Muhammad Ramzan
411 posts

Muhammad Ramzan
@LightifyCodes
Always Learning | Developer 🧑💻 ▪︎ Systems Design 🛠 ▪︎ Code 📄 ▪︎ Books 📚 ▪︎ Music 🎧
Earth Katılım Mart 2020
1.3K Takip Edilen99 Takipçiler

Your @code just got a fresh look! 🎨
The new default themes, VS Code Light and VS Code Dark, bring a modern, refined design while keeping the familiar usability you love.
⭐ Bonus: these themes automatically match your OS light/dark mode.
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@yiliush This will only work if you can optimize the memory usage.
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Muhammad Ramzan retweetledi

Every engineer I speak to is worried about the future of their profession.
I tell them to join a company that requires them to:
- Solve increasingly complex problems that require deep nuance and taste
- Build big agentic systems that require specialized AI/ML knowledge
- Flex their communication skills as the role of PM/Engineer converge
- Maximize their use of coding agents & AI tools in their workflows
- Breadth of projects that improve taste and dot connection over time
p.s. this is the expectation of every engineer we hire at @tenex_labs. apply and stay relevant in a post-ai world.
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@LightifyCodes @Amank1412 Is it stable ? Have you encountered any issues with it ?
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@kai_brokering @claudeai Wow.
One man's trash is another man's treasure.
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completely forgot i have $30k worth of
@claudeai
credits that expires in 3 weeks
wtf am i supposed to do with all this😭

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New Engineering blog: We tasked Opus 4.6 using agent teams to build a C compiler. Then we (mostly) walked away. Two weeks later, it worked on the Linux kernel.
Here's what it taught us about the future of autonomous software development.
Read more: anthropic.com/engineering/bu…
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@ivanfioravanti @ivanfioravanti I think a very interesting comparison would be to use the same prompt and environment but do everything with claude code. This would reveal how coding agents can influence a model's performance.
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That pattern is called JWT pass-through (or token forwarding).
> Is it secure? Technically yes, architecturally risky.
It works, but it couples every service to user auth and doesn’t scale well.
Why:
> You’re leaking a user-facing token deep into internal services
> Token expiry, scope mismatch, and over-privileged access become common
> Any compromised service can impersonate the user downstream
> It works for small systems, but at scale it’s an anti-pattern.
Better approach:
> Terminate OAuth at the edge
> Use internal tokens or service identity for service-to-service calls
> Propagate user context as claims, not raw JWTs
Rule of thumb:
> User tokens stop at the boundary.
> Use internal service tokens or token exchange for downstream calls.
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@Zai_org if a task is very complex or it is deemed that GLM might not have seen this then: -> Opus 4.5 generates a detailed plan with all the historical context and explanations. The plan goes straight to GLM and it can do it's magic.
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We’re officially public. (HKEX: 02513)
To everyone who has supported GLM, built with it, tested it, or simply followed along. Thank you.❤️
This moment belongs to our community as much as it belongs to us.
To celebrate, we’re opening a 48-hour community challenge.❤️🔥❤️🔥❤️🔥
48 hours. A few ways to join!
💬 Comment challenge
Every 12 hours, we’ll select the top 25 comments by likes. Each will receive $50 in credits.
🔁 Repost challenge
Every 24 hours, we’ll select the top 13 reposts by likes. Each will receive $200 in credits.
⭐ Editor’s picks
Some of the most interesting ideas don’t always get the most likes. We’ll be reading closely and highlighting thoughtful, original developer posts.
If your post is selected, Lou @louszbd will reach out personally with an exclusive developer gift pack.🎁
We’ll wrap up in 48 hours. All rewards will be sent within 72 hours after the challenge ends.
Let’s celebrate! 🎉
👉z.ai/subscribe?utm_…
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@Zai_org I have high hopes that in near future I might not need the Opus step and GLM can be my primary and only driver.
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@michelleefang Hi @michelleefang. I'm building autonomous cloud tools.
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