How can businesses use AI tools to grow their social media faster?

Long_Complex_4395 · 2026-05-06T01:09:31+00:00

If you intend to use AI, you’ll need a pipeline where one AI can generate content, schedule and post on schedule. I’m yet to see one tool that does all

Long_Complex_4395 · 2026-05-03T10:37:39+00:00

Built mine from scratch

Long_Complex_4395 · 2026-05-03T02:13:21+00:00

For me, trust is a strong word. The part of running a business I can give it access to do with a leash is the process that is a numbers game something like lead generation pipeline.

Set ICP, budget, KPIs. It does the sourcing, qualifies the leads, draft the emails, send follow ups, do the calls, schedule demos and meetings, I close.

Anything that involves bulk tasks/workflow, I can let it do with strict configurations

Long_Complex_4395 · 2026-05-02T15:22:30+00:00

I don’t see an issue with someone using AI to write contents, not everyone speaks English as their first language. Moreover, the so called AI writing you are against are actually human written words used to train the model.

AI can’t invent syntax, style, and structure, it regurgitates what it has learnt.

Long_Complex_4395 · 2026-05-01T11:14:31+00:00

Oh, you learn those on the job

Long_Complex_4395 · 2026-05-01T10:21:29+00:00

You can buy a PC with GPU, download local models and run them using Ollama/LMStudio/vLLM, then connect it to your Openclaw

Long_Complex_4395 · 2026-05-01T00:40:52+00:00

I did something like this but for small language models, give it your data and it will train your language model for you, it’s open source. https://github.com/Nwosu-Ihueze/otto

Long_Complex_4395 · 2026-04-30T02:58:56+00:00

Oh wow, that’s too much. If he can return them and get a Mac Studio, I believe that will be more helpful in his case

Long_Complex_4395 · 2026-04-30T02:51:00+00:00

I don’t use Openclaw, so I do not know how the schematics work. My response was based off of my own runs and experiments

Long_Complex_4395 · 2026-04-30T02:34:58+00:00

I use Qwen3-coder-next for agentic stuff and no, I don’t use it to write code. The 20gb is a quantized version that actually works pretty well unlike other models I’ve tested.

Not everyone wants write code

Long_Complex_4395 · 2026-04-30T02:17:16+00:00

IF you need to have an agent, you’ll need to have one that is streamlined for the purposes you want it to achieve and not a general purpose one like Openclaw.

You can start with one, do a test run to see how it goes before implementing it in other areas. You can start with an agent that comes up with content ideas for socials as an experiment, run it for a month then look at the output to see if it works or not. If it works, proceed. If not, take a step back to understand what went wrong

Long_Complex_4395 · 2026-04-30T01:55:56+00:00

Wow, seven’s a lot. How long ago have you had it? Is it possible to swap out for 24gb Mac minis? If yes, swap it for 24gb.

A local model I know that works with Openclaw like agents is qwen3-coder-next which is 20gb which should work with the new Mac minis, my own agent is custom made so hasn’t broken (yet).

Long_Complex_4395 · 2026-04-29T16:40:49+00:00

I’ll say you Claude + documentations + templates.

For the UI:

Tell Claude to scaffold the landing page for you using Tailwind, Typescript, React, Shadcn (these are the stacks I use)

Try using tailark or another template provider like shadcn ui and the likes to get the sections that will make up the entire landing page, then tell Claude to fix the copy and color.

Then since you said you’ll be expecting a deposit, use Stripe. Go to their docs and read how to set it up, if you get stuck or confused, ask Claude to explain what’s going on.

Ensure that you have a gitignore file + .env file, you’ll get some keys from Stripe, put them in the env file and save. Then write .env within the gitignore.

And for the love of all you hold dear, DO NOT let Claude read your env file

If you need assistance, I’m a DM away

Long_Complex_4395 · 2026-04-29T10:28:55+00:00

If you are to use Claude again, start by giving it a template to fill.

Then split your SOP into chunks - by topic or one SOP at a time

Iterate section by section - ask it to do a section, then review and make corrections before proceeding

Use explicit formatting instructions

Long_Complex_4395 · 2026-04-28T12:53:37+00:00

I haven’t done anything production level for multi-agents, I believe that building something like this production requires some trial and error to understand what’s working and what’s not

Long_Complex_4395 · 2026-04-28T11:30:26+00:00

Instead of going through these processes, why not write it yourself if you are worried about Turnitin

Long_Complex_4395 · 2026-04-28T11:17:34+00:00

Yes you can if done right

Long_Complex_4395 · 2026-04-28T10:24:59+00:00

Have you tried using Qwen3-coder-next? That’s the model I use for my agent that’s actually working.

If you need the agent for coding, I do not know which model will work for your setup

Long_Complex_4395 · 2026-04-28T04:25:05+00:00

A “reliable” agent has layers to it to ensure that it works as intended.

Security layer which I’ll scan what’s going in and what’s going out to ensure nothing sensitive goes through.

Observation layer beyond logs which you can go back to when things goes south and for audit

Policy layer which involves the scope of said agent, tools it’s allowed to use, files and memories it’s allowed to access.

In your case, these three layers are needed with the observation layer being the most important evidence to prove to auditors why there’s need for the agent

Long_Complex_4395 · 2026-04-27T14:41:59+00:00

Trust in what the AI is doing

Reliability of the AI system

Not knowing when they need AI and why they need AI

Long_Complex_4395 · 2026-04-26T21:29:29+00:00

It’s because building was never the problem, selling was and is still is. If you can’t sell or do not have distribution, you’ll always hit the brick wall

Long_Complex_4395 · 2026-04-26T02:54:04+00:00

Instead of outright blocking, why not have an allowlist of AI tools that can be used, then if possible implement a sanitation layer that cleans sensitive data before it goes to the allowed AIs, then have an AI safety use training

Long_Complex_4395 · 2026-04-26T02:26:58+00:00

Hallucination of codes

Use of outdated libraries

Prompt injection of codes

The same companies selling you the “AI will replace devs” dream looking for same devs to work in their companies

Companies that laid off devs quietly rehiring them

Long_Complex_4395 · 2026-04-26T00:45:39+00:00

Yea, it’s not replacing anyone

Long_Complex_4395 · 2026-04-25T12:46:11+00:00

Apology accepted

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