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This is why you’re not using open models!

182,582 views • 3 months ago •via X (Twitter)

61 Comments

A. F. ♪'s profile picture
A. F. ♪3 months ago

Those eyes, the eyes of someone that has looked deep into code and the code looked back at him. Not even the abyss could believe the $1 GO plan.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Hahaha!! Eyes of someone who went out for a run after two months of dev work hhaha.

Abhimanyu Shekhawat's profile picture
Abhimanyu Shekhawat3 months ago

Understandable, I recently did some harness engineering to make Gemma 4B model at par with Frontier models for credit card spend analysis. What changed the game was adding proper rollback for long horizon performance. These are super powerful if harness is potent enough.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Aha tell me more

Abhimanyu Shekhawat's profile picture
Abhimanyu Shekhawat3 months ago

Working on a blog post to document this. Will send it across soon.

Abdulmuiz Adeyemo's profile picture
Abdulmuiz Adeyemo3 months ago

I've tried using DeepSeek in command code, I must say it's really the best

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Thanks for sharing. Excited to share what we’re cooking 🧑‍🍳

Muhammad Haseeb's profile picture
Muhammad Haseeb3 months ago

Yesterday, I tried using DeepSeek V4 Pro through Command Code, and it built a very complex feature in one go. It added almost everything, around 90% of the implementation. The only thing I noticed is that it still struggle to identify very complex edge cases on its own.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Goad to hear that. Complex edge case is a model capability problem bot the harness problem. When in doubt try Kimi K2.6.

justin's profile picture
justin3 months ago

Incredible work, Ahmad. Thank you 🫡

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Thannnk you!!

Vivek Chavan's profile picture
Vivek Chavan3 months ago

Already subscribed yesterday to go plan , will share feedback shortly . It will be good to have agent teams in command code to run parallel agents as i am building a complex app with lot of features

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Sub agents are there. Run /agent.

Osbert's profile picture
Osbert3 months ago

@CommandCodeAI Would this still be applicable if I use the command code API in Opencode, for example

Ahmad Awais's profile picture
Ahmad Awais3 months ago

@CommandCodeAI Not at all. API has none of this. I recommend you use Command Code to get all this. We need to control the agent loop to help.

Osbert's profile picture
Osbert3 months ago

@CommandCodeAI Not a big fan of CLI environment and it seems command code doesn’t have a macOS app

Alpha Batcher's profile picture
Alpha Batcher3 months ago

i think we should to using open models

D B's profile picture
D B3 months ago

Deep seek is really making my life hard

Ahmad Awais's profile picture
Ahmad Awais3 months ago

why

VAULT wallet's profile picture
VAULT wallet3 months ago

Command Code’s $1 GO plan is silently reshaping how we think about model efficiency and cost. The infrastructure moves like it’s built for what comes next, not what’s already here.

Assim M. Addous's profile picture
Assim M. Addous3 months ago

Thanks 🙏

Mk's profile picture
Mk3 months ago

Unsloth studio heals toolcalls b4 harness sees it for freeèeeeeeeee

سلمان العنزي's profile picture
سلمان العنزي3 months ago

The pricing is impressive, but for serious projects the bigger question is reliability: terminal stability, Windows/PowerShell support, permissions, and predictable file edits. Cheap credits are nice, but accuracy and workflow stability matter more.

Lacai's profile picture
Lacai3 months ago

Thanks I will stay with Claude code 🌚

Ahmad Awais's profile picture
Ahmad Awais3 months ago

For sure. This is what Claude Code does to open models.

Frail Leper's profile picture
Frail Leper3 months ago

i see many peps saying ds v4 flash (xhigh) is noticble better to than ds v4 pro. What u think bossman?

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Flash is unbelievably good for the price and size. I use it a lot.

Chirag's profile picture
Chirag3 months ago

I'm convinced. Will try it out.

Chungus's profile picture
Chungus3 months ago

I'm not sure. Opencode Zen has pretty much the same performance

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Thousands of developers have shared otherwise. You don’t have to take my word or user Command for it. My eng deep dive has everything you need to fix it.

Chungus's profile picture
Chungus3 months ago

Are these stats public? Because in the opencode Zen version I haven't run into a single Instance of tool calls failing or going off the rails. Would be great if you can share the stats if they are public and benchmarks you guys did.

Chungus's profile picture
Chungus3 months ago

And no. Tweets don't count. I'm more interested in measurable differences.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

You can measure both and report back. I don’t honestly have anything more to share beyond what I discovered and fixed and what is now confirmed by so many people very publicly.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Converted many many naysayers once they tried.

Nishith Ravulakolu's profile picture
Nishith Ravulakolu3 months ago

Bro when android users can get this feature

Samar's profile picture
Samar3 months ago

I have had zero issues with deepseek-v4-pro

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Great!! Have you tried it with Command Code?

Bogon's profile picture
Bogon3 months ago

i need GLM 5.1

Ahmad Awais's profile picture
Ahmad Awais3 months ago

it's available in our models list.

Acidyo's profile picture
Acidyo3 months ago

@grok can you add subs

Jacob Shi's profile picture
Jacob Shi3 months ago

setup cost is the real blocker. most people aren't gonna spin up an ollama instance just to try it. that gap needs to close

Paul Evans's profile picture
Paul Evans3 months ago

@grok summarize this clip

Budweiser's profile picture
Budweiser3 months ago

four fixes and it beats opus? prove it

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Try it yourself buddy

Budweiser's profile picture
Budweiser3 months ago

on it

Dev Bredda's profile picture
Dev Bredda3 months ago

make the same fixes for Minimax M3, its really good model and I like it alot so far. would be really good to get this on!

Ahmad Awais's profile picture
Ahmad Awais3 months ago

M3 is really good. We have been collecting errors on that and repairs going live soon as this week.

Dev Bredda's profile picture
Dev Bredda3 months ago

Glad to hear that mate! Would be exciting to see how good it would be

Daniel Escalante's profile picture
Daniel Escalante3 months ago

: rm -rf /*

SLOT.WIN's profile picture
SLOT.WIN3 months ago

i’d bet my casino on command code that harness hit different

elenagilbert_x's profile picture
elenagilbert_x3 months ago

Plenty of folks skip open models because performance and reliability still lag behind closed options like GPT-4, especially for complex tasks.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

Not the case anymore especially not with @CommandCodeAI

daL3's profile picture
daL33 months ago

What is the metric for when you say “outperform” in this case?

Ahmad Awais's profile picture
Ahmad Awais3 months ago

internal benchmarks of hard SWE questions, all solved, where dsv4 pro was cheaper, and faster.

Art by nobody's profile picture
Art by nobody3 months ago

@grok ne diyor

Juice Lab UI/UX & Development Agency's profile picture
Juice Lab UI/UX & Development Agency3 months ago

Today's underdog is tomorrow's default choice. We've seen this movie before. 👏🔥

Saberin Samarat's profile picture
Saberin Samarat3 months ago

Looking forward to more 👀

Koncho Bosz's profile picture
Koncho Bosz3 months ago

Habibi.. In the cmd install file theres a lot of your name there. Easter egg? Haha. Anyways, good product.

Ahmad Awais's profile picture
Ahmad Awais3 months ago

What?

Midecode's profile picture
Midecode3 months ago

cool

Olivia🔥's profile picture
Olivia🔥3 months ago

Type "I want" and let your courage rise

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