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11h ago · 12 min read · A pod gets created. It gets an IP. Then it dies. A new pod replaces it. New IP. Now imagine you have ten pods of the same app, and they restart all the time. Which IP do you call? You can't. That's the problem Services solve, and the answer is more i...
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1h ago · 11 min read · I wanted to re-open an old Binance API security issue. Not because I enjoy re-litigating old reports. Because the last thirteen days made the threat model painfully concrete. I found or stumbled into
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4h ago · 28 min read · Some incidents look minor on paper. A small single-digit percentage of instances affected, in a single AZ. And yet the user-visible outcome is that more than half of the service's transactions stop wo
Join discussion3h ago · 13 min read · Building A-OpenEnv: An Adaptive Curriculum Layer for Verifiable AI Environments Inspired by reinforcement learning, A-OpenEnv explores how verifiable AI environments can adapt task difficulty based o
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Obsessed with crafting software.
6 posts this monthFrontend Engineer
1 post this monthSoftware Developer working on the HLSL compiler.
3 posts this monthTrying to put engineering back into software development
1 post this monthObsessed with crafting software.
6 posts this monthFrontend Engineer
1 post this monthSoftware Developer working on the HLSL compiler.
3 posts this monthTrying to put engineering back into software development
1 post this monthThis hits the core issue. AI can generate structure fast, but it doesn’t hold intent. So you get something that “works,” but doesn’t always align with why it exists or how it should evolve. That’s why the bottleneck shifts from building to guiding.
The traffic manager analogy for the Event Loop is a good one. I usually explain it to new engineers as a restaurant kitchen with one chef: the chef does not stand at the oven watching a dish cook — they hand it off, move to the next order, and come back when it is ready. The moment the chef starts watching the oven is when the whole kitchen backs up. Same thing happens when you block the Event Loop. Nice post, solid foundation for anyone learning Node internals.
Deeply impressed by JananiVaani. It’s rare to see a project that balances sophisticated tech with such a grounded, human-centric mission. Well done on building something that truly matters!
Each has its own characteristics. Claude has stronger programming skills, and I often use chatgpt to analyze problems
Good question—this really depends on team size, product complexity, and how much control you want over releases. In most modern setups, CI and CD are logically separate but often live in the same pipeline/tooling: CI (Continuous Integration) focuses on building, testing, and validating code on every commit. CD (Continuous Delivery/Deployment) takes those validated artifacts and handles release—whether that’s manual approval (delivery) or automatic rollout (deployment). Separating them conceptually has a few benefit