My CLI/TUI task management app has officially reached a new version release. Now all of the TUI functionality officially has matching CLI commands. There is now a import and export function to backup and migrate your data.
https://t.co/BB3xk5RK3z
What's your go-to move when the code "just works" in your local environment but fails in production/staging?
A) Panic, then carefully dig through logs and environment differences
B) Blame the infrastructure / DevOps / “it worked on my machine” and move on
C) Immediately add more logging, feature flags, and defensive checks
D) Re-run the exact same steps in a clean container/CI to reproduce it first
E) Other (drop your real strategy in the comments)
Trying to expand my circle a bit.
If you’re building with AI, LLMs, agents, SaaS, open source, or shipping products in general, let’s connect.
Drop what you’re working on.
I’m genuinely curious — what are you building right now?
Whether it’s a side project that keeps you up at night, an open-source tool you’re proud of, a startup idea still in the “messy prototype” phase, or something cool at work you’re allowed to talk about… I want to hear about it.
Drop a comment with:
What you’re working on
The problem it’s solving
The tech stack (bonus points if it’s unusual)
One thing that’s currently driving you crazy
Looking to connect with more
builders, exchange ideas, and maybe even collaborate.
Looking to connect with more people working in:
AI
LLMs
Agents
SaaS
Open source
Dev tools
Mobile apps
Web apps
Products
If you’re building in any of these, say hi and tell me what you’re working on.
I’m looking for more interesting builders to follow.
Everything you said is 100% absolutely true. I'm just talk about some anecdotal experience that I am sure is more wide spread. Over the years we have transitioned every single windows sever to red hat Linux enterprise or SUSe Enterprise Linux. Minus one of course to run active directory. We have also transitioned about 40% of our "customer" facing devices to Linux as well.
The number one reason being that we are transitioning everything to be purely VM / Docker Container. This is one of the few situations that Linux is superior and being widely adopted by the gov.
@Sarthak4Alpha Honestly this can be gamed in many ways. I guess all that matters is if it's 20,000 real contributions or if it's a bot modifying 1 line of a dummy file everyday.
@hugospdx I think the number one issue with this is the fact that it will compound the hallucination problem. Erroneous data making it's way into teaching the AI could fundamentally worsen it's output at a fast pace.
@yashmp2004 Ofc it depends on how you use the tool. If you mindlessly rely on the tool then you're going backwards and you won't have a decent product. If you use the tool to expedite and explain solutions, then you're still gaining something from the experience.
@yashmp2004 It's not like people want to have to learn how to setup and redo things they can mindlessly handle on windows. Not to mention Microsoft's multi decade monopoly is only starting to soften.
@Alpha_Omega_LLC@yashmp2004 That's actually been changing. The majority of government systems I have touched have moved to red hat. Ofc the end user machines stay windows for ease of use.