Joined June 2024
33 Photos and videos
I build custom automations for businesses. If your business is stuck doing manual work, DM me.
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ChatGPT is terrible at writing code. Use Claude.
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I just spent 4 hours working on a single @airtable script... Imagine.
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I spent the most of the day today ironing out a single edge-case for a new app I am working on... Hope it's worth it in the end!
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I enjoy building way more than talking about building. Trying to get better at sharing the process.
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Looking to connect with more developers. If you’re building a SaaS, tool, or side project: Reply or DM and I’ll follow you back.
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Quietly working on my first solo full-stack SaaS. Still early, still rough, but I’m building it properly this time. Will share more once it’s worth sharing.
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Haven’t posted on X in a while. Going to start sharing the automations I’m building and what I’m learning.
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My followers dropped so much this week.... I wonder why🤔
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James Graham | Automation Developer retweeted
I agree.
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James Graham | Automation Developer retweeted
My kink is being left in peace and quiet.
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Honesty is the best policy💯
Truth is the ultimate trump card.
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James Graham | Automation Developer retweeted
We've got Smartphones, smart meters why can't we have smart MPs?
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Im natively British and I hate baked beans… and tea… disgusting, both of them. Don’t know how you all eat that shit.
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Who sits and thinks “Hmm.. what can I do to show some billionaires I disagree with them? I KNOW! DANCING!!!” Retards.
Argentinian leftists express their anger towards Elon Musk, Donald Trump, Javier Milei What the hell did I just watch?
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James Graham | Automation Developer retweeted
Stop making this automation mistake! If you’re using AI in your workflows, don’t try to make your model complete all tasks using a single prompt Instead, adopt an agentic approach: • Break your workflow into smaller, manageable steps. • Assign one model to one specific task. Why? • It improves accuracy. • It’s easier to debug and scale. • It can save costs—simpler tasks don’t need expensive models! ==========EXAMPLE:=========== Let’s say you’re automating email handling. 🚫 Don’t: Ask the AI in one prompt to: 1. Classify the email topic 2. Decide if it needs a response 3. Generate the response Instead: Do this: 1️⃣ Step 1: Use Model A to classify the email by category (e.g., sales, support, spam). 2️⃣ Step 2: Use Model B to decide if a response is required (Yes/No) (use a cheaper model). 3️⃣ Step 3: If Yes, use Model C (a more advanced model) to draft the response. This will make it much easier for AI to complete each task and for you to debug later! Your automations will thank you later!
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Been a while since I made an actual post so here’s some updates from me: - The custom interface for my social media generation system is in progress, excited to share more about that soon! - I bought my first domain: AutomatedPanda(dot)com (website not developed yet) - I started building my first newsletter, which will be running soon @ automatedpanda.beehiiv.com ^ you should definitely subscribe if you’re interested in AI & Automation😉

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James Graham | Automation Developer retweeted
if your boyfriend uses tiktok, you have a girlfriend.
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James Graham | Automation Developer retweeted
Replying to @elonmusk
Makes ya wonder.
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