Uploaded February 2026 | Updated September 2026, 17 hours ago
A software engineer shares how AI addiction led to building a fully automated YouTube workflow, with a focus on integrating multimedia APIs into real applications. Rather than clicking through UIs like a "normie," he built a custom CLI that handles everything from brainstorming to publishing to dubbing videos into other languages—all through API calls.
The video dives deep into ElevenLabs as a case study for audio and video APIs, demonstrating how dubbing that would normally require dozens of manual steps can be reduced to a single command. Beyond content creation, the discussion explores practical applications for DevOps and SRE engineers: localizing documentation, generating voice alerts for incidents, auto-narrating demos, and more. The honest review covers both the impressive API quality and voice output alongside real frustrations like slow support, broken YouTube URL dubbing, and concerning terms of service around voice data rights. For engineers looking to add multimedia capabilities to their workflows, this offers a practical, code-first perspective on what works and what to watch out for.
#AI #SoftwareEngineering #ElevenLabs
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
➡ Transcript and commands: https://devopstoolkit.live/ai/elevenlabs-api-review-a-developers-brutally-honest-take
➡ DevOps AI Toolkit en Español: youtube.com/@DevOpsAIToolkitSpain
🔗 ElevenLabs: elevenlabs.io
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 Dubbing with AI (ElevenLabs)
01:45 ElevenLabs API for Developers
08:04 Is ElevenLabs Worth It?
A software engineer shares how AI addiction led to building a fully automated YouTube workflow, with a focus on integrating multimedia APIs into real applications. Rather than clicking through UIs like a "normie," he built a custom CLI that handles everything from brainstorming to publishing to dubbing videos into other languages—all through API calls.
The video dives deep into ElevenLabs as a case study for audio and video APIs, demonstrating how dubbing that would normally require dozens of manual steps can be reduced to a single command. Beyond content creation, the discussion explores practical applications for DevOps and SRE engineers: localizing documentation, generating voice alerts for incidents, auto-narrating demos, and more. The honest review covers both the impressive API quality and voice output alongside real frustrations like slow support, broken YouTube URL dubbing, and concerning terms of service around voice data rights. For engineers looking to add multimedia capabilities to their workflows, this offers a practical, code-first perspective on what works and what to watch out for.
#AI #SoftwareEngineering #ElevenLabs
Consider joining the channel: youtube.com/c/devopstoolkit/join
▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬
➡ Transcript and commands: https://devopstoolkit.live/ai/elevenlabs-api-review-a-developers-brutally-honest-take
➡ DevOps AI Toolkit en Español: youtube.com/@DevOpsAIToolkitSpain
🔗 ElevenLabs: elevenlabs.io
▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬
If you are interested in sponsoring this channel, please visit https://devopstoolkit.live/sponsor for more information. Alternatively, feel free to contact me over Twitter or LinkedIn (see below).
▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬
➡ BlueSky: https://vfarcic.bsky.social
➡ LinkedIn: linkedin.com/in/viktorfarcic
▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬
🎤 Podcast: devopsparadox.com
💬 Live streams: youtube.com/c/DevOpsParadox
▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬
00:00 Dubbing with AI (ElevenLabs)
01:45 ElevenLabs API for Developers
08:04 Is ElevenLabs Worth It?
