BeyondBeingsHow it works
Four agents. End-to-end. Editorial graphics in minutes.
BeyondBeings is an agentic editorial graphics platform. Four specialized agents — research, headline, design, and engagement — run the whole pipeline end-to-end. You direct the team; the agents deliver the post.
The workflow it replaces
Anyone who's tried to produce a strong editorial graphic manually knows the stack. The agentic pipeline collapses every one of those tools.
The old way
- Research the story across a dozen browser tabs.
- Open a general LLM to brainstorm angles. Pay for the premium tier to access the model worth using.
- Translate the angle into a visual prompt. Become an amateur prompt engineer.
- Run the prompt in Midjourney, DALL-E, or another image generator. Pay for that subscription. Iterate.
- Open Photoshop or Figma. Composite the title overlay manually. Pick fonts. Pick layouts. Years of design skill required.
- Write the caption. Try to land the hook.
- Repeat for every slide.
Four subscriptions. Six platforms. Two to three hours per post. Editorial design judgment that costs $100K+/year to hire.
The agentic pipeline
- Pick a topic.
- The agents do everything else.
One subscription. In a few minutes. No Photoshop, no prompt engineering, no platform-hopping.
The four agentic capabilities
Each agent is a specialist. Each makes decisions across the workflow. Together they replace the four roles a media team would otherwise hire for: a researcher, a headline editor, a designer, and a copywriter.
Stage 1
Agentic Research Engine
Industry depth + topic picking trained on Instagram virality
You pick an industry. Research agents pull live context — current events, market moves, the actual stories moving in your beat — and surface topics that have a chance of actually traveling on Instagram. Trained on what works (and what doesn't) on the feed, not on the generic top-10 listicles every other AI hands every user. This is also the best place to use BeyondBeings purely for brainstorming, even if you don't generate the graphic. We'd back our topic picking against 99% of generic AI on editorial content.
Agentic behavior: Agentic decision: which angle to pursue, which sources to weight, what hasn't been done to death, what fits the way Instagram actually distributes information.
Stage 2
Agentic Headline & Positioning
Titles engineered for the first 1.7 seconds of scroll
Headline agents write slide titles tuned for the moment most editorial content lives or dies in — the first 1.7 seconds of scroll. Trained specifically on virality patterns, not on generic ChatGPT-style title writing. Editorial title craft is the most underestimated skill in social media, and it's where most AI tools quietly produce the same LinkedIn-style filler. BeyondBeings outperforms 99% of generic AI on title generation; even if you only use it for headlines, it's category-leading.
Agentic behavior: Agentic decision: which hook pattern fits the topic (numbered, contrarian, hidden-story, etc.), how to sequence the slide-by-slide narrative arc, what to hold back for the payoff, how to calibrate the editorial register (sober for finance, urgent for breaking news, tabloid for entertainment).
Stage 3
Agentic Carousel Designer
Newsroom-grade visuals via best-model routing
Design agents compose the editorial graphic through best-in-class image models — Nano Banana Pro (Google's flagship for editorial realism), GPT Image 2 (OpenAI's premium with strong on-image text), and FLUX 2 Pro (Black Forest Labs' photoreal model) — choosing the right one for the look. The graphics don't read as generated. They read as reported.
Agentic behavior: Agentic decision: which image model to invoke for which slide, what composition serves the editorial framing, where the title overlay sits without cropping the subject.
Stage 4
Agentic Engagement Optimizer
Ready to publish
Slides connect. The story flows. The caption is written. The post is tuned to perform. Engagement agents write captions that do the work captions are supposed to do: keep the reader, drive the action, convert the impression. Download and publish — no design tool in between.
Agentic behavior: Agentic decision: how the caption opens, what CTA fits the story, how to thread hashtags without diluting the editorial voice.
What happens when you hit Generate
You pick a topic — “why Quibi burned $1.75B in six months” — and click generate. In the next a few minutes:
- The Agentic Research Engine surfaces the angle: Quibi's mobile-only constraint, the $1.75B raise at peak hype, the pandemic-killed product market fit, the Katzenberg sales pitch.
- Agentic Headline & Positioning writes the slide-by-slide titles: hook on slide 1, three story beats across slides 2-4, payoff on slide 5, CTA on slide 6.
- The Agentic Carousel Designer picks the right image model for each slide and composes the visuals with editorial typography composited in.
- The Agentic Engagement Optimizer writes the caption with the same editorial voice and tunes it for saves and shares.
You see the finished 6-slide editorial carousel with the caption. Edit anything you want, or download and post.
How the pipeline actually works
The questions people ask when they want to understand the agents, not just the marketing copy.