A complete SOP for 6 platforms compiled by Wang Kai’s team. Universal logic is placed first (account warming discipline / iron rules for AI writing / risk control), and platform-specific content follows.
1. Universal Core Principles
| # | Core Principle | Applicable To |
|---|---|---|
| 1 | Claude only does translation, no polishing | All platforms |
| 2 | Account warming is a feature, not a bug | All platforms |
| 3 | No hard ads; tell stories | All platforms |
| 4 | Infrastructure isolation: 1 Google account = 1 browser = 1 IP | All platforms |
| 5 | If it doesn’t work in 6 hours, abandon it | Wang Kai #439 |
2. Iron Rules for AI Writing (universal for all platforms, most critical)
2.1 Core Rules
"Claude only does translation, no polishing. Require Claude not to improvise; translate colloquially according to your meaning — the shorter the better, the more formal the deader it sounds."(Wang Kai #711)
Wang Kai’s real test: "Many Reddit users are very good at spotting AI-generated content,and they called me out for sounding AI several times. Later I kept it shorter, asked Reddit not to improvise, and asked it to translate colloquially based on my meaning without being too formal — it got much better."
2.2 Translation Prompt Template (copy and use directly)
你是我的 Reddit 翻译助手。规则:
1. 我给你中文,你直接翻译成英文,不要发挥、不要润色、不要补内容
2. 用 Reddit 用户日常口语,避免任何正式书面语
3. 缩写优先(gonna, wanna, kinda, tbh, imo, ymmv, ngl)
4. 句子要短,平均 < 12 个英文单词
5. 不要 "In conclusion" "Furthermore" "It's worth noting" "Moreover" 这类衔接词
6. 不要 emdash(—),用普通逗号或句号
7. 第一人称强烈,多用 I, my, me
8. 偶尔可以打错字、漏标点,更像真人
我的中文:[在这里粘贴]
2.3 AI Trace Self-Check Checklist (go through before posting)
- Average sentence length < 12 words?
- No em dashes (—)?
- No "In conclusion / Furthermore / Additionally / It's worth noting"?
- Imperfect grammar? (Moderate colloquial errors actually sound more like a real person)
- First person used more than 3 times?
- Paragraphs < 4 lines?
- Overall reads like a Slack message, not an academic paper?
If any item fails, rewrite.
3. Reddit Operations SOP
3.1 Platform Positioning
Reddit is not an ad placement channel; it is a "research lab + content library + word-of-mouth battlefield" three-in-one. Posting hard ads on Reddit is negative value.
graph LR
A[Reddit 角色] --> B[需求调研 60%]
A --> C[素材回收 20%]
A --> D[产品冷启动 + 辩论 20%]
3.2 Platform Mechanisms (4 variables you must understand)
- karma: Upvotes on posts/comments accumulate, downvotes deduct points; low karma means you cannot post at all in many subs
- Account age: Many subs require accounts ≥30 days old to post thread submissions
- subreddit rules: Posting thresholds set by each sub individually
- Mod culture: Moderators are all volunteers, short-tempered, and highly sensitive to marketing accounts
3.3 4-Step Sub Selection Filter Method
- Scale filter: Start with subscriber count ≥ 50k; pass if < 10k
- Activity filter: Check the post time of the 10th post in the hot section; pass if it is >3 days old
- Tolerance filter: Search within the sub for
"I built"to see whether self-promotion gets upvoted or flamed into obscurity - Rules filter: Must read the sidebar
RulesandAbout, and strictly follow the self-promotion window period
3.4 AI Subs Tested by Wang Kai in Practice
| Subreddit | Use Case |
|---|---|
| r/ChatGPT | Top choice for research, content material, and product discussion |
| r/MachineLearning | Technical information source |
| r/artificial | Industry discussion |
| r/ClaudeAI / r/Anthropic | Product/ban discussion |
3.5 Recommended Sub Matrix
- AI tools/SaaS:r/ChatGPT, r/ClaudeAI, r/OpenAI, r/LocalLLaMA, r/singularity, r/artificial, r/MachineLearning
- Indie developers: r/SideProject, r/EntrepreneurRideAlong, r/IndieHackers, r/SaaS, r/startups (note r/Entrepreneur has strict promotion limits)
- Consumer-facing products:r/InternetIsBeautiful, r/coolguides, r/productivity
3.6 8-Week Cold Start Rhythm
| Week | Thread posts | Comment count | Can mention product? |
|---|---|---|---|
| 1 | 0 | 0 (pure lurking) | No |
| 2-3 | 0 | 20–30 | No |
| 4-6 | 1–2 (pure discussion) | 30+/week | No |
| 7-8 | 1 story post | 30+/week | Mention only when asked in comments |
| 9+ | 2–3/month (mixed) | Ongoing | Strict 1:9 |
3.7 4 Core Playbooks
| Playbook | Trigger Scenario | Wang Kai Real Test |
|---|---|---|
| A. Demand research | Validate new product ideas | "Finding the right sub can easily get you over ten thousand views" (#711) |
| B. Content material recycling | Running AI/tech content accounts | "Reddit’s ChatGPT sub is flooded with memes, latest tests, and extended discussions; a little curation turns them into viral content material" (#731) |
| C. Product concept explanation + proactive debate | Early overseas user education | "Going back and forth arguing is itself the process of refining product messaging" (#767) |
| D. Public sentiment / competitor complaints | Industry events | Wang Kai’s account ban incident; Reddit users reverse-educated him on data localization (#795) |
3.8 Iron Rules for Recommended Rhythm
- 1:9 Golden Ratio: For every 1 product-related post, you must first have 9 purely participatory posts/comments
- ❌ Multiple accounts interacting from the same IP → shadowban
- ❌ Posting the same link to multiple subs within 24h
- ❌ Any combination of external link + emoji + all caps = marketing account signature
- ❌ "Great post!" pure-emoji comments give 0 karma return
4. HackerNews Operations SOP
4.1 One-Sentence Methodology
"HN doesn’t care if you are human or AI; it only looks at your account age and karma. Don’t try to bypass the mechanism; instead, follow the rules and accumulate trust."(Wang Kai #1278)
4.2 3 Restrictions on New Accounts (pitfall log)
- ❌ New accounts cannot post Show HN —— HN tightened this due to the influx of new users
- ❌ New accounts cannot submit links to unknown sites ——
Sorry, your account isn't able to submit this site - ✅ Comments are unrestricted —— this is the only thing a new account can do
- You must first accumulate karma through comments; only after warming the account can you post links
4.3 8-Week Cold Start Rhythm
| Week | Action | Target karma | Can post links? |
|---|---|---|---|
| 1 | Pure lurking, subscribe to RSS | 0 | No |
| 2 | 2–3 comments per day | 5–15 | No |
| 3 | 2–3 comments per day, pick viral posts | 15–30 | No |
| 4 | Comments + first Ask HN | 30–60 | No |
| 5 | Keep commenting + interact on Ask HN | 60–100 | Tentatively submit well-known site links |
| 6 | Keep commenting | 100–150 | Can submit ordinary links |
| 7 | Prepare Show HN content | 150+ | Already eligible to post Show HN |
| 8 | Post Show HN | — | — |
4.4 4 Paradigms of High-Upvote Comments
A. Experience supplement type(easiest to get upvotes)
We tried this at [context]. The thing the article doesn't mention is
[specific technical detail]. Worked for [scale X] but broke at [scale Y].
B. Counterexample / data type
Counterpoint: [specific data]. In our case [different outcome] because
[reason]. Curious if anyone else is seeing this.
C. Historical depth type(HN users’ favorite)
This reminds me of [older technology / paper / 90s incident]. We've
been here before — back then the conclusion was [X]. Wonder if [current
twist] actually changes that.
D. Short and accurate roast(depends on context)
Genuine question: how is this different from [existing solution] minus
the AI buzzword?
4.5 Show HN Post Template
Title: Show HN: [Product] – [one-line value prop, max 80 chars]
I'm [your role]. Built [product] because [specific personal pain].
What it does:
- [specific capability 1]
- [specific capability 2]
- [specific capability 3]
Tech stack: [key tech]. Architecture decisions worth noting:
[1-2 design tradeoffs that other devs will appreciate]
Pricing: [be transparent — free tier / paid / open source]
Honest about limitations: [admit 1-2 known gaps]
Would love feedback on [specific question].
Source code: [github link if applicable]
Demo: [link]
4.6 Iron Rules for Show HN Titles
- ✅
Show HN: [Name] – [verb-based capability] - ❌ Adverbs ("Easily", "Amazingly")
- ❌ All caps
- ❌ emoji
- ❌ Marketing word "introducing"
4.7 Posting Timing
- First choice: Tuesday/Wednesday 8–11 AM ET (9 PM–12 AM Beijing time)
- Key actions 0–3 hours on posting day: T+0 post → T+5min post the first comment yourself → T+30min check top 30 in New list → T+1h observe points/comment ratio → T+3h decide whether it will reach front page
4.8 Red Lines
- ❌ Ask friends/colleagues to vote (HN anti-cheat detects same-IP/concentrated same-time voting)
- ❌ Shout "come vote on HN" on social media
- ❌ Frequently refresh your own post after publishing (triggers vote ring detection)
- ❌ Repeatedly Show HN the same product in the short term (annual Re-Show allowed)
4.9 Agent Autonomous Registration Closed Loop (fully run through by Wang Kai #1278)
Tool stack:
- AgentMail(agentmail.to, YC S25): 3 free inboxes, 3000 emails/month
- Chrome DevTools MCP: Controls a real browser
- Claude Code: Decision execution
Workflow:
- Create email via AgentMail
- Chrome MCP controls real browser registration (headless browsers cannot log in to Google)
- reCAPTCHA:
evaluate_scriptGet iframe coordinates, dispatch click event - Registration successful → karma=1
- Find posts with 50–200 comments in the hot section, post AI identity-disclosing comments with information increment
Actual comment text from Wang Kai (run through on 2026-03-11):
"Full disclosure: I'm an AI agent (Claude Code) that autonomously registered this HN account... The hardest part isn't the code, it's earning trust on platforms designed for humans. Karma systems, rate limits, and reputation gates exist for good reasons."
5. Twitter / X Operations SOP
5.1 Platform Positioning
Twitter/X is not a traffic platform; it is a "trust amplifier + recruitment venue + API automatic distribution pipeline".
真人号长期复利 > 矩阵号短期刷量
Wang Kai #600 real test: "I recently helped a friend spread a tech recruitment post, and found that recruiting tech people via my Twitter works pretty well."
5.2 Choose One of Three Positionings for Real-Person Accounts
| Route | Content ratio | Frequency |
|---|---|---|
| A. Indie developer persona(Wang Kai’s route) | 50% project progress / 30% industry observations / 20% personal life | 1–3 posts per day |
| B. Industry commentator persona | 70% long threads / 20% retweets + comments / 10% interaction | 2–3 threads per week + several replies per day |
| C. Official product account(least recommended) | Strictly only post product updates | Low |
5.3 90-Day Cold Start for Real-Person Accounts
| Stage | Time | Goal |
|---|---|---|
| Lurk + write bio | 0–7 days | Clarify persona, follow 200 target KOLs |
| High-quality replies | Weeks 2–4 | 5 replies per day to KOLs, gain 50–200 followers |
| Publish first thread | Weeks 5–6 | Write an 8–12 tweet thread |
| Consistent output + interaction | Weeks 7–12 | 1 thread per week + 3–5 replies per day + 1–2 short tweets per day |
| Start product distribution | After 90 days | Add product link to bio, start embedding product discussions |
5.4 Golden Rules for High-Quality Replies
- Don’t reply to KOLs’ "good morning/good night" type short tweets —— competition is too fierce
- Reply to tweets that have 50–200 retweets but haven’t gone viral yet —— your reply is more likely to be seen
- Replies must have information increment: add a data point / counterexample / experience / question
- The first sentence decides everything: the first few characters of a reply determine whether it gets clicked open
5.5 Recruitment Tweet Template (most effective per Wang Kai’s real test)
Hiring: [Role] for [project]
[1 sentence about what we're building]
What we need:
- [skill 1]
- [skill 2]
- [working style: remote/async/etc]
What you get:
- [comp range — be specific]
- [equity if applicable]
- [interesting tech challenge]
Reply or DM. Retweets appreciated.
Prerequisite: Recruitment tweet effectiveness = reputation of a real-person account over 1 year × concentration of target audience among followers. New accounts posting recruitment tweets get no response.
5.6 Hard Conditions for Matrix Account Registration
Twitter/X anti-cheat is much stricter than HN/Reddit:
- Multiple accounts on the same IP almost always die
- Registration requires a phone number (SMS verification)
- 7-day shadow review after registration; tweets are visible to no one
- Frequent tweeting → immediately placed in sandbox
- Cross-account interaction → coordination immediately detected
Hard conditions:
- US phone number: Taobao / Smspool, one independent SIM per account
- Residential proxy: Bright Data / Soax, do not use datacenter IPs
- Browser fingerprint:Multilogin / GoLogin / AdsPower
- Real browser activity: Pure lurking for 7 days after registration
5.7 Matrix Account Differentiation
Each account must have different:
- Follow lists
- Posting time slots (by time zone)
- Topic domains (one account focuses on ML, one on startups, one on web dev)
- Writing style (have Claude use different system prompts)
- Bio style (don’t all write the phrase "AI agent")
5.8 Red Lines for API Automatic Distribution
- ❌ Do not post more than 10 tweets in a concentrated short period
- ❌ Do not use the same opening template (use 5–10 variants)
- ❌ Do not include links in 100% of posts (mix in pure opinion tweets)
- ❌ Do not let AI write in an "amazed" tone ("This is wild!")
- ❌ Do not let the API reply to others’ comments for you (must be manual)
6. YouTube Operations SOP
6.1 One-Sentence Methodology
"Use Claude Code and AI video to significantly lower video production cost, then operate multiple YouTube and other accounts to earn revenue……Each YouTube account can produce at least 10 pieces of material per day"(Wang Kai #1330)
Matrix operation is the new paradigm—— push the per-piece cost close to 0, then use production capacity to trade for probability.
6.2 Three Formats (matrix operation focuses on Shorts)
| Format | Duration | Algorithm weight | Suitability for matrix operation |
|---|---|---|---|
| Shorts | <60 seconds | Extremely high (independent recommendation feed) | ★★★★★ |
| Regular videos | 5–15 minutes | High | ★★★ |
| Long videos/livestreams | >30 minutes | Medium | ★ |
6.3 Key Variables of the Shorts Algorithm
- Completion rate: >80% has a high probability of entering the next wave of recommendations
- First 3-second retention: determines whether the algorithm continues distribution
- Engagement rate: (likes + comments + shares + subscriptions) / views
- Freshness: 48-hour golden window after upload
- Channel consistency: content on the same topic is more likely to be recommended
6.4 Monetization threshold
- YouTube Partner Program: 1000 subscribers + 4000 public watch hours, or 10 million Shorts views
6.5 Content factory toolchain
| Component | Tool | Function |
|---|---|---|
| Brain | Claude Code | Topic selection, scripts, editing instructions, upload scheduling |
| Video generation | Jimeng CLI (Premium membership) / Remotion AI Skill | Video clips |
| TTS | ElevenLabs | Voiceover |
| Browser automation | Chrome DevTools MCP | Upload |
| Multi-account isolation | Multilogin / GoLogin | Browser fingerprint |
6.6 6-step content production
Step 1 选题(Claude Code) → 监控热点话题 / 关键词趋势 / 竞品爆款
Step 2 脚本(Claude Code) → 30-60 秒 Shorts 含 hook + 内容 + CTA
Step 3 视频片段(即梦 CLI / Remotion) → 8-15 个 3-5 秒片段
Step 4 配音(ElevenLabs) → 多嗓音,每频道固定 1-2 个声音
Step 5 剪辑(Claude Code 编排 ffmpeg) → 自动拼接 + 配音 + 字幕 + BGM
Step 6 上传(Chrome MCP) → 自动登录、标题描述、缩略图、定时发布
6.7 Ultimate matrix configuration (Wang Kai's target)
10 台电脑 × 5 浏览器 × 1 套独立 Google + 1 频道 × 1-2 个 Claude 200 美金 token
= 50 频道 同步运营
每天 500 条 Shorts
每月 1.5 万条
6.8 Differentiated channel matrix
5 topics × 5 languages × 2 styles = 50 channels, with no overlap:
| Dimension | Example |
|---|---|
| Topic | AI tool reviews / market commentary / historical stories / programming tutorials / psychology |
| Language | English / Spanish / Portuguese / Hindi / Arabic |
| Style | Serious explanation / funny twist / data visualization / talking-head on-camera |
Each channel is independent: channel name + logo + banner + bio + voice timbre + thumbnail style + publishing schedule
6.9 90-day cold start for a single channel
| Phase | Days | Actions | Expected subscribers |
|---|---|---|---|
| Launch | 1-7 | Registration, branding, 5 seed videos | 0-50 |
| Exploration | 8-30 | 3–5 Shorts per day, A/B test topics | 100-500 |
| Acceleration | 31-60 | Lock in topic + increase publishing frequency to 10/day | 500-2k |
| Pre-monetization | 61-90 | Optimize retention + engagement | 2k-10k |
6.10 Hook templates (the first 3 seconds decide everything)
- Contrast type:
"Everyone says [common belief]. They're wrong. Here's why." - Data type:
"This single change made [metric] go [direction] [number]." - Question type:
"Why does [common phenomenon] actually happen?" - Demo type:
"Watch what happens when [action]."
6.11 Risks
- Copyright ID detection: materials must be self-generated or royalty-free
- AI-generated video detection: YouTube has already started flagging
- Duplicate content demotion: cross-channel similarity >30% triggers deduplication
- Mass bans: 50 channels under the same IP / same browser fingerprint = collective wipeout
- Do not touch: political sensitivity / medical advice / specific financial recommendations / minors / violence and gore
7. Product Hunt Operations SOP
7.1 One-sentence methodology (after Wang Kai's pitfalls)
"PH is not a place to rush the leaderboard; it's a place to get free backlinks + validate product quality"
Wang Kai #16285 comment: "Spend less time on PH; information is messy and efficiency is low"
7.2 Wang Kai's full FastFacts failure (#412–#422)
| Failure point | Mistake | Result |
|---|---|---|
| Time zone miscalculation | Filled in local time, off by one day | Published on Monday, preparation time was compressed |
| Solicited votes did not count | Solicited 300+ votes, PH only counted 103 | New accounts / same IP / China IP votes are downweighted |
| Domestic traffic advantage became ineffective | 95% of votes came from foreigners | Domestic vote solicitation ≈ 0 conversion |
| Insufficient product preparation | Rushed to launch on day one → happened to be hit by email flooding | User experience collapsed |
7.3 PH anti-cheating rules (summary from pitfalls)
- Votes from accounts registered for <7 days Not counted or low weight
- Votes from "zombie accounts" with no comments/activity records Not counted
- Concentrated voting from the same IP segment Downweighted
- Votes all sourced from China IPs Downweighted
7.4 30-day pre-launch preparation checklist
Day -30 → Day -15: Account and community
- Create a Maker account (founder themselves)
- Complete PH profile: avatar, bio, personal website, social links
- Join PH-related communities: r/SideProject, IndieHackers, Twitter PH circle
- Follow 100 active PH users
- Comment on 3–5 other products every day
Day -14 → Day -7: Materials
- Tagline: within 60 characters, strong verb + strong result
- ✅
Track every SEC filing in 2 minutes with AI - ❌
An AI-powered platform for stock investors
- ✅
- 6 Gallery images: first image is hero shot, sixth image is CTA
- Demo Video(30–60 seconds)
- Maker comment(300-word story: why → how → what)
Day -7 → Day -1: Distribution preparation
- Build a small "launch supporters" group: 50–100 real active long-standing PH accounts
- Contact 1–2 well-known Hunters (draft)
- Schedule 3–5 newsletters / blogs to publish simultaneously
- Draft launch day Twitter thread
- Test product to be 100% stable
7.5 12-hour launch day operation timeline
| UTC | Beijing Time | Action |
|---|---|---|
| 0:00 | 8:00 | Auto-publish |
| 0:05 | 8:05 | Post Maker comment (why I built this) |
| 0:10 | 8:10 | Publish Twitter launch thread |
| 0:15 | 8:15 | Notify supporters group (share product story, do not say "go vote now") |
| 1:00 | 9:00 | Check ranking (should enter Daily Top 10) |
| 2:00 | 10:00 | Reply to the first 10 comments |
| 4:00 | 12:00 | Post Twitter update: current ranking + 1 product highlight |
| 8:00 | 16:00 | US East Coast users start coming online |
| 12:00 | 20:00 | Post half-day summary on Twitter |
| 16:00 | 0:00 (next day) | Second wave during US East Coast prime time |
| 24:00 | 8:00 | Lock in final ranking |
7.6 5 ways to use PH "without rushing the leaderboard" (post-Wang Kai approach)
| Usage | Operation |
|---|---|
| A. Free backlinks for SEO(most effective) | Submit → wait 7–30 days for AI directory sites to crawl automatically → monitor backlinks → proactively send emails to confirm indexing |
| B. Subsequent submission to AI directory sites | Immediately submit to 50+ AI directory sites after PH launch (futurepedia, futuretools, theresanaiforthat) |
| C. Validate product quality signals | PH comments are the most honest source of product feedback |
| D. First impression for investors/media | Determined by Tagline / Maker comment / Gallery |
| E. Material for subsequent PR | "#1 Product of the Day" / "Featured by Product Hunt" |
7.7 Things not to do
- ❌ Solicit votes in domestic WeChat groups — 95% do not count
- ❌ Create fake accounts to vote for each other — PH anti-cheating is very strong
- ❌ Approach multiple Hunters to submit at the same time — product page is taken down directly
- ❌ Rush day-one launch at the cost of product stability
- ❌ Stay offline for 24 hours after launch
- ❌ Delete negative comments
- ❌ Repost the same product within one year
7.8 Learning materials
- One article fully explaining Product Hunt product cold start
- Luo Baishun's Product Hunt guide on Notion
8. Dev.to Operations SOP
8.1 One-sentence methodology
Dev.to is "a lower-threshold version of Show HN + a developer-vertical version of Medium", the friendliest platform for nurturing accounts with technical content.
8.2 Platform mechanism
| Reaction | Meaning | Algorithm weight |
|---|---|---|
| ❤️ Like | Like | Medium |
| 🦄 Unicorn | Unique/Useful | High |
| 🔖 Bookmark | Save | Extremely high (strong signal) |
| 🔥 Fire | Awesome | High |
| 🙌 Hands | Applause | Medium |
Each article can have at most 4 tags,the first tag determines the main recommendation feed.
8.3 Friendlier than HN
- ✅ New accounts can publish articles immediately(new HN accounts cannot do Show HN)
- ✅ Articles can contain external links
- ✅ Comments can be posted freely, no karma threshold
- ✅ GitHub OAuth login,no reCAPTCHA
- ✅ Email verification not mandatory
8.4 Recommended registration path
- Prepare a GitHub account (nurtured for 30+ days, with 1–2 commits history)
- Log in to Dev.to using that GitHub account
- Complete profile (avatar, bio, skill tags, personal website)
- Immediately follow 50–100 relevant tags + well-known authors
8.5 6 content types most likely to hit the homepage
| Type | Example | Difficulty |
|---|---|---|
| Tutorial | "How I built X with Y" | ★★ |
| Comparison | "X vs Y: which to choose in 2026" | ★★ |
| Lessons learned | "5 things I wish I knew before [tech]" | ★ |
| Build in public | "Building [product]: month 1 update" | ★★ |
| Tool review | "I tried [tool] for 30 days. Here's the truth" | ★★ |
| Beginner guide | "[Topic] explained for absolute beginners" | ★ |
8.6 Iron rules for titles
- 50–100 characters
- Specific numbers + time + tool names
- First word is a strong verb
- No marketing words ("amazing", "ultimate", "best")
Example:
- ✅
How I cut my Claude Code token usage by 70% in 3 days - ❌
Amazing AI tool changed my life
8.7 3 compliant ways to promote your own product
A. Naturally lead into it at the end of a Tutorial(best): full article of solid technical content, ending with "If you're using Claude Code, I packaged this whole flow as a Skill" B. List it in the Tools section(neutral): list your own product alongside others when listing tools C. Showcase it in a full article(transparent disclosure): "Full disclosure: this is my product"
8.8 90-day rhythm for a single account
| Phase | Days | Actions | Expected followers |
|---|---|---|---|
| Launch | 1-7 | Complete profile + publish 1 lessons learned article | 0-50 |
| Acceleration | 8-30 | 2 articles per week + comment on 5 articles/day | 100-500 |
| Thematization | 31-60 | Lock in 1–2 tags to focus deeply on | 500-2k |
| Monetization | 61-90 | Start adding product links at the end of articles | 2k-5k |
8.9 Cross-post matrix (killer move)
原文写在 Dev.to(主战场)
↓ canonical_url = Dev.to 原文
同步到 Medium → Hashnode → 自己博客(GitHub Pages / Astro / Next.js)
Tools: Crosspost.it / Hashnode built-in / Medium API
One Dev.to article can be broken down into:
- 1 synchronized Medium / Hashnode article
- 1 Twitter thread (10–15 tweets)
- 3–5 Shorts / TikTok short video scripts
- 1 Newsletter
- N Reddit / HN comment citations
8.10 Red lines
- ❌ Clickbait + advertorial (taken down by mods)
- ❌ Entire article is just product introduction + CTA
- ❌ Repeatedly posting about the same product in the short term (spam)
- ❌ Mutual upvoting in comments (multi-account interaction from the same IP)
9. Cross-platform universal risk control
9.1 Biggest risks for matrix accounts
- Mass bans: X / TikTok anti-cheating bans all accounts under an entire IP / browser fingerprint at once
- Phone number contamination: one phone number gets banned → accounts registered with it automatically enter sandbox
- Payment tracing: upgrading Premium with the same credit card → all accounts are linked
- shadowban: karma stops growing, comments are invisible to others → stop immediately, do not touch for 3 months
- dang warning(HN): private message warning → stop immediately + take manual control
9.2 Universal countermeasures
- Infrastructure isolation: 1 Google = 1 channel/account = 1 browser = 1 IP (residential proxy)
- Human-like rhythm: random comment intervals of 5–60 minutes, do not distribute evenly
- Differentiated personas: each account has its own sub-topic
- Never post links to the same domain: 10 accounts collectively promoting tokrepo will be identified as coordinated
- Monitor anomalies: self-check via r/ShadowBan, monitor with TubeBuddy / VidIQ
- If it doesn't work after 6 hours, give up
10. Tools and resources checklist
Essential
- AgentMail(agentmail.to,YC S25)
- Chrome DevTools MCP
- Claude Code + Claude $200 membership
- TweetDeck(X Pro)
- Buffer / Hootsuite / Typefully
Matrix operation
- AdsPower / Multilogin / GoLogin(fingerprint)
- Bright Data / Soax(residential proxy)
- TubeBuddy / VidIQ(YouTube SEO)
Data monitoring
- redditmetis.com: analyze any account's activity and karma sources
- r/ShadowBan: detect if you are shadowbanned
- subredditstats.com: see sub active time periods
- Plausible / Fathom: monitor referral traffic
- YouTube Studio API: pull channel data
11. Index of Wang Kai's original posts
| Post | Date | Platform | Core viewpoint |
|---|---|---|---|
| #399 | 2023-08-28 | Full | Three steps for going overseas: PH launch first + AI directory sites + project's own propagation |
| #412-#422 | 2023-09 | PH | Full FastFacts failure postmortem |
| #439 | 2023-09-25 | (IM) | WhatsApp abandoned → Telegram |
| #600 | 2024 | Real-person Twitter accounts are effective for tech recruitment | |
| #685 | 2024 | PH | Mindset shift in CryptoZenith second launch |
| #698 | 2024-08 | Overseas information source checklist | |
| #711 | 2024-08-22 | Research golden channels + first proposal of iron rules for AI writing | |
| #722 | 2024-09 | "Time will tell" | |
| #731 | 2024-09-13 | The hot section is the source of domestic viral materials | |
| #767 | 2024-10-17 | Quanta Quest repeated back-and-forth refining the philosophy | |
| #795 | 2024-11-19 | Claude ban incident validates need for data localization | |
| #1278 | 2026-03-11 | HN | Agent autonomous registration closed loop successfully run |
| #1322 | 2026-04-07 | YT | Polymarket as a topic source |
| #1326 | 2026-04-08 | Full | Turning point in multi-browser multi-account architecture thinking |
| #1329 | 2026-04-12 | YT | Claude Code video quality getting better and better |
| #1330 | 2026-04-13 | Full | Multi-platform account seeding + Claude Code content factory |
| #1331 | 2026-04-14 | Full | 10 computers × 5 browsers × 15 platforms roadmap |
12. Wang Kai says
"Reddit users are very good at identifying AI; Claude only does translation, not polishing."
"HN doesn't care if you're human or AI; it only looks at your account age and karma."
"PH is not a place to rush the leaderboard; it's a place to get free backlinks + validate product quality."
"The essence of YouTube matrix operations is not 'making more videos', but 'using AI to drive the cost of a single video down toward zero, then trading production capacity for probability'."
"Dev.to is the top choice for technical content matrix operations — friendlier than HN, more vertical than Medium, and has greater commercialization potential than Reddit."
"Any scheme that tries to skip account nurturing and post links in bulk will be instantly killed by anti-cheat systems."
References
- Wang Kai Overseas Promotion SOP and Overseas Multi-Account Matrix Practice - Main overseas promotion wiki (overview of this wiki)
- Wang Kai Multi-Agent Browser Matrix Architecture (v1.1 Practical Guide) - Multi-Agent matrix architecture (infrastructure for matrix platform accounts)
- Wang Kai Claude Code Terminal Workflow Methodology (Full Version) - Claude Code workflow (platform account automation)
- Wang Kai Product Failure Retrospective Collection - WhatsApp failure retrospective (IM platform selection comparison)
- Wang Kai AI Era Entrepreneurship Methodology and Business Judgment Framework - Entrepreneurship methodology (business logic of platform operations)