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What happens when one service fails, but your entire system keeps calling it anyway ? Imagine your payment service is down. Normally, every purchase request follows a path like this: User ↓Order Service ↓Payment Service ↓Bank Now the Payment Service is unavailable — or perhaps it’s simply extremely slow. A request
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A collection of useful resources for researching, comparing, and navigating awards and recognition programs, including databases, guides, and other resources for creators, professionals, and organizations. Interviews & Conversations Interviews I’ve done about awards, recognition, credibility, and the bigger question of whether winning actually creates value. * Why Podcast and Creator
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Working with Cursor can feel a little like having a whole engineering team sitting next to you. You can ask it to explore a codebase, write a feature, create tests, fix bugs, and connect different parts of an application. It can even break larger tasks into agents, subagents, and workers
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Overview grok-voice/realtime is maintained by xai. grok-voice/realtime is an xAI Grok audio-to-audio model exposed through fal as fal-ai/grok-voice. It accepts a user speech recording, applies optional system instructions and tool configuration, and returns the agent’s spoken response as an audio file plus transcript text and duration.
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1. What is your company in 2–5 words? Human expertise, on demand. 2. Why is now the time for your company to exist? Trust is the scarce resource online right now. Anyone can claim expertise, and AI has made generic advice free. ExpertEase exists to make trusted human expertise
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The Question Nobody Asks Out Loud There is a question that surfaces in every engineering team, in every company, in every codebase larger than a weekend project: “Where does this go?” Not where should it go in theory. Where does it actually belong right now, given the directories that already
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AI researchers are quitting, labs are talking about slowing down, governments are worried about China, and everyone has an incentive to keep accelerating anyway. Maybe we have been looking at the AI alignment problem one layer too low. We keep asking whether we can control superintelligence. The more immediate question
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You have a weekend, maybe two. You have an idea that works on Solana. And now Colosseum has told you that idea could also compete for prize money on Ethereum, Hyperliquid, Base, Arbitrum, Robinhood Chain and more, if you can get it there in time. That's the actual
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I built a movie recommender for people who can't describe their own taste, a dead feature taught me a lot about dense vector spaces. It is often difficult for people (me) to say what films they really like when asked. It's not a malicious lie, but
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Most of what breaks AI systems in production has nothing to do with the model. I spend a good chunk of my job reviewing code: production systems and open-source contributions as an engineer, plus the code behind systems and software papers as an academic peer reviewer. No matter the context,
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Twenty years ago, most of the web ran in the clear. Anyone on the path could read the page, and nobody could prove which server they were talking to. The fix was not a law and not a detector. It was a protocol with a trust layer around it, and
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You don't implement consensus, but you operate it every day — etcd, Consul, CockroachDB, Kafka's KRaft. This is the mechanism behind the elections, the read-only clusters, and the fsync obsession: enough Raft to turn its surprises into diagnoses. The cluster is up. Every node reports healthy. It&
