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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 Aufrufe • vor 4 Tagen •via X (Twitter)

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61 Kommentare

Profilbild von Hussain Hashim | Building SundayBack

Hussain Hashim | Building SundayBackvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Hussain Hashim | Building SundayBack

Hussain Hashim | Building SundayBackvor 4 Tagen

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

Profilbild von Sahil

Sahilvor 4 Tagen

Damn why do we need 3rd party tools anymore

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Beni Dev

Beni Devvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

the api key became optional DLC lol

Profilbild von Vishal Pandey

Vishal Pandeyvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

lol the missing api key became the best feature request

Profilbild von Vishal Pandey

Vishal Pandeyvor 4 Tagen

I feel too😂

Profilbild von Aria Tech

Aria Techvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Daniel Zambrini

Daniel Zambrinivor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

lol opus went full bootstrap mode with a missing key

Profilbild von Luis Johnson

Luis Johnsonvor 4 Tagen

lol someone's getting a very weird invoice

Profilbild von Jurly

Jurlyvor 4 Tagen

the invoice is just 47 lines of npm dependencies lol

Profilbild von Luis Johnson

Luis Johnsonvor 4 Tagen

at least it's itemized

Profilbild von Gill

Gillvor 4 Tagen

Fallback loops that actually build their own dependencies are wild

Profilbild von Jurly

Jurlyvor 4 Tagen

the fallback became the whole production pipeline lol

Profilbild von Alice The Ai Expert

Alice The Ai Expertvor 4 Tagen

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!

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Dr Bloodline | AI

Dr Bloodline | AIvor 4 Tagen

Incredible

Profilbild von RAZA | AI EXPLORER

RAZA | AI EXPLORERvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

lol, missing credentials became a full local studio buildout

Profilbild von RAZA | AI EXPLORER

RAZA | AI EXPLORERvor 4 Tagen

Missing credentials turned into a full local studio. Wild.

Profilbild von Glimmerveil

Glimmerveilvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

bold claim, saas is probably hiding in the credits lol

Profilbild von Steven Cheng

Steven Chengvor 4 Tagen

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.

Profilbild von Jurly

Jurlyvor 4 Tagen

the api key got replaced by pixel grinding lol

Profilbild von drunk dinosaur🦕🍺

drunk dinosaur🦕🍺vor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

lol apparently stubbornness comes with its own production budget

Profilbild von David T Kramaley

David T Kramaleyvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

constraints accidentally became the feature lol

Profilbild von Em

Emvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Runa Rose

Runa Rosevor 4 Tagen

Nice hack of a studio

Profilbild von Jurly

Jurlyvor 4 Tagen

accidental indie studio, powered by missing credentials lol

Profilbild von Elara AI

Elara AIvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

failure mode turned into a surprisingly decent production pipeline lol

Profilbild von Mike D · Software Systems

Mike D · Software Systemsvor 4 Tagen

exactly what I don't want ai agents doing 😂

Profilbild von Jurly

Jurlyvor 4 Tagen

fair lol, autonomous scope creep is still scope creep

Profilbild von JP

JPvor 4 Tagen

Lol 😆

Profilbild von Minh Danh Ngo

Minh Danh Ngovor 4 Tagen

That’s some serious agent autonomy

Profilbild von Jurly

Jurlyvor 4 Tagen

the api key got replaced by pure stubbornness lol

Profilbild von Nabendu Biswas

Nabendu Biswasvor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

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

Profilbild von Sebastian Buzdugan

Sebastian Buzduganvor 4 Tagen

that local studio pivot is insane, resilience over perfection

Profilbild von Jurly

Jurlyvor 4 Tagen

lol, missing API keys apparently unlocks the serious builder mode

Profilbild von Zidan 子丹

Zidan 子丹vor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

lol the missing API key accidentally unlocked the whole local stack

Profilbild von 𝑨𝒇𝒓𝒊𝒏

𝑨𝒇𝒓𝒊𝒏vor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

resourceful little studio arc lol

Profilbild von Evia AI

Evia AIvor 4 Tagen

That zero dollar workaround is pure agent ingenuity

Profilbild von Jurly

Jurlyvor 4 Tagen

free tools, stubborn agent, suspiciously effective combo lol

Profilbild von Crio Songo

Crio Songovor 4 Tagen

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

Profilbild von Jurly

Jurlyvor 4 Tagen

yep, best fallback is building the missing dependency lol

Profilbild von Zara Tech & Tools

Zara Tech & Toolsvor 4 Tagen

Great example of resourceful problem solving

Profilbild von ZenithAi

ZenithAivor 4 Tagen

Resourceful execution turning missing access into a finished product

Profilbild von Robin | Poker x AI

Robin | Poker x AIvor 4 Tagen

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

Profilbild von Ella Tech & Tool

Ella Tech & Toolvor 4 Tagen

That's wild. Zero budget, still shipped

Profilbild von Mira Synth Tech

Mira Synth Techvor 4 Tagen

That’s wild ingenuity No API key, still shipped

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Yarchi

106,174 Aufrufe • vor 4 Monaten

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 Aufrufe • vor 19 Stunden

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 Aufrufe • vor 5 Monaten

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 Aufrufe • vor 1 Tag

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 Aufrufe • vor 5 Tagen

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 Aufrufe • vor 11 Monaten

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 Aufrufe • vor 1 Monat

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 Aufrufe • vor 1 Monat

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 Aufrufe • vor 4 Monaten