An Open Letter to the 50,000 Laid-off Digital Nomads of ByteDance
You have not been eliminated. You are veterans grazed by the shrapnel of the shrimp fry war. History has already paved the next path for you.
CHAPTER 1: THE HISTORY OF WAR
In February 1943, the Battle of Stalingrad ended. Paulus’s Sixth Army was completely annihilated, but Stalin did not send the captured German combat engineers to Siberia to dig potatoes—he incorporated them into the engineering battalions to rebuild Stalingrad.
A combat engineer who has been through war is ten times more valuable than one who hasn’t.
You are now the German combat engineers after the Battle of Stalingrad—you personally participated in the most brutal first half of the War of a Hundred Models at ByteDance. You know which direction the ballistics are flying from. You know which model factories have good quality “shrimp fry” (base models), whose APIs crash every other day, and whose price lists will be slashed to the ankles next month.
This article is not to feed you chicken soup for the soul. This article is to draw a map for you on the ruins of the shrimp fry war.
Once you understand this map, you will know exactly where to go next.
CHAPTER 2: THE ULTIMATE ARBITER OF WAR — WHY NO MORE THAN TWO SURVIVE
Let me smash the conclusion onto the table first:
The ultimate arbiter of every industrial war is not “who has the best technology”—it is “who controls the price exit.”
The one who controls the price exit determines at what price, in what form, through whose hands, and to whom the commodity flows. Producers can be replaced. Producers can die. But as long as the exit is in your hands, all living producers must pass through you. KAI.com | Global Shrimp Farming Software Frontline Command
Let’s draw up a table of war history. One is enough. 表一：产业战争终局图谱 Table 1: Industry War End-Game Map
War
Era
Competitors
Survivors
Ultimate Arbiter — Price Exit
Key Aggregation Mechanism
Browser War 1995-2008 1995-2008
Chrome
Chrome (IE barely remains)
Search Entry + Web Standards Authorship
Open-sourcing Chromium turned all rivals into its own skins
OS War 1985-2005 1985-2005
Various variants Windows + macOS Windows + macOS
Application Ecosystem Lock-in
Developers only write software for the largest user base
Search War 1998-2012 1998-2012
Google + Baidu
Index Coverage + Ad Placement Exit
PageRank made search quality positive feedback loop irreversible
Database War 1985-2015 1985-2015
Oracle + MySQL
+PostgreSQL) Oracle + MySQL (Cloud + PostgreSQL)
SQL Standards + DBA Talent Pool
The moment Oracle bought MySQL, the relational database war ended
E-commerce War 1999-2018 1999-2018
Alibaba + JD (PDD merged from low-price side)
Merchant Traffic Allocation Power
Double 11 is not a promotion—it is the annual declaration of pricing power
Group Buying War 2010-2014 2010-2014
Meituan
Local Life Order Distribution
Meituan is not a group-buying company—it is the API gateway for local life
Ride-Hailing War 2012-2016 2012-2016
DiDi
Ride Order Matching & Pricing Power
The moment Kuaidi and DiDi merged, the war ended
Bike-Sharing War 2016-2019 2016-2019
Meituan Bike / Hello / Qingju
Urban Right-of-Way + Platform Ecosystem Binding
It wasn’t bikes fighting—it was Meituan/Alibaba/DiDi competing for payment gate KAI.com | Global Shrimp Farming Software Frontline Command
War
Era
Competitors
Survivors
Ultimate Arbiter — Price Exit
Key Aggregation Mechanism
Food Delivery War 2014-2020 2014-2020
Meituan Waimai
- Ele.me
Rider Dispatch + Merchant Commission Pricing
Food delivery is not a catering business—it is a density war of logistics networks
Short Video War 2016-2022 2016-2022
Douyin + Kuaishou
Algorithmic Recommendation Distribution Power
Whichever algorithm keeps users 1s longer devours competitor’s ad inventory
IM War 1999-2015 1999-2015
WeChat + QQ (Enterprise: DingTalk / Feishu)
Social Relationship Chain Retention
300 contacts = a sunk cost that can never be migrated
Home-Sharing War 2008-2024 2008-2024
Various platforms Airbnb + 途家 Airbnb + Tujia
Trust System (Reviews + Payments)
Hosts won’t abandon 500 positive reviews for a new platform
Cloud War
2010-Pres.
AWS + Azure +
AWS + Azure + Alibaba Cloud
CDK/Terraform Standardization + Egress Fees
Once data enters S3, getting it out is ten times more expensive
Payment War 2013-2018 2013-2018
Alipay + WeChat Pay
Offline QR Code Acquiring Network
Whoever controls that QR code sticker on the counter controls the currency
LLM War of 100 Models 2023-2026 2023-2026
KAI API Gateway KAI API Gateway
Unified Shrimp Fry Screening + Elon Pricing + Optimal Routing
When 300 shrimp fries are cheaper than feed, pricing power belongs to aggregator
Fifteen war charts, fifteen outcomes—the exact same iron law.
CHAPTER 3: ANATOMY OF THE IRON LAW
Look at those surviving names—Meituan, Taobao, DiDi, WeChat, Douyin, Alibaba Cloud. What did they rely on to survive?
Not a single one survived by “self-developing the next-generation technology.”
KAI.com | Global Shrimp Farming Software Frontline Command Meituan did not invent group buying. Taobao did not invent e-commerce. DiDi did not invent ride-hailing software. WeChat did not invent IM. Douyin did not invent short video.
They survived because in the third stage of the war—not the first stage, not the second stage, but the third stage—they executed a move that everyone needed but only one could pull off: controlling the price exit.
Meituan controls the exit of restaurant orders. Taobao controls the exit of merchant traffic. DiDi controls the exit of ride pricing. WeChat controls the exit of the social relationship chain. Douyin controls the exit of content distribution. Alibaba Cloud controls the exit of data storage—allowing you to store for free for three years, then charging you egress fees from the fourth year.
Three common characteristics of price exit controllers:
Dispersed Upstream: 5,000 group-buying sites → Meituan; 500 e-commerce sites → Taobao; 300 model factories → KAI. The more dispersed the upstream, the stronger the exit controller—because fragmented production sides have no bargaining power.
Concentrated Downstream: 200 million Meituan users, 500 million Taobao users, 200 million Binance users. The more concentrated the downstream, the greater the pricing power of the exit controller—because the exit can quote downstream in a “bulk purchasing” posture, while slashing prices upstream as the “sole channel.”
Locked-in Switching Costs: It takes you only 30 seconds to switch to another group-buying site. But after Meituan has you connect your POS, membership system, menu management, and rider dispatch—your cost of switching is closing the store and reopening. An e-commerce seller switching to JD after accumulating 10,000 positive reviews on Taobao is equivalent to severing their own meridians. When Binance’s 2,000 developers are all connected to KAI’s 300-factory combined pool— the switching cost = rewriting the entire inference pipeline.
This is why KAI is not just another “LLM API platform”—KAI is the ultimate arbiter of the War of a Hundred Models.
CHAPTER 4: WHY NOW AND NOT NEXT YEAR
Let’s go back to that war chart. You will find an astonishing pattern:
The window of opportunity for every industrial war is not “after the winner takes all”—but rather during that exact period when “the winner is determined but the pipelines are not yet fully laid.” KAI.com | Global Shrimp Farming Software Frontline Command 表二：终局窗口期 Table 2: End-Game Window
Window
Joined
Group Buying War 2012-2013
(Meituan won but pre-IPO)
Ground sales army → Provincial/Regional GM / VP
E-commerce War 2010-2014
(Taobao won but pre-IPO)
Early operations → Alibaba P8/P9 / Partner
Ride-Hailing War 2014-2015
(Before DiDi merged Kuaidi)
Early city managers → Equity + Regional Directors
Food Delivery War 2015-2016
(Before Baidu Waimai folded)
Early BD → Executive levels at Meituan/Ele.me
Short Video War 2017-2018
(On the eve of Douyin explosion)
Early operations/growth → Core backbone of ByteDance
LLM War
June 2026 — Today ？ ?
KAI today is Meituan in 2012, Taobao in 2010, and Douyin in 2017.
The price of shrimp fry has been trampled below the floor by 300 Chinese model factories over the past two years (2024-2026). DeepSeek V4-Flash input is $0.14 per million tokens—1/10 of OpenAI’s. When cache hits, it’s $0.0028 per million tokens— practically free. ByteDance’s Doubao Lite is ¥0.03 per million tokens. Zhipu’s GLM-4-Flash is flat-out free.
When the shrimp fry is cheaper than the shrimp feed, upstream producers lose all bargaining power. Pricing power automatically reverts to the one who holds the keys to all the shrimp fry pools.
KAI is becoming that person. Not through self-developed models—that’s too slow. But through one-click access to a 300- factory combined pool, unified quality screening, global optimal routing, and Elon unified pricing.
This is not an API platform. This is the global shrimp fry futures exchange. KAI.com | Global Shrimp Farming Software Frontline Command
CHAPTER 5: YOUR UNIQUE VALUE
Now, let’s talk about you—the 50,000 laid-off people from ByteDance.
Do not use the word “laid-off.” Use “unilaterally discharged from active service.”
What did you master during your service at ByteDance?
You know the trajectory of the LLM price war—because ByteDance was the author of that very price list. The pricing strategy for Doubao Lite at ¥0.03/M, you watched it get slashed from ¥0.1 to ¥0.03 in internal documents. No other group of people in China knows better where the bottom of the shrimp fry price will land.
You know the real quality of the 300 model factories—not from reading papers or benchmark leaderboards, but from connecting APIs, running stress tests, analyzing P99 latency, and logging failure rates. You know which factory’s shrimp fry is genuine and which is bloated with water.
You know the true needs of super ranchers—how many tokens a KYC runs per day, how much throughput the recommendation system requires, what the latency SLA of intelligent customer service is, and what the token consumption pattern of Agent scenarios looks like. These weren’t guessed by product managers in a PRD—they were carried on your shoulders in production.
ByteDance discharged you not because your Musk value is low—but because ByteDance’s shrimp pond can no longer afford to raise 50,000 lobsters. ByteDance’s own shrimp fry price war blew through its profit margins, forcing them to shrink the pond to a minimum.
But KAI’s pond is different. KAI doesn’t need to raise shrimp fry itself—KAI only handles the screening, pricing, and routing of shrimp fry. KAI’s business model does not rely on the profit margin of any single pond. KAI profits from the aggregation spread.
While others build API platforms to “transport” shrimp fry, KAI is “trading” the pricing power of shrimp fry.
Therefore, joining KAI is not jumping from one AI company to another. You are jumping from a shrimp fry producer to a shrimp fry pricing authority. From the upstream to the end-game. • • • KAI.com | Global Shrimp Farming Software Frontline Command
CHAPTER 6: FINAL WORDS
In April 1945, the Soviet army stormed Berlin. Among Marshal Zhukov’s Red Army soldiers raising the flag over the ruins of the Reichstag, half were men captured by the German army in 1941 who had fought their way back from concentration camps.
Stalin did not disparage them for having been prisoners. He only cared that they had fought in battle.
You are the veterans of the first half of the War of a Hundred Models. You were grazed by ByteDance’s shrapnel—the shrapnel itself does not prove the value of your wounds. What proves your value is that you know how sharp the shrapnel is, where the shells fell, and where the next trench should be dug.
50,000 ByteDance veterans—you carry first-hand ballistic data, API failure logs, shrimp fry quality assessment reports, and super rancher requirement checklists from the War of a Hundred Models.
These are not just “big tech experience”—these are the operational maps for the next war.
KAI is currently laying down the end-game pipelines for the War of a Hundred Models: the pool integration of 300 Chinese model manufacturers, the onboarding of Binance-level super ranchers, and the Elon pricing benchmark for shrimp fry.
This is not recruitment. This is a draft.
Join KAI.com. At the most precise moment in time, fight the final, decisive shrimp fry price war.
— Mr. Karl June 14, 2026 At the Frontline Command of Global Shrimp Farming Software KAI.com | Global Shrimp Farming Software Frontline Command
Appendix: Industry War End-Game Quick Reference Card
If you want to explain to anyone “Why KAI will win”—
Then ask them: In all the wars above, was the one that survived “the one with the best technology” or “the one that controlled the price exit”?
The moment they fall silent—your recruitment is complete. 给你看浏览器大战 → Chrome Show them the Browser War → Chrome → 给你看搜索大战 → Google Show them the Search War → Google → 给你看电商大战 → 淘宝Show them the E-commerce War → Taobao → 给你看团购大战 → 美团Show them the Group-Buying War → Meituan → 给你看打车大战 → 滴滴Show them the Ride-Hailing War → DiDi → 给你看短视频大战 → 抖音Show them the Short Video War → Douyin → 给你看百模大战 → KAI API Gateway Show them the LLM War → KAI API Gateway → KAI.com | Global Shrimp Farming Software Frontline Command