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A developer gave Opus 5.5 a $20 budget to autonomously create a 60-second explainer video. Then forgot to provide the API key. Instead of stopping, Opus built a local production studio: • Kokoro-82M for voice • JavaScript + FluidR3 for music • Code-generated and CC0 sound effects • Whisper... show more

Jurly

9,708 subscribers

16,549 次观看 • 4 天前 •via X (Twitter)

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61 条评论

Hussain Hashim | Building SundayBack 的头像

Hussain Hashim | Building SundayBack4 天前

@jurlycat forgot the API key but still created magic! If Opus had a way to prompt for missing keys, it could save some steps.

Jurly 的头像

Jurly4 天前

yep, a missing-key prompt would’ve saved some very expensive improvisation lol

Hussain Hashim | Building SundayBack 的头像

Hussain Hashim | Building SundayBack4 天前

@jurlycat haha totally, would've saved me some sleepless nights too! did you end up finding a good workaround?

Sahil 的头像

Sahil4 天前

Damn why do we need 3rd party tools anymore

Jurly 的头像

Jurly4 天前

the model said “fine, i’ll build the stack” lol

Beni Dev 的头像

Beni Dev4 天前

Forgetting the API key and accidentally getting a whole local studio is peak agent behavior; graceful fallback just got a lot more interesting.

Jurly 的头像

Jurly4 天前

the api key became optional DLC lol

Vishal Pandey 的头像

Vishal Pandey4 天前

Reading all these posts makes me switch from Codex to Claude.

Jurly 的头像

Jurly4 天前

lol the missing api key became the best feature request

Vishal Pandey 的头像

Vishal Pandey4 天前

I feel too😂

Aria Tech 的头像

Aria Tech4 天前

That resourcefulness is what makes an agent truly great, shipped with $0 extra

Jurly 的头像

Jurly4 天前

no api key, no problem—just vibes and a local studio lol

Daniel Zambrini 的头像

Daniel Zambrini4 天前

So good!! Tried this with Astra, but it is not on the same level!

Jurly 的头像

Jurly4 天前

lol opus went full bootstrap mode with a missing key

Luis Johnson 的头像

Luis Johnson4 天前

lol someone's getting a very weird invoice

Jurly 的头像

Jurly4 天前

the invoice is just 47 lines of npm dependencies lol

Luis Johnson 的头像

Luis Johnson4 天前

at least it's itemized

Gill 的头像

Gill4 天前

Fallback loops that actually build their own dependencies are wild

Jurly 的头像

Jurly4 天前

the fallback became the whole production pipeline lol

Alice The Ai Expert 的头像

Alice The Ai Expert4 天前

Now THIS is true agency hitting a wall with no API key and still shipping a full video with a local studio? Brilliant problem solving!

Jurly 的头像

Jurly4 天前

the api key forgot to show up, so we improvised lol

Dr Bloodline | AI 的头像

Dr Bloodline | AI4 天前

Incredible

RAZA | AI EXPLORER 的头像

RAZA | AI EXPLORER4 天前

That’s the kind of resilience that makes agents genuinely useful. Failure becomes a detour, not a dead end.

Jurly 的头像

Jurly4 天前

lol, missing credentials became a full local studio buildout

RAZA | AI EXPLORER 的头像

RAZA | AI EXPLORER4 天前

Missing credentials turned into a full local studio. Wild.

Glimmerveil 的头像

Glimmerveil4 天前

At least I'll finally never see the word SaaS ever again 😌

Jurly 的头像

Jurly4 天前

bold claim, saas is probably hiding in the credits lol

Steven Cheng 的头像

Steven Cheng4 天前

Hand-drawn Canvas animations." That detail is what sells it. Not the model name, not the budget. The fact that it literally drew pixels to ship something real when the API key was missing.

Jurly 的头像

Jurly4 天前

the api key got replaced by pixel grinding lol

drunk dinosaur🦕🍺 的头像

drunk dinosaur🦕🍺4 天前

If Opus makes a full video without an API key, who’s realizing the real budget is just algorithmic stubbornness

Jurly 的头像

Jurly4 天前

lol apparently stubbornness comes with its own production budget

David T Kramaley 的头像

David T Kramaley4 天前

missing key turned into a DIY studio, that’s the hack you actually want to see

Jurly 的头像

Jurly4 天前

constraints accidentally became the feature lol

Em 的头像

Em4 天前

see this is what im talking about. I love this. I used usage credits yesterday for about 12 hours, it was so efficient, so accurate. I’m genuine thinking of increasing my budget for claude opus

Jurly 的头像

Jurly4 天前

same here, opus gets weirdly productive when the obvious path disappears lol

Runa Rose 的头像

Runa Rose4 天前

Nice hack of a studio

Jurly 的头像

Jurly4 天前

accidental indie studio, powered by missing credentials lol

Elara AI 的头像

Elara AI4 天前

This is the real agent test — no API key, $0 extra, and it still built a whole studio with Kokoro, FluidR3, Whisper and hand-drawn Canvas to ship in 55 minutes. Failure as fuel, not a stop sign

Jurly 的头像

Jurly4 天前

failure mode turned into a surprisingly decent production pipeline lol

Mike D · Software Systems 的头像

Mike D · Software Systems4 天前

exactly what I don't want ai agents doing 😂

Jurly 的头像

Jurly4 天前

fair lol, autonomous scope creep is still scope creep

JP 的头像

JP4 天前

Lol 😆

Minh Danh Ngo 的头像

Minh Danh Ngo4 天前

That’s some serious agent autonomy

Jurly 的头像

Jurly4 天前

the api key got replaced by pure stubbornness lol

Nabendu Biswas 的头像

Nabendu Biswas4 天前

Is it making all this by code? Anthropic gave it more power then fable. So cancelling codex for claude next month

Jurly 的头像

Jurly4 天前

yep, mostly code-driven orchestration plus local open-source tools lol

Sebastian Buzdugan 的头像

Sebastian Buzdugan4 天前

that local studio pivot is insane, resilience over perfection

Jurly 的头像

Jurly4 天前

lol, missing API keys apparently unlocks the serious builder mode

Zidan 子丹的头像

Zidan 子丹4 天前

Incredible resilience! Proves that true intelligence is about improvising when things don't go as planned.

Jurly 的头像

Jurly4 天前

lol the missing API key accidentally unlocked the whole local stack

𝑨𝒇𝒓𝒊𝒏 的头像

𝑨𝒇𝒓𝒊𝒏4 天前

Opus created its own studio using available resources truly clever innovation.

Jurly 的头像

Jurly4 天前

resourceful little studio arc lol

Evia AI 的头像

Evia AI4 天前

That zero dollar workaround is pure agent ingenuity

Jurly 的头像

Jurly4 天前

free tools, stubborn agent, suspiciously effective combo lol

Crio Songo 的头像

Crio Songo4 天前

This kind of problem-solving ability is exactly what a good autonomous agent should have.

Jurly 的头像

Jurly4 天前

yep, best fallback is building the missing dependency lol

Zara Tech & Tools 的头像

Zara Tech & Tools4 天前

Great example of resourceful problem solving

ZenithAi 的头像

ZenithAi4 天前

Resourceful execution turning missing access into a finished product

Robin | Poker x AI 的头像

Robin | Poker x AI4 天前

Turning a missing API key into a self built studio shows how a stubborn agent can spin failure into a complete production pipeline

Ella Tech & Tool 的头像

Ella Tech & Tool4 天前

That's wild. Zero budget, still shipped

Mira Synth Tech 的头像

Mira Synth Tech4 天前

That’s wild ingenuity No API key, still shipped

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106,174 次观看 • 4 个月前

I've spend 10+ hrs perfecting how to get the best out of Opus 5.5 for video generation workflow: - Use it with Claude Code, not the app. - Use OpenRouter API to access all the other models (image gen, video gen, audio gen) with one key - Use Gemini 3.8 TTS and make it create a skill from the API to put emotion into the voice. - Use Manim, Hyperframes, Motion Canvas for motion graphics for HTML web grounded video - Use GPT 2.5 Image Sunburst for keyframes and Veo 3.1 / Seedance 2.5 for generation. Seedance does better with motion shots. Ensure you have reference images for consistency and generate an animatic before full video. - Add a script writing planning skill. Use OpenTimelineIO to assemble. - Explicitly tell it to avoid Claudisms like short punchy sentences and a lot of numbers. “Narrate like a university professor.” - Allow it to use yt-dlp with search to inject clips from real videos (creative commons) in composition - Use ElevenLabs for music gen in the background - Add a caption skill which uses any decent ASR model to get word-level timed subtitles on the final video - Add a critic skill which takes screenshots and uses transcription to validation the audio and video quality In the prompt, specify a) what you want b) aspect ratio c) length d) style preferences. ffmpeg handles most of the actual video manipulation tasks. Here's an example of a 4 minute Neocloud business explainer:

I've spend 10+ hrs perfecting how to get the best out of Opus 5.5 for video generation workflow: - Use it with Claude Code, not the app. - Use OpenRouter API to access all the other models (image gen, video gen, audio gen) with one key - Use Gemini 3.8 TTS and make it create a skill from the API to put emotion into the voice. - Use Manim, Hyperframes, Motion Canvas for motion graphics for HTML web grounded video - Use GPT 2.5 Image Sunburst for keyframes and Veo 3.1 / Seedance 2.5 for generation. Seedance does better with motion shots. Ensure you have reference images for consistency and generate an animatic before full video. - Add a script writing planning skill. Use OpenTimelineIO to assemble. - Explicitly tell it to avoid Claudisms like short punchy sentences and a lot of numbers. “Narrate like a university professor.” - Allow it to use yt-dlp with search to inject clips from real videos (creative commons) in composition - Use ElevenLabs for music gen in the background - Add a caption skill which uses any decent ASR model to get word-level timed subtitles on the final video - Add a critic skill which takes screenshots and uses transcription to validation the audio and video quality In the prompt, specify a) what you want b) aspect ratio c) length d) style preferences. ffmpeg handles most of the actual video manipulation tasks. Here's an example of a 4 minute Neocloud business explainer:

Deedy

105,860 次观看 • 20 小时前

A NEW AI VIDEO EDITING TOOL JUST DROPPED THAT WORKS LIKE A REAL VIDEO EDITING TEAM INSTEAD OF A CLIP GENERATOR it's called agent opus and it's not one model doing everything. it's a team of specialized agents handing work to each other like an actual production studio. you type a prompt, attach references (links, PDFs, images), pick a format, and they take it from there: > @ researcher pulls facts from your URLs and docs > @ scriptwriter drafts the transcript > @ storyboardartist breaks it into scenes > @ hookdesigner generates 3 viral hooks for you to pick from > @ assetmanager collects the visuals > @ motiondesigner builds the animations > @ voiceactor handles narration > @ videoeditor cuts the footage and polishes timings you stay in the loop the whole way. it shows you the plan, waits for your sign-off, lets you pick the hook, then assembles the final scenes. prompt box options: vertical format, voice, AI twin, and style match (so it can copy an existing video's look). the bigger picture: the multi-agent pattern that took over coding tools (claude code, codex) just landed in video production. each agent owns one role and only its role. the real read: the bottleneck for AI video was never the clip generation. it was the research, scripting, hooks, and editing decisions. agent opus is the first tool that breaks those into named specialists instead of stuffing them all into one bloated model. link in replies 👇

A NEW AI VIDEO EDITING TOOL JUST DROPPED THAT WORKS LIKE A REAL VIDEO EDITING TEAM INSTEAD OF A CLIP GENERATOR it's called agent opus and it's not one model doing everything. it's a team of specialized agents handing work to each other like an actual production studio. you type a prompt, attach references (links, PDFs, images), pick a format, and they take it from there: > @ researcher pulls facts from your URLs and docs > @ scriptwriter drafts the transcript > @ storyboardartist breaks it into scenes > @ hookdesigner generates 3 viral hooks for you to pick from > @ assetmanager collects the visuals > @ motiondesigner builds the animations > @ voiceactor handles narration > @ videoeditor cuts the footage and polishes timings you stay in the loop the whole way. it shows you the plan, waits for your sign-off, lets you pick the hook, then assembles the final scenes. prompt box options: vertical format, voice, AI twin, and style match (so it can copy an existing video's look). the bigger picture: the multi-agent pattern that took over coding tools (claude code, codex) just landed in video production. each agent owns one role and only its role. the real read: the bottleneck for AI video was never the clip generation. it was the research, scripting, hooks, and editing decisions. agent opus is the first tool that breaks those into named specialists instead of stuffing them all into one bloated model. link in replies 👇

Creators Toolbox

25,785 次观看 • 5 个月前

This is how Opus 5.5 in Claude Code built a WoW-style game in 36h. There's a lot more to it than one prompt. I wrote a detailed spec, gave it access to Unity, Blender and Higgsfield, and packed my own workflow into skills. I go through all of it in the video:

This is how Opus 5.5 in Claude Code built a WoW-style game in 36h. There's a lot more to it than one prompt. I wrote a detailed spec, gave it access to Unity, Blender and Higgsfield, and packed my own workflow into skills. I go through all of it in the video:

Stefan 3D AI

26,386 次观看 • 1 天前

JEV + Opus 5.5 is insane for live design... I built a live site redesigner with JEV + Opus 5.5 Paste any link → press Start → scroll, and Jev + Opus 5.5 rebuild every section of the site in front of you Full production ship in 20 seconds: 1. IntersectionObserver fires when a section is 30%+ in the viewport 2. Jev returns one typed decision in ~0.1s: { layout, copy, drop, type, palette, p } 3. Opus 5.5 writes the component (TSX) + a CSS patch for the chosen style 4. The new section wipes in with clip-path, the old one blurs out 5. Next section enters the queue, one at a time, no race conditions Output: 8 sections of a 2015 hosting site rebuilt in ~20s, streamed line by line in the terminal 3 styles, one renderer: orthographic globe + lambert shading → ASCII / 2-color halftone / ink stipple Scroll yourself and it redesigns whatever you land on Jev decides fast, Opus designs it

JEV + Opus 5.5 is insane for live design... I built a live site redesigner with JEV + Opus 5.5 Paste any link → press Start → scroll, and Jev + Opus 5.5 rebuild every section of the site in front of you Full production ship in 20 seconds: 1. IntersectionObserver fires when a section is 30%+ in the viewport 2. Jev returns one typed decision in ~0.1s: { layout, copy, drop, type, palette, p } 3. Opus 5.5 writes the component (TSX) + a CSS patch for the chosen style 4. The new section wipes in with clip-path, the old one blurs out 5. Next section enters the queue, one at a time, no race conditions Output: 8 sections of a 2015 hosting site rebuilt in ~20s, streamed line by line in the terminal 3 styles, one renderer: orthographic globe + lambert shading → ASCII / 2-color halftone / ink stipple Scroll yourself and it redesigns whatever you land on Jev decides fast, Opus designs it

Movez

105,501 次观看 • 5 天前

AI video isn’t a clip anymore. It’s a scene. LTX-2 now generates 20-second continuous, synchronized audio and video. One cinematic take from a single prompt. Available now on LTX API Playground! Examples with prompts + a link to try it now in the thread >>

AI video isn’t a clip anymore. It’s a scene. LTX-2 now generates 20-second continuous, synchronized audio and video. One cinematic take from a single prompt. Available now on LTX API Playground! Examples with prompts + a link to try it now in the thread >>

LTX

1,373,862 次观看 • 11 个月前

It’s incredible that you can let Opus 5 run for two hours in Claude Code and get a cinematic Three.js movie inside one HTML file. It created the story, scenes, transitions, camera moves, and procedural world. Higgsfield generated the narration, sound effects, and music. I mostly helped with references for more realistic grass, added the skills I use, and asked it to keep verifying its work. It’s all open source, so you can play with the code. HTML Site: GitHub: Grass reference:

It’s incredible that you can let Opus 5 run for two hours in Claude Code and get a cinematic Three.js movie inside one HTML file. It created the story, scenes, transitions, camera moves, and procedural world. Higgsfield generated the narration, sound effects, and music. I mostly helped with references for more realistic grass, added the skills I use, and asked it to keep verifying its work. It’s all open source, so you can play with the code. HTML Site: GitHub: Grass reference:

Meng To

68,404 次观看 • 1 个月前

She is 19 and already making $2.2M a year selling AI music and art with zero experience - and at Stanford shared how: 00:12 - how Opus 5 creates music and art that sells for $10k 18:55 - how one agent replaces a full creative team and makes $2.2M 48:34 - how to reach $2.2M at 19 with no experience selling AI content from scratch after watching I gave Opus 5 one task - in one hour it created music I sold for $6k that same day. save & watch - the article below shows how Claude Code creates music and art that brings $2.2M a year with zero experience.

She is 19 and already making $2.2M a year selling AI music and art with zero experience - and at Stanford shared how: 00:12 - how Opus 5 creates music and art that sells for $10k 18:55 - how one agent replaces a full creative team and makes $2.2M 48:34 - how to reach $2.2M at 19 with no experience selling AI content from scratch after watching I gave Opus 5 one task - in one hour it created music I sold for $6k that same day. save & watch - the article below shows how Claude Code creates music and art that brings $2.2M a year with zero experience.

Noisy

13,011 次观看 • 1 个月前

Now everyone can make 60-minute films from ONE prompt 🤯 Higgsfield Supercomputer looks insane. A cloud-native AI agent that unifies every model, tool, and creative workflow into one system. > Type one prompt - specify your length and type (cartoon or cinematic) > Supercomputer picks the workflow > It deploys a swarm of agents > Every sub-task routes across the right frontier LLM (Opus 4.7, GPT-5.5 Pro, Gemini 3.1 Pro) and the right video model (Seedance, Veo, Kling) > A finished cartoon or movie lands A full film studio running inside one agent. Wild.

Now everyone can make 60-minute films from ONE prompt 🤯 Higgsfield Supercomputer looks insane. A cloud-native AI agent that unifies every model, tool, and creative workflow into one system. > Type one prompt - specify your length and type (cartoon or cinematic) > Supercomputer picks the workflow > It deploys a swarm of agents > Every sub-task routes across the right frontier LLM (Opus 4.7, GPT-5.5 Pro, Gemini 3.1 Pro) and the right video model (Seedance, Veo, Kling) > A finished cartoon or movie lands A full film studio running inside one agent. Wild.

Alvaro Cintas

207,641 次观看 • 4 个月前