I gave an AI coding agent a real project and one simple outcome: Understand the project, research similar memory-agent projects, and turn the findings into a Word document. No step-by-step instructions. I wanted to see if Qoder could actually handle the work.

My task was basically: Go through this project → understand what’s there → research similar memory-agent projects → put the findings into a Word document. I selected the workspace, chose General, gave it the task, and let it run.

Then I could actually watch it work. Qoder started reading the project, inspecting files, researching information, and working through the steps needed to complete the task. That was the part I wanted to test: Can I hand it an outcome instead of doing every step myself?

What I liked most was seeing the task move from: Plan → Execution → Actual deliverable It wasn't just generating an answer in the chat. It was working through the project and producing the Word document I asked for.

And that’s probably the most interesting way to think about Qoder: You give it the goal. It reads the context, figures out the steps, uses the available tools, and works toward the result while you can still watch, pause, or adjust it. That feels more like delegating work than prompting AI.

Qwen3.8-Flash is free through September 30 according to Qoder's current announcement. Go here first 👇 Use my code: XK66ZB Then download Qoder and sign in: You will get 600 Credits: 300 from the trial and 300 from my code I tested the workflow myself, and the video/screenshots above show exactly what I did.

I've burned so many runs on 'research then write it up' that turn into a mess of half notes. Curious what Qoder actually nailed vs what you still had to rewrite by hand.

That's a solid test. Letting it figure out the process on its own is the real measure.

This is one of those updates worth keeping an eye on.

That's awesome! It's really cool to see AI tackling these complex tasks head-on. Excited to see what Qoder does next.

Really impressive to see AI handle the research and deliver a complete document.

Sign up first using this link at before you download. You will get 600 Credits: 300 from the trial and 300 from my code. 8:12 PM

This is a fascinating experiment. I'm eager to see the results of Qoder's research and analysis on memory-agent projects. It's a great way to test its capabilities.

Giving it the goal without step-by-step instructions is interesting.

That's awesome sharing really appreciate

Looks like an powerful model.

@HarrisDecodes Curious, did you check how well it prioritized tasks? I found that's where some agents trip up, mixing trivial with critical stuff.

Amazing share

sound awesome

Excellent post! Thanks for sharing this valuable insight.

I’d probably compare its research notes against the final document

That's a cool experiment! Curious to see how Qoder did. Did it impress you with its understanding and research?

The Plan → Execution → Deliverable loop is the useful test. Curious how much of the Word doc needed a rewrite versus what shipped as-is.

So interesting share

Great share

Amazing shering

Impressive share

Awesome that

Great share

That's Brilliant

That’s an interesting way to look at it.

Awesome sharing

interesting test,the quality of the final document says a lot about the agent’s ability

Great share

Greet

Great

Excellent share

Really amazing share

That's a solid test for Qoder. Curious to see the results of that experiment.

this is how you find out what an agent can actually handle on its own