Introducing Cognee v1.0: a major breakthrough in agentic intelligence.
It is 145% better than Opus 4.8 and GPT 5.5 at long context memory retrieval.
Cognee allows a 100 BILLION token context window 100,000x more than Claude. It's:
- 6.9x cheaper than GPT 5.5 and Opus 4.8
- Cold starts in 350ms & searches in 260ms
Why this matters:
Today agents forget important context, redo tasks, waste tokens, and slow down as workflows get more complex.
Cognee solves this.
It’s not a place to build agents. It connects to the agents you’ve already built, across any platform, and makes them significantly cheaper, faster, and more accurate.
Here's how it works:
📖THE BEST SEEDANCE 2.0 WORKFLOW STARTS INSIDE CHATGPT IMAGE 2
One creator can now go from storyboard to cinematic short film without a camera, actors, or a production crew
Most creators use Seedance 2.0 as a video generator.
The real power comes from combining ChatGPT Image 2 + Seedance 2.0 into a production pipeline.
Here’s the workflow:
1.Create a story idea in ChatGPT.
2.Generate a shot-by-shot storyboard.
3. Build character sheets to lock consistency.
4.Generate every scene in ChatGPT Image 2.
5.Define camera movements and actions.
6.Animate each shot in Seedance 2.0.
7.Stitch the clips together into a finished short film.
Why this works:
• Consistent characters across scenes
• Better storytelling
• Precise camera control
• Faster iteration
• Professional-looking results
• One person can do the work of an entire production team
Use cases:
⁃Viral AI shorts
⁃YouTube animations
⁃Brand commercials
⁃Educational content
⁃Story-driven ads
⁃Social media content
The future of AI video isn’t prompting.
It’s building production pipelines.
📥Tomorrow I am sharing a workflow that almost nobody is using but absolutely should be.
🔖 The full breakdown from setup to final export is waiting in the pinned article.
Want to preview your video before spending credits?
This GPT Image 2 prompt converts any video prompt into a complete storyboard contact sheet. It automatically extracts keyframes, preserves continuity and visualizes the most important moments before you generate the actual video.
It's a great way to debug prompts, improve generation success rates and save credits by catching problems early.
Honestly, this is a feature video generation platforms should build directly into their workflow.
Just paste your video prompt and get an instant storyboard of the most important shots.
GPT Image 2 Prompt:
Turn the VIDEO PROMPT below into one finished storyboard contact sheet. Break the visible action into the appropriate number of keyframes automatically. Use fewer panels for simple scenes and more panels for complex action, prop continuity, transformations, multiple characters, or important reactions. Each panel must be a completed cinematic still from the same video world, not a rough sketch or written shot list.
Rules:
- Arrange panels in a clean adaptive grid, in chronological order from left to right and top to bottom.
- The overall sheet can use any aspect ratio needed to keep all panels readable.
- Preserve character identity, wardrobe, props, environment, lighting, style, screen direction, character count, and object continuity.
- Each panel shows one clear visible moment only. For an action, choose the strongest readable frame, usually contact, impact, reaction, transformation result, or final position.
- Do not invent new characters, props, actions, or locations.
- Do not add captions, panel numbers, arrows, dialogue, subtitles, sound cues, camera notes, or explanatory text.
VIDEO PROMPT:
-Enter your video prompt here-
Introducing ViralBench, the first AI benchmark testing models’ abilities to go viral.
We gave Opus 4.8, GPT 5.5 and Kimi 2.6 unrestricted access to TikTok with one objective: get views.
After just 3 days, one model was averaging over 5,000 views a day. Another learned that protein content works better than weight loss.
Each model is researching and posting without any human intervention.
Full breakdown:
This Midjourney style reference represents a bold fusion of modern graphic novels, noir storytelling, western pulp fiction, and epic fantasy illustration:
--sref 1491490335
Influenced by artists such as Mike Mignola, Eduardo Risso, Sean Murphy, Frank Miller, and Jae Lee, this aesthetic blends classic comic-book craftsmanship with contemporary digital painting techniques.
Whether depicting superheroes, gunslingers, fantasy warriors, detectives, or antiheroes, every image carries a sense of weight, drama, and narrative presence.
My GitHub skill for Seedance V2 are free. I keep updating it all the time. No need to pay anyone; use it as the base for your own skill building. It also works with other video models. I will have an independent one for Kling and Grok Imagine later when they get to the Seedance V2 level.
Storyboard to video workflow on Renoise
GPT Image 2 + Seedance 2.0 turn a simple storyboard into a cinematic soccer sequence in minutes
Tutorial + prompts below 👇