Ask a question, share your experience, or learning
23d ago
Heard of a few companies restricting tools like Copilot/Cursor over IP or security concerns. Curious about real examples and what specifically drove that decision.
28d ago
Used to be a strong signal on a resume. With a rise in low-effort AI-generated PRs flooding some repos, wondering if maintainers and recruiters still weigh this the same way.
29d ago
Every third student in my batch is pivoting to ML/AI specializations. Wondering if this is going to lead to an oversupply the same way full-stack bootcamp grads flooded the market a few years back.
Aug 13, 2026
Considering Rust for a new high-throughput service instead of our usual Go/Node stack. Team has zero Rust experience currently. Is the performance gain worth the ramp-up time for a small team?
Aug 10, 2026
Older engineers in my company keep comparing this AI moment to the cloud transition, saying it created more jobs than it destroyed. Is that comparison actually holding up so far, or is this genuinely different?
Aug 9, 2026
Every team I talk to has an LLM prototype. Very few have one in front of paying users. The gap seems to come down to unglamorous things: • What happens when the model returns nonsense at 2am and nobody notices? • How do you test something whose output changes between runs? • Who pays when a single user pastes a 40,000-token document? I am not asking whether it is useful — clearly it can be. I am asking what it took to get from demo to production, and what you cut to get there. If you have shipped something real, I would genuinely like to hear what broke first.
Aug 8, 2026
Exhausted the popular YouTube system design channels. Looking for more rigorous resources — papers, books, or courses that go deeper than the standard interview-prep content.
Aug 5, 2026
Prepping for senior-level interviews. With so much AI-assisted prep material available now, are interviewers compensating by asking harder or more nuanced questions?
Jul 31, 2026
Considering an MS either in India or abroad. With how fast the industry changes, wondering if two years of formal education is worth it vs two years of real-world experience and self-learning.
Jul 29, 2026
Seeing a few large funding announcements recently but also hearing from founders that seed-stage fundraising is still brutal. What's the honest read from people actually raising right now?
Jul 27, 2026
TLDR: Can two Exchange servers coexist in the same domain and send/receive mail (no DAG)? If yes, how? Here's what I found after testing in a lab environment...
Jul 27, 2026
We were bleeding money on over-provisioned nodes. Here's the audit process and the three changes that made the biggest difference...
Jul 19, 2026
Curious how this has played out in practice, not in theory. Has your team's headcount for repetitive engineering/QA work actually shrunk, stayed flat, or shifted to different work entirely?
Jul 17, 2026
Hearing a lot of claims about '5-person startups doing the work of 20' due to AI tooling. Is this actually true at the operational level, or mostly a fundraising narrative?
Jul 15, 2026
Companies rarely say this explicitly in layoff announcements. Curious if anyone has had a manager or HR actually confirm this was a factor, versus it just being industry speculation.
Jul 3, 2026
Rough percentage would help. I'm trying to calibrate whether I'm underusing these tools or overusing them to the point where I'm not actually learning anything.
Jun 29, 2026
Seeing tools that claim to auto-generate test cases from API specs. Curious if this has actually reduced manual testing time in practice or if it's still mostly marketing.
Jun 27, 2026
Companies say they want candidates comfortable with AI tools, but I don't want to come across as overly dependent on them either. How are people striking this balance in interviews?
Jun 25, 2026
Our LLM API bill is becoming a real line item as usage grows. Looking for practical patterns people have actually implemented, not theoretical cost-saving advice.
Jun 23, 2026
3 years experience at a large Indian IT services company, want to move to a product-based startup or a bigger tech company. What actually moved the needle for people who made this switch recently?
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