This is a submission for the Hermes Agent Challenge

Okay, so I got curious about this thing called Hermes Agent. I kept seeing it pop up on YouTube. Some people were hyping it, others were confused. I decided to just sit down and watch what creators are actually doing with it — not the polished ads, but the real stuff. Here's what I found.

First, What Even Is This Thing?

Honestly, when I first heard "Hermes Agent," I thought it was some fancy new AI app. But it's not really that. It's more like a toolkit — a set of building blocks that let you create AI "agents."

What's an agent? Think of it like a really smart assistant that can do stuff for you. It can search the web, read files, write code, and then put it all together to give you an answer. That's basically it.

What I Actually Did

I watched over 15 hours of videos from different creators:

• Some were livestreams (raw, unedited, people messing up in real time)
• Some were "build with me" videos where they documented their whole process
• I specifically looked for videos where things went wrong because that's where you actually learn

I skipped anything that looked too polished or had "revolutionary" in the title. I wanted the real deal.

How Is This Different From Other Tools?

Okay, so most AI frameworks work like this: they follow a strict step-by-step plan. Step 1, then Step 2, then Step 3. If one step breaks, the whole thing falls apart. It's like following a recipe exactly — miss one ingredient and your dish is ruined.

Hermes Agent feels different. It can do multiple things at the same time and adjust on the fly. If one part hits a problem, the other parts keep going and work around it.

Example from a video I watched:

A creator asked it to: book a flight, check visa requirements, look up weather, and add to calendar.

A normal tool would do this one by one. Slow and boring.

Hermes did this:

• Checked visa and weather at the same time (because they're independent)
• Kept searching for flights
• Used the weather info to suggest what to pack
• Put everything together in one answer

The creator didn't even tell it to do visa and weather together. It just figured that out itself.

"I didn't tell it to check weather and visa at the same time. It just... did."
— A YouTuber said this in their video, and I had to pause because that's actually cool

The Memory Thing Actually Works

Here's a test from another video. After using it for 3 days and 50+ back-and-forths, the creator asked: "What did we decide about that transformer paper from Tuesday?"

And it remembered:

• Which exact paper it was
• What the creator didn't like about it
• The follow-up questions they had
• That they decided to compare it with something called Mamba architecture

Other tools just save your chat history like a big text file. Hermes seems to actually understand and remember what's important, like a human would.

"Other frameworks feel like they have short-term memory loss. Hermes actually remembers and uses that memory to make better choices."

Setting It Up Is... Annoying (But Fixable)

Okay, real talk. I watched people struggle with setup. Here are the main headaches:

Problem 1: It works differently than normal code

Hermes runs things in "async" mode — meaning multiple things can happen at once. But if you're used to normal Python where things go one by one, this will confuse you.

The fix:

# This will break or hang
result = agent.run(task)

# Do this instead
result = await agent.execute(task)

Problem 2: Tool setup is picky

If you define a tool wrong, it fails silently and gives you a weird error later. You have to make sure your parameter names match exactly.

Problem 3: Config files are messy

Hermes looks for settings in multiple places — environment variables, then a file called hermes.yaml, then another file. If you have different settings in different places, it gets confused.

What actually worked (from a video where someone figured it out):

# This Dockerfile actually works
FROM python:3.11-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY hermes.yaml .env ./
ENV HERMES_CONFIG_PATH=/app/hermes.yaml
COPY src/ ./src/
CMD ["python", "-m", "src.main"]

What Are People Actually Building With This?

Money Talk: Is It Expensive?

Why cheaper? It doesn't overthink. It only plans deeply when it needs to. Other tools plan a lot even for simple stuff.

What Nobody Showed In Videos

• Running 50+ agents together? Nobody did this. Most stopped at 4-5.
• How to monitor it in production? Not covered.
• What if it talks to a sketchy API? Security stuff — not discussed.
• Can you train it for your specific work? Didn't see anyone try this.

My Setup Right Now

This is what I'm actually using, based on what I learned:

from hermes import Agent, PlannerConfig, MemoryConfig

agent = Agent(
    goal="My coding helper that remembers our previous chats",
    planner_config=PlannerConfig(
        max_parallel_tools=3,
        planning_depth="adaptive"
    ),
    memory_config=MemoryConfig(
        type="tiered",
        episodic={"retention_days": 14},
        semantic={"knowledge_graph": True}
    ),
    tools=[search_web, read_file, write_file, execute_code]
)

How fast is it?

• One task: ~1.2 seconds
• Three tasks together: ~2.8 seconds
• Remembering old stuff: ~0.4 seconds

My Honest Take

Hermes Agent is like having a smart team that works together instead of one person doing everything step by step.

What's good:

• Fast (does multiple things together)
• Smart (figures things out on its own)
• Remembers stuff properly
• Doesn't break when one part fails

What's annoying:

• Setup can be tricky
• Smaller community (not as many people using it)
• Documentation could be better

But if you want an AI that thinks about how to do the work, not just follows instructions blindly, it's worth trying.

Tell Me Your Experience

Have you tried Hermes Agent? Did you run into the same setup problems? What are you building with it?

Drop a comment — I want to learn from you too. If there's a video I missed that I should watch, let me know!

Tags: #HermesAgent #AI #DeveloperTools #Programming