𝗕𝗲𝘆𝗼𝗻𝗱 𝗧𝗵𝗲 𝗧𝗲𝘅𝘁 𝗕𝗼𝘅

𝗕𝗲𝘆𝗼𝗻𝗱 𝗧𝗵𝗲 𝗧𝗲𝘅𝘁 𝗕𝗼𝘅

Text AI is full. You know how to call APIs. You know RAG. These problems are solved.

We are at the start of Generative Multimedia. Sora, Suno, ElevenLabs, and Runway are more than tech demos. Users no longer want summaries. Users want video presentations and audio guides.

What is your role when output moves from text to gigabytes of data? You must move from prompt engineer to systems architect.

The Request-Response Cycle is Dead Video generation takes time. Do not keep a request open for minutes.

• Use a queue like RabbitMQ or Redis.
• Use worker services to handle tasks.
• Store assets in S3.
• Use WebSockets to notify users.

Infrastructure Problems Large files increase costs.

• Set expiration dates for files.
• Use FFmpeg to optimize formats.
• Use CDNs for global speed.

UX Challenges Stop using spinners.

• Show progress steps.
• Use browser media APIs.

Managing Chaos AI output is random.

• Use speech-to-text to check audio.
• Use computer vision to scan video.

The Bottom Line Do not train models from scratch. Build reliable systems around raw technology. Build the pipeline.

Source: https://dev.to/the_nortern_dev/beyond-the-text-box-the-developers-role-in-the-era-of-generative-audio-and-video-3m5j