Content Creation · Content Creator

AI Agent for Hacker News to Video Content

Automatically convert trending Hacker News articles into engaging video content through analysis, visualization, and distribution.

How it works
1 Step
Trigger
2 Step
Fetch & Filter Articles
3 Step
Generate & Publish
User manually starts the AI agent or schedules it to run at defined intervals.

Overview

End-to-end automation turns Hacker News into ready-to-publish video content.

This AI agent fetches trending Hacker News articles, analyzes them for AI and automation relevance, and summarizes them into engaging scripts. It then generates AI-driven visuals, converts those visuals into video, and stores outputs in cloud storage. Finally, it prepares social captions and optional distribution to video and social platforms.


Capabilities

What Hacker News to Video AI Agent does

Automates discovery, analysis, and multimedia production for each article.

01

Fetches trending Hacker News articles (configurable limit).

02

Analyzes articles to identify AI/Automation relevance.

03

Extracts key prompts and image URLs for visuals.

04

Generates AI-driven images using Leonardo.ai prompts.

05

Converts images into videos with RunwayML.

06

Uploads assets to cloud storage and optionally posts to social channels.

Why you should use Hacker News to Video AI Agent

This AI agent bridges timely Hacker News content to multimedia outputs, reducing manual effort while preserving article context and quality.

Before
Manual discovery of articles is time-consuming.
Evaluating AI/Automation relevance is error-prone.
Creating visuals and video requires multiple tools and steps.
Assets are scattered across cloud storage and apps.
Publishing across channels is manual and inconsistent.
After
Articles are automatically fetched and filtered for relevance.
Images and videos are generated in a streamlined pipeline.
All assets are organized and stored in one place.
Captions and blurbs are auto-generated for reuse.
Posting to YouTube, X, LinkedIn, and Instagram can be scheduled or automated.
Process

How it works

A simple 3-step flow that any user can follow.

Step 01

Trigger

User manually starts the AI agent or schedules it to run at defined intervals.

Step 02

Fetch & Filter Articles

The agent fetches Hacker News articles, applies a configurable limit, and filters for AI/Automation relevance using OpenAI GPT.

Step 03

Generate & Publish

The agent generates AI-driven images with Leonardo.ai, creates videos via RunwayML, uploads assets to cloud storage, and optionally posts to social platforms.


Example

Example workflow

A realistic scenario that shows time-to-value.

Scenario: A content creator wants a weekly Hacker News to video recap. At 9:00 AM on Friday, the AI agent fetches the top 5 articles, filters for AI topics, generates a 60–90 second recap video with AI visuals, stores the outputs in Google Drive, and posts a short teaser caption to YouTube and LinkedIn.

Content Creation OpenAI GPTLeonardo.aiRunwayMLCreatomate AI Agent flow

Audience

Who can benefit

Roles that gain from automated Hacker News to video workflows.

✍️ Content Creator

Wants timely video content from trending tech articles.

💼 Video Editor

Relies on consistent inputs and ready-to-edit assets.

🧠 Social Media Manager

Needs ready-to-publish video snippets and captions.

Educator/Trainer

Repurposes current events into explainer content.

🎯 Marketing Manager

Drives timely campaigns aligned with tech trends.

📋 Entrepreneur/Founder

Keeps audiences engaged with rapid content cycles.

Integrations

Tools used inside the AI agent to automate content creation and delivery.

OpenAI GPT

Analyzes articles, summarizes content, and assesses AI/Automation relevance.

Leonardo.ai

Generates AI-driven image prompts from article prompts and themes.

RunwayML

Converts generated visuals into video content.

Creatomate

Packages and formats videos or assets for distribution.

Hacker News API

Fetches trending articles to seed the workflow.

Dropbox

Stores final assets in cloud storage.

Google Drive

Stores scripts, prompts, and outputs for easy access.

Microsoft OneDrive

Provides additional cloud storage options for teams.

Applications

Best use cases

Practical scenarios where this AI agent adds value.

Weekly Hacker News to video recap for a technology-focused audience.
Daily AI and automation trend videos for newsletters and social clips.
Explainer videos that summarize niche articles for classrooms or training programs.
Product marketing videos referencing current tech topics and articles.
Internal knowledge updates with recap videos for engineering teams.
Audience engagement through timely topic-based video shorts and captions.

FAQ

FAQ

Common questions about using the AI agent for Hacker News to video content.

Yes. The AI agent is designed to be data-source agnostic. You can replace Hacker News with another feed, adjust filters, and configure prompts to match the new source. The rest of the pipeline—summarization, visual generation, and video creation—remains the same, ensuring consistent output quality across sources.

The agent creates short, medium, or long-form videos using AI-generated visuals and scripted summaries. You can customize length, pace, and style, and export in common formats suitable for YouTube or social platforms.

Yes. The agent requires API keys for necessary integrations (OpenAI, Leonardo.ai, RunwayML, Hacker News API, cloud storage services, etc.). Credentials are securely stored and used only for the current workflow run, with an option to rotate keys as needed.

Automatic publishing is configurable. You can enable or disable posting to YouTube, X, LinkedIn, and Instagram, and set posting windows to align with your audience activity. Captions and descriptions are generated automatically to accompany each post.

Assets are uploaded to selected cloud storage (Dropbox, Google Drive, OneDrive, MinIO) with structured folders and metadata. This keeps scripts, prompts, and media in one accessible location for teams.

Non-relevant articles are skipped during the filtering step. The agent can log these misses for audit and optionally adjust filters to improve capture of relevant topics, helping you refine performance over time.

Yes. The agent supports channel-specific outputs, including video aspect ratios, captions, and thumbnail prompts. You can tailor styles to YouTube, LinkedIn, X, or Instagram to maximize engagement.


AI Agent for Hacker News to Video Content

Automatically convert trending Hacker News articles into engaging video content through analysis, visualization, and distribution.

Use this template → Read the docs