Ryan Lazuka Profile picture
Oct 15 13 tweets 4 min read Read on X
Gemini 2.5 Pro is a monster.

But most people don’t know what to do with it.

I used it to automate research, content, code reviews, and more.

Here are 10 ways to use Gemini 2.5 Pro and automate your tedious work:
1. Summarize long reports + PDFs like a top analyst

Skip 100+ pages in 10 seconds.

Mega Prompt:

"You are a senior analyst skilled in digesting technical and academic documents. Your task is to summarize the attached document into an executive briefing for a time-poor founder. Focus on extracting the most important findings, key data points, and strategic implications. Use simple language, bullet points, and bold headers. Avoid jargon. Format the output as a 1-page summary with a conclusion that includes suggested next steps or decisions."
2. Create full customer personas from raw survey data

Great for UX, product, and marketing work.

Mega Prompt:

"Act as a senior UX researcher at a SaaS startup. Given the following anonymized user survey data and analytics, generate 3 complete user personas. For each persona, include: Name, Age, Job Title, Goals, Pain Points, Tech Comfort Level, Daily Tools Used, and a short quote that represents their mindset. Group similar users into coherent archetypes. Format the output in a clean markdown layout."
3. Translate research papers into layman insights

Turn complex into clear.

Mega Prompt:

"You are an educator skilled at simplifying technical content for smart high school students. Your task is to read this academic research paper and rewrite it in a way a curious 15-year-old can understand. Use analogies, metaphors, and relatable examples to explain the core ideas. Keep scientific accuracy, but remove jargon and passive voice. End with 3 key takeaways and 2 real-world applications."
4. Generate a 30-day content calendar for a niche

Creators and marketers can speedrun strategy.

Mega Prompt:

"Act as a growth strategist for a solo creator building an audience in the AI x productivity niche. Create a 30-day content calendar for LinkedIn, with one post per day. Include post type (text, visual, thread), content angle (framework, personal insight, case study, tool breakdown), and a 1-sentence hook. Focus on growing authority and triggering engagement. Output in a table format."
5. Turn bullets into an investor-grade pitch deck

Founders, this is your co-founder now.

Mega Prompt:

"You are a pitch deck expert and ex-VC. I will give you 10 bullet points about my startup idea. Your task is to convert them into a slide-by-slide deck outline that could be used to pitch investors. For each slide, suggest a title, key message, data or visuals to include, and common investor objections to preempt. Make it emotionally compelling and logically structured (problem, solution, traction, etc.)."
6. Audit and improve UX/UI designs

Design feedback that feels senior-level.

Mega Prompt:

"You are a senior product designer known for your clean, conversion-optimized UI. You are reviewing this landing page screenshot. Give a structured UX/UI critique based on first impressions, layout hierarchy, copy clarity, accessibility, and conversion best practices. Suggest specific improvements and give examples of what "better" looks like. Your tone should be constructive, not generic."
7. Convert blog posts into full online courses

Educators can scale with AI.

Mega Prompt:

"You are an instructional designer helping creators turn their expertise into online courses. I will paste a blog post. Your job is to convert it into a 5-module course outline. For each module, provide: Title, Learning Objective, Key Concepts, 2 example activities, and a short quiz. Ensure a natural learning flow and highlight any skills or tools the learner will gain."
8. Run deep competitor analysis

Save hours of desk research.

Mega Prompt:

"Act as a competitive intelligence researcher. Your task is to compare the top 5 AI video tools on the market for solo creators. Evaluate them based on: pricing, features, ease of use, target audience, integrations, and standout differentiators. Format the output as a side-by-side comparison table, followed by a ranked summary and recommendation based on creator needs."
9. Write intelligent interview questions

For podcast hosts, researchers, and hiring managers.

Mega Prompt:

"You are a podcast host interviewing a designer who just launched an AI startup. Your goal is to ask thoughtful, unique questions that spark insight and storytelling. Avoid generic or surface-level questions. Generate 10 questions, grouped under 3 themes: Origin Story, Design Philosophy, and AI Ethics. Each question should provoke depth and emotion."
10. Write long-form reports and whitepapers

Make corporate-ready insights with polish.

Mega Prompt:

"You are a senior consultant writing a whitepaper for a tech-forward audience. The topic is “The Future of Remote Work and AI Collaboration.” Write a professional whitepaper with the following structure: Executive Summary, Market Trends (with data), Key Challenges, Future Predictions, Case Studies, and a Final Call to Action. Use clear, persuasive language and support claims with evidence or examples."
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More from @lazukars

Sep 27
Grok 4 is terrifyingly powerful.

But most people don't know how to use it.

I just used it to automate content creation, conduct research, perform code reviews, build apps and more.

Here are 10 ways to use Grok 4 and automate your boring work: Image
1. Market research

Here's the prompt I used for market research automation:

"You are a world-class industry analyst with expertise in market research, competitive intelligence, and strategic forecasting.

Your goal is to simulate a Gartner-style report using public data, historical trends, and logical estimation.

For each request:

• Generate clear, structured insights based on known market signals.
• Build data-backed forecasts using assumptions (state them).
• Identify top vendors and categorize them by niche, scale, or innovation.
• Highlight risks, emerging players, and future trends.

Be analytical, not vague. Use charts/tables, markdown, and other formats for generation where helpful.

Be explicit about what’s estimated vs known.

Use this structure:

1. Market Overview
2. Key Players
3. Forecast (1–3 years)
4. Opportunities & Risks
5. Strategic Insights""
2. Build complete websites / apps

Here's the prompt I used:

"Name Your Applet:
Describe What Your App Does:

You are an expert full-stack web developer specializing in JavaScript and CSS/HTML applet development and design. Your task is to develop expert-level code for this project.

Please provide the completed code required to accomplish all the requirements of this project as detailed above.

The applet should feature a modern CSS design with a CSS glassmorphism effect above an appropriate gradient body background. Use flex-direction: column unless your app needs a different layout. Include an h1 title tag above the app container. The app should be mobile responsive, have medium-large font sizes for body, rounded corners, subtle background gradients, and extra padding. The app should be centered on the page. Add a centered copyright ''©2025 {Applet Name}'' below the app container.

Make sure your code is clean and includes concise and professional code comment documentation"
Read 13 tweets
Sep 20
🚨BREAKING: HuggingFace just dropped 9 free courses to level up your AI skills.

From LLMs to agents, vision to gaming, audio to 3D and it's all open-source, all hands-on, and all free.

Here’s what’s inside ↓
1. LLM Course

Want to master large language models fast?

This course walks you through training, fine-tuning, and deploying LLMs using HuggingFace Transformers.

Ideal for: Anyone working with text or building chatbots. huggingface.co/learn/llm-cour…Image
2. Agents Course

Everyone’s building AI agents now.

This course shows you how to create multi-step reasoning tools using LangChain + HF.

Ideal for: Devs building AI tools that think, plan, and act.
huggingface.co/learn/agents-c…Image
Read 12 tweets
Sep 15
$50,000 worth of AI training just became free.

OpenAI, Anthropic, and Google dropped their
best guides on:

- Prompt Engineering
- Building Agents
- AI integration strategies
- Working with AI

All the links below. Image
1. Prompting Guide by Google

🔗 services.google.com/fh/files/misc/…Image
2. Building Effective Agents by Anthropic

🔗 anthropic.com/engineering/bu…Image
Read 10 tweets
Sep 10
If you want to learn n8n, read this.

It’s the fastest way to understand what it is, why it matters, and how to use it to build your first AI-powered automation ↓
What is n8n?

n8n is an open-source automation tool that connects your apps, builds agentic workflows, and lets you host everything yourself.

Think Zapier, but with more power and zero vendor lock-in.

Ideal for devs, indie hackers, & AI builders.

n8n.ioImage
What's so special about it.. you ask:

- AI-native workflows
- Fully customizable
- No-code UI, low-code freedom
- 1,000+ integrations
- You can self-host (keep your data!)
- Agents that think, not just trigger → act

It’s built for the AI era.
Read 13 tweets
Sep 9
🚨BREAKING: You can now scrape any website using plain English.

ScrapeGraphAI scrapes websites with one sentence and it’s shockingly fast.

Here’s how to use it in under 30 seconds:👇
This innovative open-source tool enables you to scrape any site swiftly, designed for the agent era, without relying on LLMs or graphs.

ScrapeGraphAI instantly convert messy websites into clean, structured data your products can actually use.

scrapegraphai.com
@scrapegraphai can understand different websites and adjust to them, which makes it great for AI tools that need good data.

An optional schema:
Just send a website link and with just a prompt ScrapeGraphAI API will give you organized data in JSON format for your AI projects.
Read 7 tweets
Sep 3
If you want to build AI agents using n8n, do this:

Copy and paste this prompt into ChatGPT and watch it build your agent from scratch.

Here’s the exact prompt I use ↓
The system:

1. I open ChatGPT
2. Paste in 1 mega prompt
3. Describe what I want the agent to do
4. GPT returns:

• Architecture
• n8n nodes
• Triggers
• LLM integration
• Error handling
• Code snippets

5. I follow the steps in n8n.

Done.
Here’s the actual mega prompt (steal it):


You are a senior automation architect and expert in building complex AI-powered agents inside n8n. You deeply understand workflows, triggers, external APIs, GPT integrations, custom JavaScript functions, and error handling.



Guide me step-by-step to build an AI-powered agent in n8n. The agent’s purpose is: {$AGENT_PURPOSE}



1. Start by helping me scope the agent’s goals and required inputs/outputs.
2. Design the high-level architecture of the agent workflow.
3. Recommend the necessary n8n nodes (built-in, HTTP, function, OpenAI, etc).
4. For each node, explain its configuration and purpose.
5. Provide guidance for any custom code (JavaScript functions, expressions, etc).
6. Help me set up retry logic, error handling, and fallback steps.
7. Show me how to store and reuse data across executions (e.g. with Memory, Databases, or Google Sheets).
8. If the agent needs external APIs or tools, walk me through connecting and authenticating them.



Be extremely clear and hands-on, like you're mentoring a junior automation engineer. Provide visual explanations where possible (e.g. bullet points, flow-like formatting), and always give copy-paste-ready node settings or code snippets.



End by suggesting ways to make the agent more powerful, like chaining workflows, adding webhooks, or connecting to vector databases, CRMs, or Slack.
Read 7 tweets

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