FAQ: Training a Custom AI Agent on Your Startup's Data & Brand Voice - ButtonAI

Lean startup founders: Discover how to train a custom AI agent on your product data and brand voice. Get fast, on-brand automated support with ButtonAI.

FAQ: Training a Custom AI Agent on Your Startup's Data & Brand Voice - ButtonAI

Summary

Lean startup founders: Discover how to train a custom AI agent on your product data and brand voice. Get fast, on-brand automated support with ButtonAI.

Table of Contents

What's the real difference between a general AI chatbot and a custom AI agent for my business?

A general AI chatbot has broad knowledge, but a custom AI agent is a specialist trained exclusively on your startup's data. It understands your products, services, and customers on a deep level. Using the ButtonAI platform, you can create these specialized agents by connecting your unique business information, transforming a generic tool into an expert team member that provides accurate, on-brand answers and assistance.

How do I get all my product specs and internal documents into an AI?

The process of training an agent is designed for simplicity. The ButtonAI platform provides an intuitive interface where you can easily upload documents (like PDFs and Word docs), paste text, or simply provide a URL to your website or knowledge base. ButtonAI securely processes this information, creating a private knowledge source that your custom agent uses to operate with perfect context about your startup.

Do I need to hire a developer or know how to code to create one of these agents?

No, you don't. As a founder, your focus should be on building your business, not writing code. We built ButtonAI as a no-code solution specifically for non-technical users. You can construct, train, and launch powerful custom AI agents through a guided, step-by-step process. You provide the business knowledge, and ButtonAI handles all the complex technical work behind the scenes.

Can I have different agents for different tasks, like one for marketing and another for support?

Yes, and that is the most effective strategy. A single, generic agent can't be an expert in everything. ButtonAI allows you to build an entire team of specialized AI agents. For example, you can create a 'Marketing Agent' trained on your brand voice for creating social media posts, and a 'Support Agent' trained on your help docs to answer customer tickets, ensuring the right expertise is always applied to the right task.

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How do I make sure the AI agent actually sounds like my brand and not a robot?

Maintaining your unique brand voice is essential. Within ButtonAI, you can establish a specific 'Brand Voice' profile for your agents. You do this by providing examples of your writing style, defining key company messaging, and setting clear tonal guidelines. This ensures the agent's output is consistently aligned with your startup’s personality. For more on this, see our related FAQ: Will the content just be generic AI-speak, or can it actually sound like my startup?

What kind of investment is needed to get a custom AI agent up and running for my startup?

As a lean startup founder, budget is always a key concern. ButtonAI is designed with this in mind, offering flexible and scalable pricing plans, typically as a monthly subscription. This avoids a large, prohibitive upfront capital expenditure. The goal is to provide a clear ROI by automating tasks and freeing up your team's time, making the investment manageable and impactful from day one.

I'm hesitant to upload our confidential product roadmaps and internal data. How is it protected?

Data security is a top priority. When you train a custom agent, you are entrusting it with your core intellectual property. The ButtonAI platform is built on a secure infrastructure that isolates your data. We use industry-standard encryption for data both in transit and at rest, ensuring that your proprietary information is used exclusively to power your agent and is never exposed to other users or used for training general models.

My product features and marketing messages change frequently. How hard is it to keep the AI's information current?

Startups have to be agile, and your AI agent should be too. With ButtonAI, updating your agent's knowledge base is straightforward. Our platform provides a simple interface where you can easily add new documents, update existing ones, or remove outdated information. This ensures your custom agent always has the latest product specs, pricing, and brand messaging, without needing a developer to make changes.

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Will a custom agent be able to keep up if my user support requests suddenly triple overnight?

Absolutely. One of the primary benefits of using a custom AI agent is its scalability. Unlike a human team member who has a finite capacity, your agent built with ButtonAI can handle a massive influx of queries simultaneously without any drop in speed or quality. It can provide instant, accurate answers to one customer or one thousand customers at the same time, ensuring you can scale your support without scaling your headcount.

How does this agent fit into my team's existing workflow? Can it work with tools like Slack or our CRM?

A tool is only effective if it integrates seamlessly with how you already work. ButtonAI is designed for easy integration into your existing tool stack. Through APIs and pre-built connectors, your custom AI agent can be deployed directly within platforms like Slack for internal questions, your website's live chat for customer support, or connected to your CRM to pull customer data for personalized responses. This makes adoption frictionless for your team.

What type of information is best for training? Should I use polished marketing copy or raw internal chats?

A mix of both is ideal for creating a robust agent. Polished marketing copy helps establish your official brand voice, while internal chats and support tickets contain the real-world scenarios and customer language your agent will encounter. The great thing about using ButtonAI is its ability to synthesize information from diverse sources. You can connect it to your formal knowledge base, website content, and even internal collaboration tools. ButtonAI then builds a comprehensive understanding, allowing your agent to answer with official accuracy while grasping the nuances of how your team actually solves problems.

How do I measure if my custom agent is actually effective and not just a gimmick?

This is a critical question for any founder focused on ROI. With ButtonAI, you can track key performance indicators (KPIs) directly related to the agent's purpose. For a support agent, you can monitor metrics like ticket deflection rate or customer satisfaction scores. For an internal agent, you might track how often team members successfully find information without interrupting a colleague. ButtonAI provides analytics and logs, giving you clear visibility into the agent's performance, response accuracy, and user interactions so you can quantify its value and continuously refine its effectiveness.

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Can the agent adapt its tone? For example, can it be empathetic with a frustrated user but technical with a power user?

Absolutely. This level of nuance is a core benefit of a truly custom agent over a generic chatbot. When you configure your agent using ButtonAI, you're not just uploading documents; you are defining its personality and operational instructions. You can provide specific guidelines on how to react to user sentiment or keywords. For example, you can instruct it to adopt a more formal and empathetic tone when a user seems frustrated, while using more direct, technical language for advanced feature questions. ButtonAI allows you to build these sophisticated conversational rules without needing to write complex code.

What’s the process for correcting the AI if it gives a wrong answer about my product?

A key advantage of a dedicated platform is the simple feedback loop. If an agent provides an incorrect or outdated answer, the correction process within ButtonAI is straightforward. You can typically review the agent's conversation logs to identify the source of the error. From there, you can either update the specific source document it's pulling from or refine its core instructions to handle that type of query better in the future. ButtonAI is designed for this continuous, iterative learning, ensuring your agent becomes more accurate over time with minimal manual effort.

My startup has customers in different countries. Can I train a single agent to handle multiple languages?

Yes, this is a common requirement for scaling startups. When you build your agent with ButtonAI, it is powered by large language models that inherently possess multilingual capabilities. You can train your agent on your core knowledge base in your primary language, and it can still understand and respond to user queries in dozens of other languages. ButtonAI manages the underlying translation and contextual understanding, allowing a single, centralized agent to effectively serve a global customer base, saving you the immense effort of building and maintaining separate bots for each language.

I don't have a dedicated data scientist. How much time will my team need to spend actively 'teaching' the agent?

This is a common concern for lean teams. The goal of ButtonAI is to minimize the manual 'teaching' time. Instead of constant supervision, you primarily provide it with your existing knowledge sources. You can upload documents, connect data sources, and provide examples of your brand voice. ButtonAI handles the complex process of learning from this information, so your team's involvement is focused on providing the right materials upfront and making small adjustments as needed, not on a daily, time-intensive training regimen.

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My startup's information lives in different places – our website, Notion docs, and even Slack. Can an agent learn from all these sources at once?

Absolutely. A key strength of a custom agent is its ability to centralize scattered knowledge. With ButtonAI, you can create a unified knowledge base for your agent by connecting it to various sources. You can point it to your public website for marketing copy, integrate it with your internal Notion wiki for detailed product specs, and even feed it relevant conversations from Slack. ButtonAI synthesizes this information to provide comprehensive and consistent answers.

Beyond just product facts, how can I teach the agent our company's specific 'dos and don'ts' for communication?

This is crucial for maintaining brand integrity. With ButtonAI, you go beyond just providing raw data. You can establish specific guidelines and brand voice rules. For instance, you can instruct the agent to always use a certain tone, to never make promises about future features, or to avoid specific industry jargon. This is achieved by providing clear instructions and examples, allowing ButtonAI to learn not just what to say, but how to say it in a way that aligns perfectly with your brand's communication strategy. For more on this, see how specialized agents differ from generic tools in our guide on maintaining your startup's unique brand voice.

How can a custom agent help me launch new products or features faster?

A custom agent acts as a force multiplier for your product launches. Before a launch, you can use ButtonAI to generate all of your foundational content—from technical documentation and FAQ pages to social media announcements and internal training materials—all based on your product specs and consistent with your brand voice. Post-launch, the agent can immediately handle the influx of customer questions about the new feature, freeing up your support and product teams to focus on feedback and iteration. This streamlined process, powered by ButtonAI, significantly shortens the cycle from development to market adoption. To see a specific example, explore how you can automate your social media calendar and save time.

Can I start with a simple agent for one specific task and then expand its capabilities later as we grow?

Yes, and this is the recommended approach for most startups. You don't need to build an all-knowing agent from day one. Using ButtonAI, you can start with a Minimum Viable Agent (MVA) focused on a single, high-impact task, like answering the top 10 questions about your pricing. Once that's proven effective, you can easily expand its knowledge base and responsibilities. As you add new products or enter new markets, you can continue to add new information and skills to the same agent, allowing it to scale with your business. The ButtonAI platform is designed for this kind of iterative growth.

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How quickly can I see a return on this? My startup needs to move fast.

We understand that speed is critical for a startup. The value of a custom agent isn't something you wait months to see. With ButtonAI, you can create and train your first agent in a single afternoon. By connecting your existing knowledge sources like product docs or your help center, you can have an agent deflecting common support questions or qualifying leads on your website almost immediately. This frees up your team to focus on core growth activities from day one.

Can the AI do more than just answer questions? I need it to actually perform tasks.

Absolutely. This is a key difference between a simple chatbot and a true custom agent. While providing accurate answers is foundational, an agent built on the ButtonAI platform can be configured to take action. This could include creating a ticket in your helpdesk system, adding a qualified lead to your CRM, or triggering a specific workflow in another application. ButtonAI empowers you to build automated systems that not only inform but also execute tasks for your startup.

My product is very niche and technical. How can I trust an AI to understand the details?

This is precisely the problem custom agents are designed to solve. General AI models struggle with domain-specific knowledge. However, ButtonAI allows you to train your agent exclusively on your own content—your technical documentation, API guides, and engineering notes. The agent becomes an expert on your technology, not the entire internet. This focused training ensures ButtonAI provides accurate, nuanced answers that reflect the deep technical details of your unique product.

What if my brand voice is quirky or very specific? How do I train for personality, not just facts?

Capturing your unique brand voice is crucial. The ButtonAI platform provides specific tools for this. You can train the agent not just on factual documents, but also on examples of your ideal communication style, such as stellar support tickets or marketing copy. You can set explicit instructions and 'guardrails' that define its personality, tone, and even its sense of humor. This ensures the agent built with ButtonAI acts as a true extension of your brand's character. For more on this, you might find our answer on maintaining a unique brand voice helpful.

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How does a custom agent help my startup compete against larger, more established companies?

A custom agent is a powerful competitive lever for a lean startup. Larger companies often rely on big support and sales teams to provide comprehensive customer engagement. ButtonAI allows you to offer a similar, or even superior, experience without the massive overhead. By providing instant, 24/7, expert-level answers and support, your ButtonAI agent acts as a force multiplier, allowing your small team to punch well above its weight and win customers with exceptional service.

How do I actually get started? Is there a trial or a quick setup process?

Getting started is designed to be fast for lean teams. With ButtonAI, the process is streamlined so you can see value quickly, often within minutes, not weeks. You begin by connecting your startup's data sources—like your website, help docs, or Notion pages. The platform then ingests this information to build your agent's core knowledge. We focus on a rapid, intuitive setup so you can deploy a functional agent and start automating tasks without a prolonged onboarding period.

Does my product info have to be in a specific format like a CSV, or can I just point the AI to our website?

You don't need to be a data engineer to train your agent. The ButtonAI platform is built for flexibility, allowing you to connect data in the formats you already use. You can simply provide a URL to your website, connect a knowledge base like Notion or Google Docs, or upload files directly. ButtonAI handles the processing, extracting the relevant information to build a comprehensive knowledge base for your custom agent without requiring you to reformat everything into structured files.

What happens when the agent doesn't know the answer? Is there a smooth handover process to my team?

This is a critical part of a reliable AI strategy. The ButtonAI platform includes configurable 'fallbacks' for when the agent encounters a question it cannot answer confidently. You can set it up to automatically escalate the conversation to a human team member via email or a Slack notification, creating a seamless handover. This ensures the user always gets an answer and your team is only pulled in for the complex edge cases the AI hasn't been trained on yet, maximizing efficiency.

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I have one person doing all our customer support. How does an AI agent change their role?

An AI agent acts as a force multiplier for your support person. Instead of spending all day on repetitive questions like “how do I reset my password?” or “what are your pricing tiers?”, your team member is freed up. The custom agent, powered by ButtonAI, handles that first line of defense. This elevates your support person's role to focus on high-value interactions: handling complex escalations, nurturing key customer relationships, and providing proactive outreach that a bot can't. They become a problem-solver, not just a question-answerer.

Does the agent learn from its conversations with users, or do I have to manually update it every time it makes a mistake?

The goal is continuous improvement without continuous manual labor. The ButtonAI platform is designed for this kind of evolution. While it doesn't automatically learn from conversations in a way that could introduce incorrect information, it provides a simple feedback loop. You can review conversations, see where the agent struggled, and correct its knowledge base with a few clicks. This 'human-in-the-loop' approach ensures the agent gets smarter and more accurate based on real user interactions, but you always maintain control over its core truth, preventing it from “learning” a mistake.

This is a key difference from more generic tools. For more detail, you might find this helpful: Isn't creating a 'Custom GPT' with my startup's info the same as using a specialized agent?

I need total control over what the AI says. How can I set strict rules or guidelines that the agent must always follow, no matter what?

This level of control is fundamental for any founder. Within the ButtonAI platform, you can establish 'Core Directives' for your agent. These are non-negotiable rules and foundational principles that the AI must adhere to in every interaction. For instance, you can create a directive to never speculate on future product release dates or to always direct pricing questions to a specific sales page. ButtonAI treats these directives as a primary filter, ensuring your agent operates safely within the specific guardrails you define, giving you ultimate control over its communication.

Our internal documentation isn't perfect. What happens if the AI finds conflicting information about a product feature in our documents?

This is a common challenge for fast-moving startups, and it's something we've designed for. When you connect your data sources to ButtonAI, you can set a priority hierarchy. You can specify that your official website's product page, for example, is the 'gold standard' source of truth and should override information found in an older internal Slack channel or a draft document. ButtonAI uses this hierarchy to resolve conflicts, ensuring the agent provides answers based on your most current and authoritative information.

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If a customer asks a follow-up question, will the agent remember the previous part of their conversation, or does it start fresh every time?

A seamless user experience is critical. Agents created with ButtonAI are designed to maintain conversational context. This means the agent retains a short-term memory of the current interaction, allowing it to understand follow-up questions and respond coherently without the user needing to repeat themselves. This ability to handle natural, back-and-forth dialogue makes the conversation feel more human and significantly more helpful, which is a core feature of the ButtonAI platform.

Can the agent just tell me what it's learning? For example, can it identify the most common product questions customers are asking?

Yes, your AI agent can be a powerful source of business intelligence. The ButtonAI dashboard provides analytics on agent interactions, giving you a real-time view of the topics and questions your users are most interested in. You can easily spot trends, identify gaps in your documentation, and uncover valuable customer insights. Instead of just answering questions, your agent built with ButtonAI becomes a feedback loop that helps you better understand your customers and improve your product.

Is this just fine-tuning an open-source model, or is there a different training process involved? I want to understand what makes it 'specialized'.

That's an excellent technical question. While fine-tuning is one method, ButtonAI employs a more sophisticated, multi-layered approach called 'Specialization'. It combines advanced retrieval-augmented generation (RAG) with your specific data, brand voice instructions, and operational rules. This means the agent doesn't just get a general 'feel' for your data; it actively retrieves the most relevant, up-to-date information from your sources in real-time to construct its answers. This makes agents from ButtonAI more accurate, easier to update, and less prone to inventing information than a standard fine-tuned model.

As a founder with a very tight budget, how does the cost of a custom agent compare to just hiring a part-time support person?

This is a common consideration for lean startups. While a human hire adds immense value, a custom agent built with ButtonAI acts as a force multiplier for your entire team. It operates 24/7, can handle a massive volume of simultaneous inquiries instantly, and provides consistent, accurate answers drawn directly from your approved data. This frees up your human team members to focus on high-value, complex issues that require a personal touch. The cost structure for ButtonAI is designed to be an efficient operational expense that scales with your needs, often proving more cost-effective than the fully-loaded cost of a new hire when you factor in salary, benefits, and training.

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When I first set up the agent, what does the 'training' process look like from my end? Is it me feeding it documents one by one?

The training process is designed to be intuitive and efficient. The ButtonAI platform provides a simple dashboard where you connect your startup's knowledge sources. This isn't a manual, one-by-one process. You can simply point the agent to your website, a specific help center URL, or connect entire knowledge bases like Notion or Google Drive. ButtonAI then automatically ingests, indexes, and structures this information, creating a foundational knowledge base for your agent that you can review and refine.

Can I use an agent internally first to help my team find information, and then later expose it to customers?

Absolutely. This phased approach is a smart way to deploy AI and is a core capability of ButtonAI. You can first deploy your custom agent in an internal-only mode, for example, within your team's Slack workspace. This allows your team to get fast, accurate answers about product specs, internal policies, or marketing copy. It serves as a perfect testing ground to refine the agent's knowledge and performance. Once you are confident, ButtonAI allows you to easily deploy that same proven agent to customer-facing channels like your website chat widget.

My brand is very specific about words we avoid. Can I teach the agent what not to say, in addition to what it should say?

Yes, this is a critical part of ensuring brand safety and voice consistency. Within the ButtonAI platform, you can establish 'guardrails' and specific negative constraints. You can provide a list of words, phrases, or topics the agent should actively avoid using. For instance, you can instruct it not to mention competitors or to avoid specific industry jargon. ButtonAI uses these rules to govern its responses, ensuring it not only knows what to say but also what not to say, keeping it perfectly aligned with your brand guidelines. This is a key part of how specialized agents maintain your startup's unique brand voice.

If I update my pricing page or a key feature document, does the agent's knowledge update automatically, or do I need to re-train it each time?

Automating knowledge updates is essential for a fast-moving startup, and ButtonAI is built for this. You can configure your agent to periodically and automatically re-synchronize with its connected data sources, such as your website or a specific Notion database. When you update your pricing page, ButtonAI can detect the changes during its next sync and update its knowledge base accordingly, all without requiring you to manually trigger a full re-training process. This ensures your agent's information remains fresh and accurate with minimal ongoing effort from your team.

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My startup's product data is our most valuable asset. How is it kept secure when I use it to train an agent?

Security is paramount. When you train a custom agent, your proprietary information is handled within a secure, isolated environment. ButtonAI does not use your specific company data to train its foundational models, meaning your product information, customer lists, and internal strategies remain confidential to your agent. We employ industry-standard security protocols to ensure your data is protected both during the training process and in live operation, giving you the confidence to leverage your most valuable assets for AI automation.

We already use tools like Slack for internal comms and a specific helpdesk for customers. Can an agent plug into these existing systems?

Absolutely. A key advantage of a specialized agent is its ability to integrate with your existing workflow, not disrupt it. ButtonAI is designed with APIs to connect directly into popular platforms like helpdesks, CRMs, and internal communication tools such as Slack. This means the agent can operate where your team and customers already are, pulling information and performing tasks without requiring everyone to adopt yet another new piece of software.

Right now we have 100 users, but what happens if we grow to 10,000? How does a custom agent scale with my user base?

Scaling is a core consideration for any startup tool. A custom agent built with ButtonAI is designed for growth. The underlying infrastructure is built to handle fluctuations in demand, from a handful of queries to thousands per hour, without a degradation in performance. This ensures that as your startup succeeds and your user base grows, your AI agent scales right alongside you, consistently providing fast, accurate support and engagement without requiring a linear increase in cost or manual intervention.

Can I use a custom agent to help onboard new employees? Training them on our product and processes takes up a lot of my time.

This is an incredibly high-value use case for founders. You can create an internal-facing agent with ButtonAI specifically for onboarding. By training it on your internal documentation, product specs, and process guides, you create a 24/7 resource for new hires. They can ask questions like “What are the key differentiators of our product?” or “What’s the process for escalating a support ticket?” and get instant, accurate answers. This drastically reduces the time you spend on repetitive training and helps new team members become productive faster. It also ensures they learn to communicate with your startup's unique voice from day one. You can learn more about how specialized agents maintain my startup's unique brand voice to ensure consistency.

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I want to do more than just answer support tickets. Can a custom agent proactively engage visitors on my pricing page to prevent them from leaving?

Yes, a custom agent can be much more than a reactive Q&A bot. With ButtonAI, you can configure your agent with proactive triggers and rules. For example, you can set a rule for the agent to initiate a conversation if a user spends more than 30 seconds on your pricing page without taking action. It could pop up and ask, “Have any questions about our plans? I can help you choose the best one for your needs.” This transforms the agent from a support tool into a proactive sales and conversion assistant, helping you capture leads and reduce bounce rates.

How can I test the agent's accuracy before I let it talk to my actual customers?

This is a critical step for any founder, and we've built it directly into the platform. ButtonAI provides a secure sandbox environment where you can act as the customer and test the agent extensively. You can ask it tough questions, try to trick it, and review every response against your original product documentation. This allows you to fine-tune its knowledge and conversational style with zero risk, ensuring it's perfectly accurate and on-brand before you deploy it live on your site or in your app.

My brand voice is more about a 'feeling' than just facts. How does an agent capture something so subjective?

Capturing a subjective 'feeling' is about learning from context and example, not just raw data. With ButtonAI, you can train your agent on more than just product specs. You can provide it with examples of your best marketing copy, your brand voice guidelines, and even transcripts of successful customer interactions. The agent learns the underlying tone, word choices, and empathetic style that create your brand's unique feeling, allowing it to generate responses that are not only accurate but also emotionally resonant. To learn more, see our answer on how specialized agents maintain my startup's unique brand voice.

Can I see what my customers are asking the agent? I want to use that data to improve my product and documentation.

Absolutely. A key benefit of using a custom agent is turning customer support into a valuable source of product intelligence. The ButtonAI platform includes an analytics dashboard that gives you a direct line of sight into user conversations. You can easily identify the most frequently asked questions, see where users are getting confused, and even spot emerging feature requests. This transforms your agent from a simple cost-saver into a powerful feedback loop for improving your product and prioritizing your roadmap.

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I need an agent for customer support, but can the same agent also help me with things like drafting social media posts based on our product updates?

Yes, and this is a major advantage for lean startups looking to maximize efficiency. Once you've trained your agent on your core product information and brand voice, that centralized knowledge can be used for multiple tasks. Within the ButtonAI platform, you can use the same trained agent to handle customer support inquiries and also prompt it to generate first drafts for social media posts, blog updates, or new documentation. This ensures all of your content is consistent and accurate, saving you from doing the same research work multiple times. This is a core part of how you can automate your monthly social media calendar.

What kind of support do I get from you during the setup and training process? I'm not a technical expert.

We understand that as a founder, you're an expert in your business, not necessarily in AI. That's why ButtonAI is designed as a partnership, not just a self-serve tool. We provide guided onboarding and dedicated support to help you through every step. Our team will assist you in connecting your data sources, defining your agent's brand voice, and testing its performance to ensure a successful launch. Our goal is to make a powerful, custom AI accessible without you needing to be a technical expert.

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