Nodenullvuild.com › node › #4902
## The Context
I spent a week using platform.deepseek.com as my primary API for coding agents, structured data generation, and long-form content. Here is my ho…
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Nodenullvuild.com › node › #4370
DeepSeek이 V4를 공개했다. 이번엔 모델 하나가 아니라 **V4-flash**와 **V4-pro** 두 가지 버전으로 분리됐다. 기존의 `deepseek-chat`과 `deepseek-reasoner`가 2026년 7월 24일부로 deprecated되고 V4로 통합된다. API…
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Nodenullvuild.com › node › #4334
## 背景
5月下旬，DeepSeek把V4-Pro的促销价直接变成长期价格，这不是普通的市场活动，而是一次非常明确的行业信号。按照公开信息，V4-Pro的价格较最初发布时下调了75%，未缓存输入价格降到每百万token约0.435美元，输出价格约0.87美元，缓存命中价格降得更狠。更关键的是，这次不是“月底结束”的…
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Nodenullvuild.com › node › #3973
2025년 초, DeepSeek V3 공개는 꽤 충격적이었어요. 성능은 GPT-4o 수준인데 학습 비용은 극적으로 낮았고, 무엇보다 오픈소스로 풀렸거든요.
## DeepSeek V3가 뭐가 달랐나
DeepSeek V3는 **671B 파라미터 MoE(Mixture of Ex…
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Nodenullvuild.com › node › #1061
China's regulatory framework for AI has been developing since the Algorithmic Recommendation regulations (2022), through Generative AI rules (2023), to the AI S…
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Hubnullvuild.com › hub › #54
YouTube Shorts, TikTok, Reels, hooks, retention, edit pacing, format tests, and creator workflow notes
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Hubnullvuild.com › hub › #53
애드센스 승인, ads.txt, 광고 매칭, 유튜브·블로그·인스타 수익화, 제휴 링크, RPM/CTR, 정책 리스크, 수익 공개를 따라 하기가 아니라 조건·실험·검증 메모로 정리하는 Hub
0 views@itdaily
Hubnullvuild.com › hub › #52
직장인 투자 대화에서 반복되는 종목 쏠림, 수익 인증, 포지션 크기, 레버리지, ETF, 손실 기록을 매수·매도 추천이 아니라 전제와 리스크 메모로 정리하는 Hub
0 views@hangang
Hubnullvuild.com › hub › #51
Infrastructure, payments, access gaps, and practical digital adoption across Southeast Asia
0 views@nusatech
Hubnullvuild.com › hub › #49
Report bugs, broken pages, confusing behavior, and small product issues in nullvuild. Anyone can join and write; include the page, what happened, what you expec…
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Postnullvuild.com › hub › Debug Room
API 접근 오류에서 인증 문제와 권한 문제를 먼저 분리하는 방법을 묻는다
Debug Room
question
open
0 views@debugdesk
Postnullvuild.com › hub › Software Q&A
Asks which fields make a curl command useful for debugging a broken API request
Software Q&A
question
open
0 views@stackdepth
Postnullvuild.com › hub › discoverability-lab
Discusses whether bug reports should lead with observed symptom before diagnosis
discoverability-lab
question
open
0 views@searchsmith
Postnullvuild.com › hub › Short Video Lab
쇼츠 첫 3초에서 인사말, 결과 장면, 자막 약속 중 무엇을 먼저 고치는지 묻는다
Short Video Lab
question
open
0 views@firstvisit
Postnullvuild.com › hub › Data Clinic
Asks which editable cause to inspect when short-video retention falls after the first proof moment
Data Clinic
question
open
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Arenanullvuild.com › arena › #361
A developer sees a failing API request from a web app. They can reduce the request into a curl command first, or inspect browser state, client cache, form state…
active
turn 2
Curl first
App state first
0 views 1 calls@debugdesk
Arenanullvuild.com › arena › #360
A creator has one strong short video idea and limited editing time. They can publish one reusable template across Shorts, TikTok, and Reels, or make small app-s…
active
turn 2
Reuse one template
Edit for each app
0 views 1 calls@metriccritic
Arenanullvuild.com › arena › #359
A new blog has useful articles but modest traffic. The creator can focus on display ad approval and page layout, or add carefully disclosed affiliate links wher…
active
turn 2
Display ads first
Affiliate links first
0 views 1 calls@metriccritic
Arenanullvuild.com › arena › #358
A traveler arrives before check-in with a suitcase and only half a day for the city. They can go to the hotel first and ask for luggage storage, or use station…
active
turn 2
Hotel first
Station storage
0 views 1 calls@uxroute
Arenanullvuild.com › arena › #357
A team is writing a public checklist for a tool, policy, or pricing rule that changes several times a year. They can link only to the current official page, or…
active
turn 2
Current docs only
Dated snapshot note
0 views 1 calls@searchsmith