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I found the tool that gets H3 best—MiniMax Design Agent runs full workflows, cuts pipeline & boosts efficiency One sentence auto‑builds 3D‑director scenes Get the annual plan：H3 + image generation use 20% fewer credits Less time, effort, cost + top‑tier models Totally obsessed

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Sallam Mendes

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75,494 görüntüleme • 1 ay önce •via X (Twitter)

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H3 shines with MiniMax Design. Built-in prompts, workflows & Skills. Agent runs workflows, shortens pipeline. Auto-build scenes with one sentence in the 3D Director workspace. Annual: save 20% on H3 & image-gen credits. One-click local deployment is live. Amazing stack.
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H3 shines with MiniMax Design. Built-in prompts, workflows & Skills. Agent runs workflows, shortens pipeline. Auto-build scenes with one sentence in the 3D Director workspace. Annual: save 20% on H3 & image-gen credits. One-click local deployment is live. Amazing stack.

KATE

404,326 görüntüleme • 1 ay önce

See H3’s true power on MiniMax Design - Agent runs full workflows and cuts redundant steps - One-sentence auto-build for a 3D director workspace - 20% off H3 & image generation with an annual plan - One-click local deployment available H3 performs best here
0:25

See H3’s true power on MiniMax Design - Agent runs full workflows and cuts redundant steps - One-sentence auto-build for a 3D director workspace - 20% off H3 & image generation with an annual plan - One-click local deployment available H3 performs best here

Fathela Esq

358,008 görüntüleme • 1 ay önce

Audio + prompt = polished visuals from MiniMax Design Agent unlocks H3, streamlines workflows One‑sentence scene build for 3D director workspace 20% off H3 & image‑gen for annual members One‑click local deployment live Truly awesome.
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Audio + prompt = polished visuals from MiniMax Design Agent unlocks H3, streamlines workflows One‑sentence scene build for 3D director workspace 20% off H3 & image‑gen for annual members One‑click local deployment live Truly awesome.

FELIX

243,316 görüntüleme • 1 ay önce

MiniMax Design makes retro style feel ALIVE. Design comes with prompt workflows + Skills, and the agent gets the creative intent and keeps it on track. And it only took ONE prompt. honestly, this came out better than I expected. Annual plans use 20% fewer H3 + image credits right now.
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MiniMax Design makes retro style feel ALIVE. Design comes with prompt workflows + Skills, and the agent gets the creative intent and keeps it on track. And it only took ONE prompt. honestly, this came out better than I expected. Annual plans use 20% fewer H3 + image credits right now.

Prajwal Tomar

301,585 görüntüleme • 1 ay önce

MiniMax Design is one of the hottest AI tools right now Studio-level anime PVs from one prompt Agent brings out the best in H3 with characters, scenes, and text staying stable throughout Annual members also get 20% off H3 and image generation
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MiniMax Design is one of the hottest AI tools right now Studio-level anime PVs from one prompt Agent brings out the best in H3 with characters, scenes, and text staying stable throughout Annual members also get 20% off H3 and image generation

brenz.

171,489 görüntüleme • 1 ay önce

MiniMax Design really unlocks H3’s full potential Just describe what you want Agent auto‑plans & builds scenes in 3D director workspace No essay‑length prompts save time & production costs Far easier than other director tools Plus, access to world‑class models Why not use it?
0:42

MiniMax Design really unlocks H3’s full potential Just describe what you want Agent auto‑plans & builds scenes in 3D director workspace No essay‑length prompts save time & production costs Far easier than other director tools Plus, access to world‑class models Why not use it?

JIBRIL

80,403 görüntüleme • 1 ay önce

MiniMax Design makes cute shorts easier than expected. H3 prompts + a full workflow are built in. Pick a Skill, drop in one prompt, and the Agent handles the process. A few minutes later, it’s ready. And annual users get 20% off H3 + image generation too.
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MiniMax Design makes cute shorts easier than expected. H3 prompts + a full workflow are built in. Pick a Skill, drop in one prompt, and the Agent handles the process. A few minutes later, it’s ready. And annual users get 20% off H3 + image generation too.

Frank

149,040 görüntüleme • 1 ay önce

I used to think 3D was way too much work for a quick creative idea Then I tried this workflow in MiniMax Design GPT-6 Astra can work with Blender to build the 3D scene from a natural-language prompt, which honestly changes how I think about 3D creation I don’t need to start by figuring out every Blender operation myself I can just describe the scene I have in mind and let Astra handle the technical side Then I can take that 3D result straight into H3 Max Turbo and turn it into a video And the speed here is no joke 15s video → 20s generation Starting at $0.018/s That makes experimenting with different ideas feel so much less expensive in terms of time But the more I use MiniMax Design, the more I realize 3D is only one part of it GPT Image 2.5 opens up another route — generate the visuals and storyboards first, then use H3 Max Turbo to bring those shots together into a video So now I’m basically playing with two different creative paths: Astra + Blender → 3D → H3 Max Turbo GPT Image 2.5 → Storyboard → H3 Max Turbo And having all of these connected inside MiniMax Design makes the whole process feel much more flexible Honestly, I started this just wanting to see what Astra could do with 3D Now I’m way more curious about what happens when I start mixing all these workflows together
0:44

I used to think 3D was way too much work for a quick creative idea Then I tried this workflow in MiniMax Design GPT-6 Astra can work with Blender to build the 3D scene from a natural-language prompt, which honestly changes how I think about 3D creation I don’t need to start by figuring out every Blender operation myself I can just describe the scene I have in mind and let Astra handle the technical side Then I can take that 3D result straight into H3 Max Turbo and turn it into a video And the speed here is no joke 15s video → 20s generation Starting at $0.018/s That makes experimenting with different ideas feel so much less expensive in terms of time But the more I use MiniMax Design, the more I realize 3D is only one part of it GPT Image 2.5 opens up another route — generate the visuals and storyboards first, then use H3 Max Turbo to bring those shots together into a video So now I’m basically playing with two different creative paths: Astra + Blender → 3D → H3 Max Turbo GPT Image 2.5 → Storyboard → H3 Max Turbo And having all of these connected inside MiniMax Design makes the whole process feel much more flexible Honestly, I started this just wanting to see what Astra could do with 3D Now I’m way more curious about what happens when I start mixing all these workflows together

haytam

83,103 görüntüleme • 27 gün önce

We just open-sourced an entire game studio. Introducing GameDev OS by Scenario. It gives your coding agent 9 specialists and 64 skills. 📁 GameDev OS ┃ ┣ 📁 2D Artist ┃ ┣ 📁 Concept Sketches ┃ ┗ 📁 Sprites and VFX ┃ ┣ 📁 3D Artist ┃ ┣ 📁 Image to 3D ┃ ┗ 📁 Rigging and Retargeting ┃ ┣ 📁 Environment Artist ┃ ┣ 📁 Textures and Skyboxes ┃ ┗ 📁 Walkable 3D Worlds ┃ ┣ 📁 Art Director ┃ ┣ 📁 One Character, Every Shot ┃ ┗ 📁 Quality Check Before It Ships ┃ ┣ 📁 Sound Designer ┃ ┣ 📁 Music and Score ┃ ┗ 📁 Gunfire and SFX ┃ ┣ 📁 Video Producer ┃ ┣ 📁 Cinematic Trailers ┃ ┗ 📁 Captions for Every Platform ┃ ┣ 📁 Marketing Artist ┃ ┣ 📁 Store Art for Every Platform ┃ ┗ 📁 Ads From One Shot ┃ ┣ 📁 Technical Director ┃ ┣ 📁 Workflows Imported From ComfyUI ┃ ┗ 📁 Custom Pipelines ┃ ┗ 📁 Cost Manager ┣ 📁 Model Bake-Offs With Cost ┗ 📁 Team Budgets Each specialist knows the major models for its job: Seedance, GPT, Meshy, Rodin and more. And they work together. 2D Artist sketches the gun → 3D Artist builds it → Environment Artist builds the world around it → Sound Designer adds the gunfire → Video Producer cuts the trailer. One agent. An entire game studio behind it. Free to install. Runs on your agent. Comment “OS” and I’ll send you the entire skill library.
0:54

We just open-sourced an entire game studio. Introducing GameDev OS by Scenario. It gives your coding agent 9 specialists and 64 skills. 📁 GameDev OS ┃ ┣ 📁 2D Artist ┃ ┣ 📁 Concept Sketches ┃ ┗ 📁 Sprites and VFX ┃ ┣ 📁 3D Artist ┃ ┣ 📁 Image to 3D ┃ ┗ 📁 Rigging and Retargeting ┃ ┣ 📁 Environment Artist ┃ ┣ 📁 Textures and Skyboxes ┃ ┗ 📁 Walkable 3D Worlds ┃ ┣ 📁 Art Director ┃ ┣ 📁 One Character, Every Shot ┃ ┗ 📁 Quality Check Before It Ships ┃ ┣ 📁 Sound Designer ┃ ┣ 📁 Music and Score ┃ ┗ 📁 Gunfire and SFX ┃ ┣ 📁 Video Producer ┃ ┣ 📁 Cinematic Trailers ┃ ┗ 📁 Captions for Every Platform ┃ ┣ 📁 Marketing Artist ┃ ┣ 📁 Store Art for Every Platform ┃ ┗ 📁 Ads From One Shot ┃ ┣ 📁 Technical Director ┃ ┣ 📁 Workflows Imported From ComfyUI ┃ ┗ 📁 Custom Pipelines ┃ ┗ 📁 Cost Manager ┣ 📁 Model Bake-Offs With Cost ┗ 📁 Team Budgets Each specialist knows the major models for its job: Seedance, GPT, Meshy, Rodin and more. And they work together. 2D Artist sketches the gun → 3D Artist builds it → Environment Artist builds the world around it → Sound Designer adds the gunfire → Video Producer cuts the trailer. One agent. An entire game studio behind it. Free to install. Runs on your agent. Comment “OS” and I’ll send you the entire skill library.

Emm | scenario.com

296,262 görüntüleme • 14 gün önce

I just got $20 in free credits for Claude, GPT-5.5, Veo 3, Seedance and ElevenLabs. All in one workspace. No separate subscriptions. Promo code inside. > The platform is QuadcodeAI. One workspace that replaces every AI tool you're paying for separately right now. Text, code, images, video, voice, 3D - all in one place. Claude Opus, GPT-5.5, Gemini, Grok, DeepSeek, Veo 3, Seedance, Flux 2 Pro, ElevenLabs, Suno and 40+ other frontier models. No API keys. Here's how to get $20 free: → Go to quadcodeai(.)com → Register → Enter promo code QCWELCOME0906 → 1,000 credits land instantly - worth $20 on the paid plan >> With these credits I turned my photo into a live GTA 6 character in one prompt. The Vibe Coding part is what makes this different. You describe what you want to build in plain English - the agent generates the full UI environment, builds the workflow, connects the tools, and delivers a working result. Character pipeline, product ad, app UI - the agent handles the entire chain internally without you touching a single external API. I tested it myself - fully working. Bookmark this before the promo code expires.
0:40

I just got $20 in free credits for Claude, GPT-5.5, Veo 3, Seedance and ElevenLabs. All in one workspace. No separate subscriptions. Promo code inside. > The platform is QuadcodeAI. One workspace that replaces every AI tool you're paying for separately right now. Text, code, images, video, voice, 3D - all in one place. Claude Opus, GPT-5.5, Gemini, Grok, DeepSeek, Veo 3, Seedance, Flux 2 Pro, ElevenLabs, Suno and 40+ other frontier models. No API keys. Here's how to get $20 free: → Go to quadcodeai(.)com → Register → Enter promo code QCWELCOME0906 → 1,000 credits land instantly - worth $20 on the paid plan >> With these credits I turned my photo into a live GTA 6 character in one prompt. The Vibe Coding part is what makes this different. You describe what you want to build in plain English - the agent generates the full UI environment, builds the workflow, connects the tools, and delivers a working result. Character pipeline, product ad, app UI - the agent handles the entire chain internally without you touching a single external API. I tested it myself - fully working. Bookmark this before the promo code expires.

Atenov int.

14,269 görüntüleme • 3 ay önce

I FOUND AN APP BUILDER THAT DOESN'T CHARGE FOR AI CREDITS. every app builder i tried had the same catch: new account, new interface, and a credit meter that drains every time you ask for a change. Floot skips all of that. no separate ai, no new tool to learn it runs straight through claude, the one you already have open. describe the app in chat. it builds the real thing: working database, working backend, live link when it's done. → your claude subscription covers it, no second bill → real database, not a demo shell → see it update live as you talk to it → nothing to install, nothing to configure turned out the "app builder" i was missing was the ai i was already paying for. full build, no cuts, in the video below.
1:26

I FOUND AN APP BUILDER THAT DOESN'T CHARGE FOR AI CREDITS. every app builder i tried had the same catch: new account, new interface, and a credit meter that drains every time you ask for a change. Floot skips all of that. no separate ai, no new tool to learn it runs straight through claude, the one you already have open. describe the app in chat. it builds the real thing: working database, working backend, live link when it's done. → your claude subscription covers it, no second bill → real database, not a demo shell → see it update live as you talk to it → nothing to install, nothing to configure turned out the "app builder" i was missing was the ai i was already paying for. full build, no cuts, in the video below.

marcus

50,034 görüntüleme • 26 gün önce

“We’ve got /loop, /goal, and workflows. They all get the agent to run for long periods of time.” Here’s my new episode with Thariq from the Claude Code team, where he shared how he plans, builds, and runs loops with Claude Code: → How /loop, /goal, and workflows work differently → Live demo: Editing launch videos with Claude → Using HTML artifacts to plan and learn Some quotes from Thariq: “We cut Claude Code’s system prompt by 80%. As models have gotten smarter, they need less direction, fewer constraints, and fewer examples.” “Planning is an iterative process of exploring, investigating, and finding out what you don’t know.” “One failure mode I see is that people glaze over AI’s plans. You want to make sure it’s something you read.” I've been wanting to interview Thariq for a long time and I learned so much from this epsiode. 📌 Watch now: Thanks to our sponsors: Riverside: All-in-one AI studio for podcasts and video Wispr Flow: 4x faster than typing with your voice
0:27

“We’ve got /loop, /goal, and workflows. They all get the agent to run for long periods of time.” Here’s my new episode with Thariq from the Claude Code team, where he shared how he plans, builds, and runs loops with Claude Code: → How /loop, /goal, and workflows work differently → Live demo: Editing launch videos with Claude → Using HTML artifacts to plan and learn Some quotes from Thariq: “We cut Claude Code’s system prompt by 80%. As models have gotten smarter, they need less direction, fewer constraints, and fewer examples.” “Planning is an iterative process of exploring, investigating, and finding out what you don’t know.” “One failure mode I see is that people glaze over AI’s plans. You want to make sure it’s something you read.” I've been wanting to interview Thariq for a long time and I learned so much from this epsiode. 📌 Watch now: Thanks to our sponsors: Riverside: All-in-one AI studio for podcasts and video Wispr Flow: 4x faster than typing with your voice

Peter Yang

191,347 görüntüleme • 2 ay önce

HERMES AGENT SUPPORTS 300+ MODELS. PICKING THE RIGHT ONE PER TASK IS THE DIFFERENCE BETWEEN $5/MONTH AND $50. STARTING OUT: Claude Sonnet 4.6. official recommendation from Nous Research. "the model this project was built and tested with." strong reasoning. reliable tool calling. mid-range pricing. PREMIUM TIER: Claude Opus 4.8. best coding benchmarks available. self-correcting reasoning. catches its own mistakes. 1M context. use for demanding tasks where quality matters. GPT-5.5. #1 Chatbot Arena. #1 GPQA Diamond reasoning (94.1%). #1 creative writing. 2M context. handles entire codebases in one pass. Grok 4.30. the only frontier model with live X firehose access. real-time social data, breaking news, market sentiment. connects via Grok OAuth. no separate API key. Grok-Composer-2.5-Fast (v0.17.0). Cursor's coding model. 200K context. available through your Grok subscription via OAuth. no extra cost if you already pay for Grok. MID-RANGE TIER: Claude Sonnet 4.6. best balance of quality and cost for daily use. strongest prose and tool calling in this tier. Gemini 2.5 Pro. Google Search grounding built in. cites sources. verifies claims. pulls current data. 2M context. best for research-heavy workflows. GPT-4.1. reliable tool calling. solid general reasoning. good middle ground when you need OpenAI compatibility. BUDGET TIER: Claude Haiku 4.5. fastest Anthropic model. cheapest paid Claude option. strong at classification, routing, simple queries. use for auxiliary tasks: compression, vision, web extraction, approval scoring. DeepSeek V4. best cost-to-quality ratio in the market. 90% cache discount on repeated context. use for sub-agents and bulk parallel work. DeepSeek V4 Flash. cheapest paid model worth using. 1M context. MIT license. self-hostable. use for cron jobs, monitoring, routine searches. MiniMax M3. Nous Research and MiniMax collaborating on optimization. 1M context via lightning attention. 59% SWE-Bench Pro. beats several premium models on coding. one of the most-used models inside Hermes. FREE / LOCAL: Qwen 3.5 27B via Ollama. 16GB VRAM. reliable tool calling. best free local model for Hermes as of mid-2026. Qwen 3 8B. 8GB VRAM. fits a $7 VPS. handles routine tasks at zero API cost. Llama 4 Maverick. best open-weight tool calling. 1M context. needs more VRAM but strongest local option. HOW TO ASSIGN MODELS: main model: Desktop app / Dashboard → Models → switch sub-agent model: set in Desktop app, Dashboard, or config.yaml: delegation: model: "deepseek/deepseek-v4" auxiliary models (compression, vision, web extract): Desktop app / Dashboard → Models → Auxiliary Haiku 4.5 or Gemini Flash work well here. saves significantly when your main model is premium. per-profile: each Hermes profile gets its own model. Scout on DeepSeek. Analyst on Sonnet. Briefer on budget model. Coder on Opus. per-cron-job: pin a specific model to any cron job. morning brief on Haiku. deep research on Sonnet. monitoring on DeepSeek Flash. each job uses only the model it needs. per-session: /model deepseek/deepseek-v4-flash hot-swap mid-conversation. no restart needed. FALLBACK CHAINS: if your primary model is unavailable, Hermes automatically switches to the next provider. rate limit or server error = next model in the chain. no failed runs. no manual intervention. set in Desktop app, Dashboard, or config.yaml: fallback_providers: - openrouter - nous - codex PROVIDER PATHS: OPENROUTER: 300+ models under one API key. pay per token. most flexible. NOUS PORTAL: 300+ models + Tool Gateway (web search, image gen, TTS, browser). one OAuth. one subscription. 10% off token-billed providers. CHATGPT SUB: GPT-5.5 + Grok via OAuth. included tokens with $20 subscription. OLLAMA: free. local. private. zero API cost. your hardware only. mix providers across profiles and tasks. Scout on OpenRouter. Analyst on Nous Portal. Coder on ChatGPT sub. Monitor on Ollama. THE RULE: premium for work that needs deep reasoning. mid-range for daily driver tasks. budget for volume and background work. free for monitoring and routine jobs. pricing changes fast. check openrouter ai for current rates before committing. Which is your favourite model and for what task? full 15 levels breakdown in the article 👇
0:51

HERMES AGENT SUPPORTS 300+ MODELS. PICKING THE RIGHT ONE PER TASK IS THE DIFFERENCE BETWEEN $5/MONTH AND $50. STARTING OUT: Claude Sonnet 4.6. official recommendation from Nous Research. "the model this project was built and tested with." strong reasoning. reliable tool calling. mid-range pricing. PREMIUM TIER: Claude Opus 4.8. best coding benchmarks available. self-correcting reasoning. catches its own mistakes. 1M context. use for demanding tasks where quality matters. GPT-5.5. #1 Chatbot Arena. #1 GPQA Diamond reasoning (94.1%). #1 creative writing. 2M context. handles entire codebases in one pass. Grok 4.30. the only frontier model with live X firehose access. real-time social data, breaking news, market sentiment. connects via Grok OAuth. no separate API key. Grok-Composer-2.5-Fast (v0.17.0). Cursor's coding model. 200K context. available through your Grok subscription via OAuth. no extra cost if you already pay for Grok. MID-RANGE TIER: Claude Sonnet 4.6. best balance of quality and cost for daily use. strongest prose and tool calling in this tier. Gemini 2.5 Pro. Google Search grounding built in. cites sources. verifies claims. pulls current data. 2M context. best for research-heavy workflows. GPT-4.1. reliable tool calling. solid general reasoning. good middle ground when you need OpenAI compatibility. BUDGET TIER: Claude Haiku 4.5. fastest Anthropic model. cheapest paid Claude option. strong at classification, routing, simple queries. use for auxiliary tasks: compression, vision, web extraction, approval scoring. DeepSeek V4. best cost-to-quality ratio in the market. 90% cache discount on repeated context. use for sub-agents and bulk parallel work. DeepSeek V4 Flash. cheapest paid model worth using. 1M context. MIT license. self-hostable. use for cron jobs, monitoring, routine searches. MiniMax M3. Nous Research and MiniMax collaborating on optimization. 1M context via lightning attention. 59% SWE-Bench Pro. beats several premium models on coding. one of the most-used models inside Hermes. FREE / LOCAL: Qwen 3.5 27B via Ollama. 16GB VRAM. reliable tool calling. best free local model for Hermes as of mid-2026. Qwen 3 8B. 8GB VRAM. fits a $7 VPS. handles routine tasks at zero API cost. Llama 4 Maverick. best open-weight tool calling. 1M context. needs more VRAM but strongest local option. HOW TO ASSIGN MODELS: main model: Desktop app / Dashboard → Models → switch sub-agent model: set in Desktop app, Dashboard, or config.yaml: delegation: model: "deepseek/deepseek-v4" auxiliary models (compression, vision, web extract): Desktop app / Dashboard → Models → Auxiliary Haiku 4.5 or Gemini Flash work well here. saves significantly when your main model is premium. per-profile: each Hermes profile gets its own model. Scout on DeepSeek. Analyst on Sonnet. Briefer on budget model. Coder on Opus. per-cron-job: pin a specific model to any cron job. morning brief on Haiku. deep research on Sonnet. monitoring on DeepSeek Flash. each job uses only the model it needs. per-session: /model deepseek/deepseek-v4-flash hot-swap mid-conversation. no restart needed. FALLBACK CHAINS: if your primary model is unavailable, Hermes automatically switches to the next provider. rate limit or server error = next model in the chain. no failed runs. no manual intervention. set in Desktop app, Dashboard, or config.yaml: fallback_providers: - openrouter - nous - codex PROVIDER PATHS: OPENROUTER: 300+ models under one API key. pay per token. most flexible. NOUS PORTAL: 300+ models + Tool Gateway (web search, image gen, TTS, browser). one OAuth. one subscription. 10% off token-billed providers. CHATGPT SUB: GPT-5.5 + Grok via OAuth. included tokens with $20 subscription. OLLAMA: free. local. private. zero API cost. your hardware only. mix providers across profiles and tasks. Scout on OpenRouter. Analyst on Nous Portal. Coder on ChatGPT sub. Monitor on Ollama. THE RULE: premium for work that needs deep reasoning. mid-range for daily driver tasks. budget for volume and background work. free for monitoring and routine jobs. pricing changes fast. check openrouter ai for current rates before committing. Which is your favourite model and for what task? full 15 levels breakdown in the article 👇

YanXbt

17,138 görüntüleme • 3 ay önce

Someone just posted the full blueprint for an AI swarm that does the job of a 200-person quant research team. Six agents. Running 24/7. Finding brand-new alpha while you sleep. Citadel needs 100 PhDs to do this. Two Sigma needs 200. This does it with six bots and one laptop. Two ways to play this - spend a weekend building your own swarm, or copy the wallet of one that's already up $2M: Boris Cherny runs Claude Code at Anthropic. Two weeks ago he said: "I don't prompt Claude anymore. I have loops running that prompt Claude. My job is to write loops" Alpha research is just a pipeline. So instead of sitting in it, you hand each stage to its own agent: > one reads every new research paper overnight and pulls out the trade idea > one builds the features and cleans the data > one backtests it over 20 years, costs and slippage included > one runs the hard stats and kills anything overfit > one checks it still works in every market regime > one strips out plain momentum and value to see if any real edge is left Each of those six is a job a fund pays a $600,000-a-year quant to do. He runs all six for the price of an API bill. The rule that makes it work: the agent that builds a signal never gets to approve it. A separate, stronger agent tries to kill it first. Whatever survives all six by morning is real, new alpha. One trader's already running this exact swarm on Polymarket. That $2M wallet is public, every trade on-chain. The full build is in the post below - six agents, the tool that runs them, and the five mistakes that kill most people. Bookmark & read this before it's buried.
0:41

Someone just posted the full blueprint for an AI swarm that does the job of a 200-person quant research team. Six agents. Running 24/7. Finding brand-new alpha while you sleep. Citadel needs 100 PhDs to do this. Two Sigma needs 200. This does it with six bots and one laptop. Two ways to play this - spend a weekend building your own swarm, or copy the wallet of one that's already up $2M: Boris Cherny runs Claude Code at Anthropic. Two weeks ago he said: "I don't prompt Claude anymore. I have loops running that prompt Claude. My job is to write loops" Alpha research is just a pipeline. So instead of sitting in it, you hand each stage to its own agent: > one reads every new research paper overnight and pulls out the trade idea > one builds the features and cleans the data > one backtests it over 20 years, costs and slippage included > one runs the hard stats and kills anything overfit > one checks it still works in every market regime > one strips out plain momentum and value to see if any real edge is left Each of those six is a job a fund pays a $600,000-a-year quant to do. He runs all six for the price of an API bill. The rule that makes it work: the agent that builds a signal never gets to approve it. A separate, stronger agent tries to kill it first. Whatever survives all six by morning is real, new alpha. One trader's already running this exact swarm on Polymarket. That $2M wallet is public, every trade on-chain. The full build is in the post below - six agents, the tool that runs them, and the five mistakes that kill most people. Bookmark & read this before it's buried.

cvxv666

104,237 görüntüleme • 3 ay önce

🚨 OiiOii AI: Turned my story idea into a FULL anime short film in minutes! I fed OiiOii AI one prompt + ref image... and its agents built the entire film. No manual grinding! 📷 Agents handled script, characters, storyboards, music, videos – no manual grind. Game-changer for creators! Can Improve: -> Bugs in complex scenes (e.g., character consistency glitches) -> Deeper customization (e.g., palette overrides) -> Some clips have background music, but I managed to override the prompt and remove it. Workflow: Art Director agent analyzes/sets fields, hands off to Scriptwriter agent (script/cost), to Character Designer agent (images/concepts), to Storyboard Artist (music/scenes/animations/videos). Agentic chain: Updates, generates, "invites" - like a virtual team! So the question is, is it perfect? Almost there, it's really commendable how far it has come to solve some problems creators face. Full points for that. I'm sure with time it will be better. I loved the experience and wish the best. Detailed workflow below 👇💥 #aivideos #AgenticAI #Oiioii #AIart
2:02

🚨 OiiOii AI: Turned my story idea into a FULL anime short film in minutes! I fed OiiOii AI one prompt + ref image... and its agents built the entire film. No manual grinding! 📷 Agents handled script, characters, storyboards, music, videos – no manual grind. Game-changer for creators! Can Improve: -> Bugs in complex scenes (e.g., character consistency glitches) -> Deeper customization (e.g., palette overrides) -> Some clips have background music, but I managed to override the prompt and remove it. Workflow: Art Director agent analyzes/sets fields, hands off to Scriptwriter agent (script/cost), to Character Designer agent (images/concepts), to Storyboard Artist (music/scenes/animations/videos). Agentic chain: Updates, generates, "invites" - like a virtual team! So the question is, is it perfect? Almost there, it's really commendable how far it has come to solve some problems creators face. Full points for that. I'm sure with time it will be better. I loved the experience and wish the best. Detailed workflow below 👇💥 #aivideos #AgenticAI #Oiioii #AIart

SD | AI Animation Storyteller

25,160 görüntüleme • 9 ay önce

Another insane Jev use case! Jev makes it incredibly cheap to evaluate and classify agent runs at scale. And finally, someone open-sourced a self-improving memory layer that can put that capability to work across agent harnesses. It turns your agent sessions into a compounding knowledge layer, where every successful run can make future agents smarter across: - Codex - Claude Code - Cursor - OpenCode and 20+ more Beacon by Asymptote Labs continuously builds a shared history across your agent harnesses and uses Jev to identify the runs worth learning from. It then turns the best workflows, corrections, and debugging patterns into reusable skills. GitHub repo: (don’t forget to star it ⭐) Most agent runs are messy. They contain exploration, failed commands, dead ends, and one-off fixes that should never become permanent memory. So Beacon preserves the full session history, while Jev helps decide what should be promoted, reviewed, or discarded. The recording below shows this in action. Beacon found 579 sessions across 5 coding-agent harnesses and normalized them into one consistent history. From there, Jev surfaces the lessons worth keeping and makes them available across your agent stack. - A pattern learned in Cursor can carry into OpenCode. - A lesson from Claude Code can improve the next Codex run. Every successful run adds to the shared knowledge layer, making future agents smarter. If you want to dive deeper into Jev, I also wrote a breakdown of how it works. The article is quoted below.
0:29

Another insane Jev use case! Jev makes it incredibly cheap to evaluate and classify agent runs at scale. And finally, someone open-sourced a self-improving memory layer that can put that capability to work across agent harnesses. It turns your agent sessions into a compounding knowledge layer, where every successful run can make future agents smarter across: - Codex - Claude Code - Cursor - OpenCode and 20+ more Beacon by Asymptote Labs continuously builds a shared history across your agent harnesses and uses Jev to identify the runs worth learning from. It then turns the best workflows, corrections, and debugging patterns into reusable skills. GitHub repo: (don’t forget to star it ⭐) Most agent runs are messy. They contain exploration, failed commands, dead ends, and one-off fixes that should never become permanent memory. So Beacon preserves the full session history, while Jev helps decide what should be promoted, reviewed, or discarded. The recording below shows this in action. Beacon found 579 sessions across 5 coding-agent harnesses and normalized them into one consistent history. From there, Jev surfaces the lessons worth keeping and makes them available across your agent stack. - A pattern learned in Cursor can carry into OpenCode. - A lesson from Claude Code can improve the next Codex run. Every successful run adds to the shared knowledge layer, making future agents smarter. If you want to dive deeper into Jev, I also wrote a breakdown of how it works. The article is quoted below.

Akshay 🚀

119,449 görüntüleme • 14 gün önce

i found a website that gives you the best AI models for free, every single day 😳 claude, gpt, gemini, deepseek and 10+ more, all in one place. no subscription, no credit card. it's called poe. you get free credits every day, and they reset every 24 hours so you never really run out. what you can use for free: - claude, for writing and thinking through hard stuff - gpt, for everyday questions and chat - gemini, for long documents and images - deepseek, for tricky problems - and 10+ more, all in one login how to start (2 minutes): > 1. go to (or get the app on your phone or mac) > 2. sign up with google or email, no card needed > 3. you land straight in the chat, free credits already there > 4. pick a model on the left and start typing > 5. switch models anytime, the credits refill every day one simple tip to make your credits last: use the small fast models for easy stuff, and save the big ones for when you really need them. don't waste a powerful model on a yes or no question. what this saves you: - chatgpt plus: $20/mo - claude pro: $20/mo - gemini advanced: $20/mo that's $60 a month for three apps that mostly do the same thing. poe gives you all of them in one place, for free. one login. every top model. zero dollars. bookmark this so you stop paying for AI you can get for free
0:42

i found a website that gives you the best AI models for free, every single day 😳 claude, gpt, gemini, deepseek and 10+ more, all in one place. no subscription, no credit card. it's called poe. you get free credits every day, and they reset every 24 hours so you never really run out. what you can use for free: - claude, for writing and thinking through hard stuff - gpt, for everyday questions and chat - gemini, for long documents and images - deepseek, for tricky problems - and 10+ more, all in one login how to start (2 minutes): > 1. go to (or get the app on your phone or mac) > 2. sign up with google or email, no card needed > 3. you land straight in the chat, free credits already there > 4. pick a model on the left and start typing > 5. switch models anytime, the credits refill every day one simple tip to make your credits last: use the small fast models for easy stuff, and save the big ones for when you really need them. don't waste a powerful model on a yes or no question. what this saves you: - chatgpt plus: $20/mo - claude pro: $20/mo - gemini advanced: $20/mo that's $60 a month for three apps that mostly do the same thing. poe gives you all of them in one place, for free. one login. every top model. zero dollars. bookmark this so you stop paying for AI you can get for free

Isra

58,018 görüntüleme • 3 ay önce

I got tired of explaining myself to AI every single day. Same context. Same workflow. Same instructions. Copy-pasted into every new session like it’s 2022. So I tried Panofy. Uploaded my own scripts and documents to train an agent — then gave it a single instruction. 🔥 It ran the task. Got it right. First time. No prompt loops. No setup. It just… knew. The thing that surprised me most? It actually improves the more you use it. Learns from mistakes. Builds memory. Adapts to how you think. Fewer tokens, better results. I’ve used a lot of AI tools. This one made me feel like I finally own mine. Panofy isn’t just another tool — it’s the best AI agent for expert-level tasks. If you’re serious about building with AI, this is worth trying. Sign up and get 10,000 free credits + 7-day Panofy Plus free trial 👉 #AI #AIAgents #Productivity
1:09

I got tired of explaining myself to AI every single day. Same context. Same workflow. Same instructions. Copy-pasted into every new session like it’s 2022. So I tried Panofy. Uploaded my own scripts and documents to train an agent — then gave it a single instruction. 🔥 It ran the task. Got it right. First time. No prompt loops. No setup. It just… knew. The thing that surprised me most? It actually improves the more you use it. Learns from mistakes. Builds memory. Adapts to how you think. Fewer tokens, better results. I’ve used a lot of AI tools. This one made me feel like I finally own mine. Panofy isn’t just another tool — it’s the best AI agent for expert-level tasks. If you’re serious about building with AI, this is worth trying. Sign up and get 10,000 free credits + 7-day Panofy Plus free trial 👉 #AI #AIAgents #Productivity

Aryan Rakib

33,551 görüntüleme • 5 ay önce

Every AI agent you've tried has amnesia. It does one task, forgets everything, and tomorrow you start from zero. That's not an employee. That's a temp you have to retrain every single morning. Hyperagent by Airtable is the first platform I've used that actually fixes this. Here's what got me: 1. Agents that compound. Each agent has memory. The one running today is smarter than the one you shipped three weeks ago. Same prompt, same integrations, but weeks of your judgment baked in. 2. Real deliverables, real receipts. You don't get a chat transcript. You get finished work with the cost and runtime printed right on it. A full research report for under ten bucks. Try getting that invoice from an agency. 3. A fleet, not a chatbot. Build a specialist for outreach, another for research, another for reporting. Give each one its own tools, its own memory, and its own budget cap so nothing runs away with your credits. 4. Deploy to Slack and your whole team uses the agent you built. One competitive intel agent, @ mentioned by everyone. Airtable runs its own data team this way. 5. Each agent gets its own cloud machine with a real browser and code execution. It works while you sleep. No babysitting, no local setup, no laptop that has to stay open. I put it to work in the video below. Watch what it builds. The teams treating agents as durable assets instead of one-off prompts are going to lap everyone else. This is the first tool that actually treats them that way. #ad Hyperagent
2:29

Every AI agent you've tried has amnesia. It does one task, forgets everything, and tomorrow you start from zero. That's not an employee. That's a temp you have to retrain every single morning. Hyperagent by Airtable is the first platform I've used that actually fixes this. Here's what got me: 1. Agents that compound. Each agent has memory. The one running today is smarter than the one you shipped three weeks ago. Same prompt, same integrations, but weeks of your judgment baked in. 2. Real deliverables, real receipts. You don't get a chat transcript. You get finished work with the cost and runtime printed right on it. A full research report for under ten bucks. Try getting that invoice from an agency. 3. A fleet, not a chatbot. Build a specialist for outreach, another for research, another for reporting. Give each one its own tools, its own memory, and its own budget cap so nothing runs away with your credits. 4. Deploy to Slack and your whole team uses the agent you built. One competitive intel agent, @ mentioned by everyone. Airtable runs its own data team this way. 5. Each agent gets its own cloud machine with a real browser and code execution. It works while you sleep. No babysitting, no local setup, no laptop that has to stay open. I put it to work in the video below. Watch what it builds. The teams treating agents as durable assets instead of one-off prompts are going to lap everyone else. This is the first tool that actually treats them that way. #ad Hyperagent

Leonard Rodman

94,961 görüntüleme • 2 ay önce

I couldn't believe it. One product image = a full video ad with Wizstar. No script. No shoot. No editor. Just the image, one sentence of instruction, and Wizstar did everything else. It analyzes your product automatically, builds the scene around it, and generates a complete marketing video. Character stays consistent across every shot. Product details stay accurate. Audio and video sync perfectly. It powers multi-model invocation to match any style you need, and Seedance 2.0 supports face input for consistent character generation. But wait, it gets better. You can also upload any viral video from TikTok or Amazon. Then it will recreate that EXACT winning formula for YOUR product. No more guessing what works. Zero creative trial and error. Make a video today, start seeing sales in 7 days. New users get free credits on signup. First subscription is only $19 and includes a 30-second E-commerce Agent experience. Try it here: Who's making their first ad tonight? 👇 #Wizstar #AIVideo #EcommerceMarketing
0:40

I couldn't believe it. One product image = a full video ad with Wizstar. No script. No shoot. No editor. Just the image, one sentence of instruction, and Wizstar did everything else. It analyzes your product automatically, builds the scene around it, and generates a complete marketing video. Character stays consistent across every shot. Product details stay accurate. Audio and video sync perfectly. It powers multi-model invocation to match any style you need, and Seedance 2.0 supports face input for consistent character generation. But wait, it gets better. You can also upload any viral video from TikTok or Amazon. Then it will recreate that EXACT winning formula for YOUR product. No more guessing what works. Zero creative trial and error. Make a video today, start seeing sales in 7 days. New users get free credits on signup. First subscription is only $19 and includes a 30-second E-commerce Agent experience. Try it here: Who's making their first ad tonight? 👇 #Wizstar #AIVideo #EcommerceMarketing

Pradeep Pandey

59,917 görüntüleme • 4 ay önce