The foundational principle for reliable automation is standardization before implementation. You cannot automate a process you cannot define or execute manually. The first step is creating explicit Standard Operating Procedures (SOPs)—written instructions, flowcharts, or diagrams—that capture every discrete step of the workflow. This forces clarity, removes ambiguity, and serves as the blueprint for the automation logic. Critically, one must perform the task manually at least once or twice to develop a deep, practical understanding of edge cases, dependencies, and the exact sequence of operations. Automation should then be approached iteratively: identify the most repetitive or painful sub-task, automate that single component, verify reliability, and progressively chain additional steps. The creator illustrates this with a video editing pipeline that began as manual work in Audacity and Filmora, was fully understood through repetition, and was then automated piecewise via shell scripts until the entire pipeline ran autonomously. Conversely, thumbnail generation remains manual because the creative process lacks a standardized, repeatable procedure, proving that automation fails where process definition is absent.
Key Takeaways
Write the SOP first: Document the complete workflow in writing (checklists, flowcharts, diagrams) before writing a single line of automation code; if it isn't written down, it isn't standardized.
Manual competence is a prerequisite: Execute the task manually 1–2 times to internalize every step, decision point, and failure mode; you cannot reliably instruct a machine to do what you cannot do yourself.
Automate atomically, not monolithically: Break the pipeline into the smallest possible discrete tasks (e.g., audio noise reduction → silence removal → color correction) and automate them one by one, validating each before chaining the next.
Use 'pain-driven' prioritization: Target the most tedious, error-prone, or time-consuming manual step first for immediate ROI and momentum.
Ambiguity blocks automation: If a task relies on 'creative intuition' or implicit knowledge (e.g., unique thumbnail design per video), it cannot be automated until that intuition is codified into explicit, repeatable rules.
Treat SOPs as living documentation: Update the written procedure every time the manual process changes; the automation is only as current as the SOP driving it.
Description
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Hey all, starting a new mini-series on my channel. Automation Tips.
I've been building a lot of automations recently, both for myself and for other business owners. Unlike 99% of automations you see going viral on Twitter and IG that barely work beyond a demo, my automations are fast, reliable, and cheap. They don't cost $50k in LLM tokens because I know how to write efficient automations. They run fast. They have maximum deterministic capabilities so they're as reliable as possible.
I've learned a lot after building these automations, and I'm gonna be sharing all of that in these mini tips.
Hope that helps y'all in your own automation projects.
Make sure you SUBSCRIBE so you don't miss any part of this series, and leave a like (it helps a ton! Especially for small channels like mine lmao)
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Transcript
Auto-generated transcript
standardized before automating now this is going to be a video series where i'm going to be sharing some really basic but really really powerful automation tips that you can implement in your ai workflows and agents and they're going to make them a heck of a lot more reliable so to kick things off the first tip i want to talk about is to standardize the task before you try to automate it all right this is really simple just all you have to do is just have written instructions and SOPs. SOPs just means standard operating procedures for the task that you're trying to automate. Because the thing is, if you don't know, like if you can't figure out the entire process, then you won't be able to automate it. And if you can't do it manually first, you absolutely will not be able to automate it. So the very first thing you do before you try to automate any task at all, doesn't matter what it is, is you flesh out the entire process with like a diagram or some flow chart or something or whatever it is and figure out exactly what steps need to be executed to perform this whole automation smoothly and reliably Have some sort of like instruction list for the entire automation in writing. Don't just have it in your head because you're going to forget about it and it's going to be vague. So have it in writing and then proceed to trying to automate this task. And another even more important tip, always do the task manually at least once or twice so you understand the entire process completely and deeply before you try to automate the entire thing. If you can't do it manually, you are not going to be able to do it automatically, all right? You're going to run into a lot of issues. So just do it manually first and then try to automate it. Now, let me show you some examples so you understand this whole thing even better. So we're back in my automated video editor code base over here. And let me just explain to you how I actually automated this whole thing, right? I was already doing all of these tasks manually, right? I was doing the audio processing the noise reduction everything in Audacity I had Filmora as my video editor and I was using that to do all the other stuff I need to do like cut out the bad takes trim out the silent bits etc etc I was already doing all of these things manually by hand for dozens of videos So I already had a very deep understanding of every single thing that goes into this whole video processing and editing pipeline. I already knew exactly what to do. And so when it came to automate things, it was easy for me. like I knew exactly what needed to be done and I was able to just automate every single tiny task in the entire pipeline until the entire pipeline was completely automated and now I don't edit videos at all like it all happens automatically but it didn't start out this way I just took it one step at a time right like the very first thing I did was automate the entire audio processing with a bunch of shell scripts over here and then I just kept adding to that right as soon as I figured out what next task I could automate with this. I just kept adding it to this pipeline. And before you know it, the whole thing just became so useful, right? Because everything gets done automatically for me now Another example that I can show you is thumbnail creation Now there many creators out there that have completely automated the thumbnail creation of their videos and all their other content, right? And that's because they have a very clear process that they follow for every single thumbnail, and they're able to express that properly in these prompts, and they're able to generate thumbnails automatically. I can't do that yet. I have to like manually put in a ton of effort into my prompts. But that's because most of my videos have really unique thumbnails. And more importantly, I don't have a clear process for generating these right now. So I can't do this. And it just goes to show you, right? Unless you have a clear process, unless you know exactly what you're doing, you're going to have a lot of trouble automating things. So always, before you try to automate the task, standardize it, figure out the entire process flesh it out and once you understand it fully and to understand it fully do it manually once or twice at least so that you can clearly see all of the steps involved and then try to automate it
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