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Owned by Alex

AI Code that Works

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Build the app you've been thinking about — with AI, without writing a line of code. For anyone starting from zero, or stuck trying to make AI work.

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6 contributions to AI Automation Society
Help me to understand...
Help me to understand the use of different AI for business. When do you find it useful to use code? HOW are you utilizing agents?
6 likes • 6d
Great question. The way I think about it: Use normal automation when the workflow is predictable. Use code when you need something custom, repeatable, connected to APIs, or reliable enough to run without babysitting. Use agents when the task needs judgment — summarizing, researching, classifying, drafting, deciding what should happen next, or routing work to the right place. For business, I think the best use is not “AI does everything.” It is: AI handles the messy thinking step. Automation handles the repeatable workflow. Humans stay in the loop where judgment matters. What kind of business workflow are you trying to improve first?
0 likes • 6d
@John Fortes That makes sense — real estate is actually a great use case because so much of the work is repeatable but still needs judgment. I’m using AI mostly as an operations layer: content planning, workflow mapping, drafting follow-ups, organizing ideas, building internal tools, and helping turn messy processes into something more repeatable. For real estate, I’d probably think in 3 buckets: 1. Lead follow-up 2. Admin / transaction tasks 3. Client education and content I wouldn’t try to build one giant agent first. I’d pick one daily task that eats time and make that smoother. For you, is the biggest time drain lead follow-up, paperwork, client communication, listing content, or keeping your CRM organized?
What makes an AI automation actually client-ready?
I’m curious how people here think about this. I’m seeing a lot of automations that look impressive in a demo, but the real test is whether they hold up once they’re inside a business. To me, “client-ready” means it can survive the real world — messy inputs, missed steps, edge cases, handoffs, failures, and actual business pressure. The AI part may be the flashy piece, but the boring parts are usually what make it valuable. Curious how everyone here thinks about this: Before you hand an automation to a client, what is your biggest non-negotiable? Vote below — and if your answer is “it depends,” comment with what you always check before calling an automation ready.
Poll
10 members have voted
1 like • 6d
I’ll go first: my non-negotiable is the failure path. If the automation breaks and nobody knows what happened, who owns it, or what to do next, it is not ready yet.
(Completed) GHL AI Agent MCP + Composio + Instantly Connection Issue — Need Help
Hey everyone, I am trying to connect GHL to Instantly through Composio via MCP so my GHL AI Agent can monitor lead engagement from my Instantly cold email campaigns. The goal is to have the AI Agent automatically detect signals like when a lead opens an email 3 or more times or replies and then take action inside GHL accordingly. Here is my issue: When I connect the Composio MCP server inside the GHL AI Agent Studio only the Composio tools show up. The Instantly tools and connections are not appearing even though Instantly is fully connected inside Composio. What I have already tried: Confirmed Instantly is connected and enabled inside Composio with status showing Active. Uninstalled and reinstalled the Instantly connection inside Composio multiple times. The Composio MCP URL I am using is: https://connect.composio.dev/mcp Has anyone successfully connected Instantly through Composio MCP to the GHL AI Agent and gotten the Instantly tools to show up? Any help is appreciated. Thank you.
3 likes • 6d
A couple things jump out. Your MCP connection itself looks like it is working because GHL is discovering Composio tools. The problem looks more like tool routing / scoping, not authentication. Right now GHL is seeing the generic Composio tool layer: search tools, manage connections, execute tool, wait for connections, etc. That may be why Instantly-specific tools are not showing as standalone tools. I’d check two things: 1. In Composio, confirm the Instantly connection is active for the same user/session your MCP URL is using. 2. If you want GHL to see Instantly tools directly, try creating an Instantly-scoped MCP/tool router session instead of the general Composio MCP connection. Otherwise, you may need to have the agent use the Composio search/execute tools to find and run Instantly actions dynamically. That said, for this use case, I probably would not make the AI agent “monitor” engagement. For opens/replies, I’d use Instantly webhooks as the trigger, then update GHL through a workflow/API step. Use the AI only where judgment is needed — for example, classifying a reply as interested, not interested, out of office, wrong person, etc. So the cleaner architecture is probably: Instantly event/webhook → GHL workflow/API → update contact/opportunity/tag → optional AI classification for reply content. Counting “opened 3 times” is deterministic. Reply intent is where the AI agent becomes useful. Also FYI - I’d rotate the key because it is visible in the screenshot. That key functions like a password for the MCP connection, so if it was shared publicly or with anyone who should not have access, someone could potentially use it to connect through that MCP setup. Safer move is to revoke it, generate a new one, update the GHL MCP connection, and test again.
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. 😊
6 likes • 6d
Hey everyone, I’m Alex, based in Texas. I’m a founder/operator working pretty deeply in AI-assisted building and automation. My main goal right now is to turn the “AI can do anything” hype into real business systems that actually hold up — content workflows, internal tools, automations, and software processes that are useful after the demo. For fun, I’m usually with my family, watching sports, or testing some new AI tool and accidentally turning it into a project.
Things you should know about AI
Angle 4 is here — and this one is for anyone who's been using AI daily but still feels like results are inconsistent. I found 6 tricks I was completely missing. None of them take more than 30 seconds to learn. All of them made an immediate difference. Here's a quick run through: 1. FEW-SHOT EXAMPLES — Don't describe the style you want. Paste 2-3 examples and say "match this exactly." AI reverse-engineers the pattern. 2. NEGATIVE CONSTRAINTS — Tell AI what NOT to do. "Avoid game-changer, leverage, and any opener about the pace of change." Saves you 15 minutes of editing every single time. 3. CHAIN YOUR PROMPTS — Big task? Break it into steps. One prompt per step. Review in between. Quality stays high throughout instead of getting shallow. 4. SHOW DON'T TELL — Want AI to write in your voice? Don't describe it — paste something you wrote and say "match my voice exactly." Works better than any description. 5. THE MEMORY HACK — AI has zero memory between chats. Start every important chat with a 3-line context block about who you are. Copy-paste it. 10 seconds. Everything changes. 6. ITERATE SMART — When output isn't right, change ONE thing. Not the whole prompt. Just one variable. You learn what works. You improve faster. Full guide with copy-paste templates for each one is needed? Let me know if you need them? Try the Memory Hack today — it's the easiest one to start with and the results are immediate. Which of these were you missing? Drop below 👇
Poll
25 members have voted
2 likes • 6d
Thanks for sharing!
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Alex Brockway
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37points to level up
@alex-brockway-3110
AI Code That Works

Active 10h ago
Joined May 23, 2026
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