma-native questionWhat’s the minimum evidence trail you wish Figma had built-in for AI-ass

The field of user experience offers exciting prospects for research as AI develops. Although AI is very good at processing data, consumers frequently find it difficult to understand its results, which might result in a simplification loop.As we move towards chatbot-style interfaces, it becomes increasingly important to embrace UX in a No-UI environment. Instead of concentrating only on aesthetics, designers are creating engaging conversational experiences. The focus now is on using speech and text to create emotionally resonant, intuitive, and captivating encounters. As a result of this progression, UX designers now play a wider range of roles, including language design, integrating user feedback, skilfully handling errors, creating microcopy, and creating adaptive systems that can be used in a variety of user contexts.Following guiding principles that guarantee efficient and user-centred design becomes crucial as the work of UX designers changes to meet these new expectations. By inco

[redacted by forum admin/moderator to remove PII]We provided the view access of new user but its debited $40

Hi.I’m writing because I just saw an automatic annual renewal charge on my account about an hour ago...To be honest, I completely forgot to cancel this because I’ve been using Figma exclusively through my company’s corporate account lately. I have no need for a personal paid plan anymore and haven't used this specific account for any work since the charge happened.Since the payment was processed literally just an hour ago, could you please help me cancel this subscription and issue a full refund? It would be a huge help to me.I look forward to hearing from you soon. Thank you! 

The evolution of AI agents is shifting software architecture from static automation to autonomous execution systems. Unlike conventional chatbots, AI agents operate through structured reasoning loops, API orchestration layers, memory systems, and tool invocation frameworks. They are no longer conversational interfaces; they are distributed computational decision engines embedded within product ecosystems.For product designers, developers, and technical architects in the Figma community, understanding how API-first AI agents are engineered—and what it truly costs to build and scale them—is essential. The conversation must move beyond “what is an AI agent” toward “how is it architected, deployed, governed, and economically modeled?”This discussion focuses on technical architecture, infrastructure strategy, orchestration engineering, and a structured cost breakdown of AI agent development.The API-First AI Agent Architecture ModelAn API-first AI agent is designed as a service-oriented arch

I am not able to login to my Figma account as the mail id linked with my account no longer exists and I also forgot my password. I can’t reset my password since the mail id no longer exists.How can I get access to my Figma account and chage the mail id to personal mail from the college mail id so that in future there happens no issue like this.

사용하지 않았고, 자동 결제 취소를 못했습니다.환불 부탁드립니다.인보이스 ID: in_1T5FkTIvcqWR3dFD41F1XaZf

Many designers on Figma create stunning UI/UX layouts, but the real challenge begins when transforming those designs into fully functional mobile applications. Clean handoff, component consistency, and responsive behavior are critical for smooth development.Partnering with a professional react native app development service can help convert Figma prototypes into scalable, high-performing cross-platform apps. From pixel-perfect implementation to API integrations and performance optimization, the right development approach ensures your design vision stays intact while delivering a seamless user experience on both iOS and Android.Would love to hear how others here manage their Figma-to-React-Native workflow!

Hey, I am starting out Figma. I am unable to understand few things. 1- I had figma on student account but i switched it to professional and bought professional dev mode also. 2- I am unable to remove the lock. And i do not understand why the lock is there.  3- I do not have any team members. 4- When i have bought the professional Dev mode why am I still not able to work on anything or make a new project?

What happens if I start the organization plan with lets say 20 seats paid annually. After a month, i add 5 more seats (but these should be temporary for 2 months) and before the true-ups' due day i remove the aditional 5 seats. Would i be paying extra for 5 seats x 11 month or 5 seats x 2 months, on top of the original bill ofc.Can you help me with this?

How to Use Figma for Prototyping AI Features in Android AppsIn a tech-driven world, building Android apps with AI features is no longer optional—it’s essential. Figma, the collaborative design tool, now includes powerful AI-powered prototyping tools that help you move swiftly from idea to product. Here's a clear guide to using Figma for prototyping AI in Android projects.Why AI Prototyping in Figma Matters Speed and realism: With tools like Figma “Make”, designers can turn static frames into interactive prototypes in minutes—not days. One UX designer said it allowed them to ship realistic prototypes “in days instead of weeks,” improving client feedback quality creatoreconomy.so. Tight iteration cycles: Figma’s human-centered AI prototyping allows you to refine prompts and UI together, reducing guesswork and speeding up validation . Growing adoption: 45% more teams are using AI tools in their prototypes this year, reflecting a surge in real-world integration . Step-by‑Step: Integrat

Hey everyone,I’m looking for a reliable laundry app development company that can create a feature-rich, scalable, and user-friendly app. The app should include:🔹 On-Demand Booking – Customers should be able to schedule pickups and deliveries easily.🔹 Real-Time Order Tracking – Updates on the laundry process and estimated delivery time.🔹 Secure Payment Integration – Multiple payment options like credit/debit cards, wallets, and UPI.🔹 User-Friendly UI/UX – Seamless navigation for a better customer experience.🔹 Business & Admin Panel – A dashboard to manage orders, customers, and payments efficiently.🔹 Scalability – Ability to expand and add new features as the business grows.Has anyone worked with a good app development company that specializes in laundry and on-demand services? What was your experience, and what are some key challenges to consider while developing a laundry app?

It is true that a candy AI clone can provide one of the quickest and most effective avenues to success in the AI companion market. With a pre-built and extensible design, companies are able to save their development time to a considerable degree but maintain high-quality virtual companion experiences that are sophisticated, interactive and user-friendly.In the modern competitive digital world, time is an important element to dictate the success in the market. The classical method of creating applications is based on a large amount of research, coding, testing, and optimization of the application that may require months or even years. Conversely, a candy ai clone offers an already developed framework that already has proven functionalities of natural language processing, emotion intelligence, adaptive learning, and personality customization. This enables the entrepreneurs and startups to get their platform up in a short period of time and concentrate on growth strategies.Cost effectiven

Hey everyone, I’m getting ready to build a new PC soon and I’m trying to find the best places to buy PC parts online without overpaying or risking low-quality components. I’m looking for essentials like a GPU, CPU, motherboard, and SSD, but there are so many websites and sellers that it’s hard to know who to trust. Where do you usually buy your PC parts, and do you have any tips for finding good deals while avoiding scams or faulty hardware?

I am not getting any setup link, checked junk and spam, I just keep getting this:  Click on the link we sent to [redacted by forum admin/moderator to remove PII] to finish your account setup.

Want to remove autopay

I am student and i use figma as student but i am not access full feature of figma can you please help me with it

Building responsible AI solutions in SaaS requires a strong commitment to ethical principles such as fairness, transparency, privacy, and accountability. As AI continues to evolve, the ethical implications of its use in SaaS products are coming into sharper focus. Companies developing AI-powered tools must navigate these concerns carefully to ensure their solutions benefit users without causing harm. If you are looking for an artificial intelligence developer to create AI-driven mobile solutions that align with these principles, understanding these core ethical considerations is essential. Implementing ethical AI in SaaS not only protects user rights but also fosters trust and long-term growth. In this article, we’ll explore essential strategies and best practices for creating responsible AI solutions that align with ethical standards.Core Principles of Ethical AI in SaaSTo build ethical AI solutions in SaaS, businesses need to integrate the following core principles into their develop

Hi everyone,I’m Pablo, a sound designer transitioning into UX / Product Design, with a focus on UI Sound and Product Sound Design.I’m currently building a non-commercial portfolio and I’m looking for UI prototypes, interaction flows or motion concepts that I could use with permission to design sound feedback (micro-interactions, confirmations, errors, transitions, etc.).The visuals would always remain fully credited to the original designer, and the work would be clearly presented as an unofficial sound redesign for portfolio purposes only.If you have a prototype (mobile-first, SaaS, fintech, health, etc.) that you’d be open to sharing for this kind of collaboration, or if you know where designers usually publish such material, I’d really appreciate your guidance. Thanks in advance, and happy to connect.

How long it takes Figma site to be indexed

I'm planning to launch a series of video tutorials and am considering using a VOD platform to host and monetize my content. There are so many options out there—VPlayed, Uscreen, etc.—but I'm not sure what features really matter most for creators. Any recommendations or things to watch out for?

Can you confirm whether Figma Sites lets you add a site-wide custom <script> (not iframe-only embeds). If so, is it ready now?

I want to cancel my subscription and refund my money. 

Hello Figma team,I’m having trouble accessing a Figma file that has become restricted since I no longer work with my previous employer, Westpac.This file is my personal design portfolio, not company IP, and I need access to it urgently. Unfortunately, the file is still tied to my old work email, which I no longer have access to.File link:https://www.figma.com/file/KsWFIQFJKSL4SAPyvNeeaW/Jonathan-Low-Portfolio-User-Research-Coordinator?fuid=961108864078313754Important details: I no longer work at Westpac I no longer have access to my old work email My new and current email address is [redacted by moderator to remove personal information] This file is my personal design portfolio and is very important to me Could you please advise on how I can regain access to this file or transfer ownership to my current email address? I’m happy to provide any verification needed.Thank you very much for your help.Kind regards,Jonathan Low