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8 contributions to AI Automation Society
🚀New Video: How I Make Opus Think Like Fable (5 easy steps)
Fable 5 is going back behind subscriptions at some point, so I've been focused on keeping its process instead of its intelligence. In this video I walk through how to extract the way Fable works into a skill that makes Opus 4.8 feel elevated, how to actually use effort levels, and how to set up a simple model routing table so cheaper models handle the work they're capable of.
2 likes • 6h
Very timely topic, can’t wait to dig in 🍿
Last Day Of Fable, Next Steps?
The door will be closing soon on using Fable in your Claude plan usage. Curious what everyone is planning from here? - Switch back to Opus 4.8? - Dig into API credits and selectively use it? - Patiently hope that OpenAI will release 5.6 Sol soon? For myself I should be good going back to Opus for the most part. Fable has been great for long running tasks and planning, but I can make do until it is subsidized again.
Last Day Of Fable, Next Steps?
Need some Advice.
I'd love some honest career advice from people who've been through this. Over the past few months, I've realized that I genuinely enjoy software engineering much more than AI. I originally leaned heavily into AI because it seemed like the direction everyone was moving toward. But trying to keep up with the constant pace of new models, tools, and frameworks started to feel exhausting. Instead of being excited, I often felt like I was always behind. When I sit down and write code, though, it's completely different. I genuinely enjoy building things, solving problems, and improving my programming skills. It doesn't feel forced, it feels natural. So now I'm considering making software engineering my primary focus instead of trying to build an identity around AI. For those who have experience in the industry: - Is it a mistake to pivot away from AI right now? - Would you reposition your LinkedIn and personal brand around software engineering? - Can someone still have a great career focusing primarily on software engineering while using AI as just another tool? I'd really appreciate your perspectives because I'm trying to build a career around what I actually enjoy rather than what's currently trending.
0 likes • 13h
If you’re getting into software engineering, you should definitely be leaning into AI as that will now be a part of every tech stack. I would figure out what you enjoy most (full stack app development/automation/machine learning ect), then find 1-2 youtube channels showing how AI is fitting into those workflows.
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
5 likes • 17h
Hey everyone, Adam here from NY. Looking to stay up to date with the latest and greatest in making your organization agentic. Came here from Nate’s second brain videos.
How did you find your first automation niche?
Personally, I'm starting local—restaurants, real estate agencies, tradespeople around me. Small market, real problems, fast feedback. Once it works, you scale. How did you start? Straight into a specific market or did you test multiple niches before finding the right one?
1 like • 17h
Start with your own network, anyone in business for themselves, offer to do a small scoped project for free in exchange for a testimonial. Once you knock it out of the park ask them if they have any friends as awesome as them who might want something similar. Then your cold outreach becomes warmer: “Hey, X said we should connect. I recently helped them achieve Y using Z…” so on and so forth.
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@adam-martocello-4623
Automation/AI Consultant | Runner

Active 6h ago
Joined Nov 30, 2025
New York
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