u/Alexbriks

#30DaysOfAgenticAI

A single AI agent is impressive until it isn't.

You ask it to do something complex, it either hallucinates, gets stuck, or gives you a half-baked answer.

The fix isn't a smarter agent. It's an orchestrator.

I've been spending a lot of time lately thinking about multi-agent systems and the orchestrator is honestly the unsung hero. It doesn't write the code, research the topic, or draft the email — it just makes sure the right agent does the right thing at the right time.

Kind of like a good manager, actually. The best ones aren't doing everything themselves. They're just making sure the team doesn't fall apart.

Still early days for this stuff but teams that get orchestration right are going to move very differently from those still prompt-engineering a single chatbot.

Anyone else going deep on this? What are you.

And honestly? Yesterday broke me a little. 😮‍💨

I was building an automation — something that should've worked in theory. The agent had to pick up a task, make a decision, and trigger the next step on its own. Classic agentic loop.

But it kept failing. Silently. No clear error. Just... wrong output every single time.

I checked the prompt. Fixed it.
Checked the tool call. Fixed it.
Checked the workflow logic. Fixed it.
Still broken.

At some point around 1 AM, I genuinely thought — maybe I'm just not cut out for this.

But I didn't close the laptop.

I went back to the basics. Broke the entire agent flow into individual steps. Tested each node in isolation. And that's when I found it the context I was passing between steps was getting dropped. The agent wasn't "forgetting" I was never giving it the memory to begin with.

One fix. That's all it took.
And at 4 AM, the automation ran end to end. Perfectly.

I just sat there staring at the screen for a moment. No celebration. Just quiet relief and the weird joy of something finally working after hours of it not.

What I actually learned last night wasn't just about agents —

It was that debugging is the real learning. Anyone can follow a tutorial when things work. The actual skill is staying in the room when they don't.

Day 5 done. Running on chai and curiosity. ☕

#30daysofAgenticAi

Most people use AI as one big word. But there are real differences worth knowing:

An LLM (Large Language Model) is the engine. It's trained on massive amounts of text and learns to predict language that's what powers ChatGPT, Claude, Gemini.

A model is a specific version of that engine. GPT 4o, Claude Sonnet, Llama 3 each is a different model with different strengths, sizes, and costs.

Generative AI uses these models to create text, images, code. You prompt it, it responds.

Agentic AI goes further. It doesn't just respond -it acts. It can browse, write code, make decisions, and complete multi-step tasks on its own.

Simple way I think about it:

Generative AI answers your question.

Agentic AI completes your task.

I dont know # works here or not i just use it for better reach.

#GenerativeAI #AgenticAI #LLM #LearningInPublic #AI #Agents

Quick context — I'm a student. No business background, no technical degree, no safety net. Just someone who got genuinely obsessed with AI automation and decided that's enough of a reason to start.

The goal is simple: build my own agency that helps founders automate the repetitive backend of their business. The stuff that steals their day — lead follow-ups, client onboarding, reporting, workflows. I want to build systems that handle all of it so they don't have to.

That's the vision. Now back to reality.

I've been "about to start" for four months. Bookmarked courses. Saved threads. Told myself I'd begin once things settled down.

Things never settled down. Shocker.

So today I just opened the laptop and started. Messy, uncertain, slightly terrified. No perfect plan. Just a real fear that if I keep waiting to feel ready, ready never comes.

Today looked like 2 hours of research, 14 open tabs, understanding maybe 30% of it, and writing down the 3 things that actually clicked.

Not glamorous. But it's more than yesterday.

Posting this publicly because I know myself — if it stays in my head I'll quietly quit and no one will notice. This way at least the internet knows.

If you're also starting from zero right now, reply below. Would be good to not do this alone.

Day 1. Updates coming. Let's see where this goes.