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[Lapo.dev @lapodev]

Good one on iOs Apps + AppStore Ads

[Frederick James @_frederickjames]

https://t.co/hFyfKwVG4Q

[Lapo.dev @lapodev]

What we think about this..? Cognee v 1.0.0

[Vasilije @tricalt]

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:

[Lapo.dev @lapodev]

Bro Nice gpt storyboard to seedance video workflow

[Zentrix⌚️ @ZentrixHQ]

📖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.

[Lapo.dev @lapodev]

great idea, seeing video prompts with image storyboards

[Kōda @aimikoda]

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-

[Lapo.dev @lapodev]

@kidpakerot warmr

[Lapo.dev @lapodev]

Bro insane

[Jibran @Jibran_05]

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:

[Lapo.dev @lapodev]

Super good thanks kiki..character reference sheet e ample, top notch one

[Kiki @Mayz1169]

1️⃣character sheet:

professional character design sheet,
sports lifestyle brand concept art,
anime-inspired 3D illustration,
Pixar-level rendering quality,
cinematic lighting,
high-end surf brand key visual,
commercial character turnaround sheet,
clean studio presentation layout,
fashion + sports hybrid design,
beach lifestyle advertising aesthetic,
ultra detailed character concept board,
production-ready IP design sheet

ASPECT RATIO:

16:9

PROJECT:

SALTWAVE – “CHASE THE WAVE”

CHARACTER IP DESIGN

SUBJECT:

female surfer character KAIA,
beach lifestyle athlete,
California surf culture inspired,
freedom, ocean energy, optimism,
youthful sports brand ambassador,
surfboard lifestyle identity

MAIN CHARACTER:

KAIA,
age 19,
athletic slim surfer body,
sun-kissed skin,
long brown hair tied in ponytail,
confident smiling expression,
free-spirited and energetic personality,
surfing professional aesthetic,
modern sports brand model character

OUTFIT DESIGN:

surf crop top rash guard (white + navy blue),
minimal bikini bottom (navy + orange accents),
sports accessories,
bracelets and ocean-themed jewelry,
functional surf gear aesthetic,
wet sand beach styling,
brand logo “SALTWAVE” integrated

PROPS:

surfboard (white with SALTWAVE branding),
beach ocean environment,
sunlight reflections,
surf leash,
beach accessories,
summer ocean lifestyle elements

LAYOUT STRUCTURE:

left panel – cinematic hero illustration (beach sunset surf pose, ocean waves, wind motion, dynamic hair movement)

right panel – clean character sheet layout:

front view full body,
side view,
back view,
3/4 view,
expression sheet (happy, confident, playful, wink, smile)

bottom section:

equipment breakdown (surfboard, accessories, outfit details),
color palette swatches,
brand identity elements,
design notes and annotations

VISUAL DETAILS:

highly detailed anime-realistic hybrid rendering,
soft cinematic sunlight,
ocean reflections on skin,
wind motion in hair and fabric,
clean white studio background for turnaround views,
dynamic beach environment for hero shot,
professional industrial design sheet composition,
fashion brand character presentation style,
sharp linework + soft rendering mix,
ultra clean layout hierarchy

COLOR PALETTE:

ocean blue,
sand beige,
sunset orange,
coral pink,
white foam,
deep navy,
warm skin tones

CAMERA:

hero shot wide angle beach composition,
studio orthographic character turnaround views,
front/side/back/profile consistency,
soft depth of field for hero panel,
clean flat lighting for design sheet section

MOOD:

freedom,
youthful energy,
ocean lifestyle,
optimistic,
adventurous,
sunlight warmth,
sport brand identity

LAYOUT:

professional IP character bible sheet,
clean white background grid system,
branding panel on left,
character turnaround on right,
detail close-ups bottom right,
equipment section bottom center,
color palette swatches included,
presentation board style for animation/game/sports brand pitch

QUALITY:

masterpiece,
ultra detailed,
8k,
production concept art,
AAA game character design sheet,
professional brand IP presentation,
cinematic illustration quality

[Lapo.dev @lapodev]

Good for concept of locking and creating original characters

[0xTria @0xTria]

https://t.co/fFZLRKl47C

[Lapo.dev @lapodev]

Loving this midjourney sref!

[OscarAI @Artedeingenio]

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.

[Lapo.dev @lapodev]

sick slideshow example..

[Matt Welter @_mattwelter]

1.6M views, 1.4M views, 1.1M views

promoting "Verified by Human" beehiiv newsletter

marketing w/ slideshows in the "men's self-improvement" niche

[Lapo.dev @lapodev]

Nice one on ios apps viral idea and marketing

[Alejandro Sanchez @skyirezumi]

https://t.co/baueYAwRqH

[Lapo.dev @lapodev]

nice tips on getting viral

[Laur @laurgrowth]

https://t.co/4AdgT8dBVk

[Lapo.dev @lapodev]

Seedance 2.0 Skill for making videos..looking into it now, looks interesting

[Emily @IamEmily2050]

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.

[Lapo.dev @lapodev]

Good one on reaction videos + demo

[Rork @rork]

https://t.co/QqmpVmmF4W

[Lapo.dev @lapodev]

Good one on slideshow process

[Roman Khaves @roman_khaves]

https://t.co/Wkc8rYGDAS

[Lapo.dev @lapodev]

Bro this is sick! Gotta try it slideshow generator

[Will @athcanft]

https://t.co/ty14xpZw6e

[Lapo.dev @lapodev]

nice idea for animations

[Fokki @0x_fokki]

https://t.co/3KfBj1EuKl

[Lapo.dev @lapodev]

Roman’s back with good slideshows and ai influencers tips

[Roman Khaves @roman_khaves]

https://t.co/O76UtiXnth

[Lapo.dev @lapodev]

Reaction hook + app one of the best

[Adrià Martinez @adriamatz]

https://t.co/nTOsXiM6YD

[Lapo.dev @lapodev]

Good workflow on storyboard to video with prompts

[Renoise @renoiseai]

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 👇