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1882d ago · 6 min read · Llama 4 API Access: Complete Developer Guide (Scout, Maverick, ofox) TL;DR — "Llama 4 Scout has a 10-million-token context window, costs as little as $0.08/M input tokens, and runs through any OpenAI-compatible API." If you're routing long documents,...
Join discussion3d ago · 5 min read · Built in the open. Trained in public. Shipped with the spirit of the open-source AI community. A February Evening That Changed My Thinking On 17 February, I walked into an Anthropic event carrying o
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4d ago · 5 min read · Meta system design interviews usually push on product sense and scale at the same time. You are often expected to turn a vague product prompt into APIs, data models, ranking logic, consistency choices, and tradeoffs around latency, correctness, and c...
Join discussion4d ago · 6 min read · Meta's Data Manipulation SQL interviews usually mix product sense with query mechanics. You are rarely solving a pure syntax exercise. The interviewer often wants to see how you define entities, handle messy event data, choose the right grain, and tu...
Join discussion4d ago · 5 min read · Meta Analytics interviews usually focus on product judgment, experiment design, metric definition, and causal thinking. You're rarely being asked to produce a perfect formula on the spot. Interviewers want to see if you can frame a messy product prob...
Join discussion5d ago · 2 min read · I have been writing notes for years. Architecture decisions, debugging war stories, things I wish someone told me before I shipped that thing to production. All sitting in private docs nobody reads. That felt like a waste. So here we are. Why bother?...
Join discussionApr 21 · 5 min read · I added a fourth platform to the blog's publishing pipeline today. A post now goes to blog.rezvov.com, Dev.to, Hashnode, and the Telegram channel @arezvov_race_mode_on. Same git push, four places. This post is two things. A short note on how the Tele...
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Apr 18 · 2 min read · The problem Darketype.com is the high-fidelity source of truth—it's got the glitches, the scanlines, and the raw lowercase aesthetic that i love. But reach matters. I want these words to land where other developers are actually looking, which means e...
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