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[@yq_acc](/creator/twitter/yq_acc)
"Here we go Chapter X. The oracle is the foundation. When it cracks everything above it crumbles. We've known this since February 2020. We've paid billions to learn it repeatedly. The only question is whether October 2025 was expensive enough to make us finally act on what we already know. In modern interconnected markets oracle design isn't just about data feedsit's about systemic stability. Get it wrong and $XX million can destroy $XX billion. Get it wrong repeatedly and you're not learning from history. You're just getting more expensive at repeating it. Thanks to the conversations with"  
[X Link](https://x.com/yq_acc/status/1977435073147478246) [@yq_acc](/creator/x/yq_acc) 2025-10-12T18:03Z 87.7K followers, 79K engagements


"Anyone looking for the third part"  
[X Link](https://x.com/yq_acc/status/1977307098800382223) [@yq_acc](/creator/x/yq_acc) 2025-10-12T09:35Z 87.7K followers, 9169 engagements


"Now we have X chapters. Chapter X Overview: Chapter X Depeg: Chapter X Oracle: Chapter X Market Maker: Chapter X ADL: Chapter X Hedge: If content is helpful feel free to rt/qt to share with more ppl. Thx"  
[X Link](https://x.com/yq_acc/status/1978800996689293674) [@yq_acc](/creator/x/yq_acc) 2025-10-16T12:31Z 87.7K followers, 23K engagements


"My observation and understanding on "How a Tariff Announcement Turned Into Crypto's $XX Billion Liquidation Cascade""  
[X Link](https://x.com/yq_acc/status/1977058883131916734) [@yq_acc](/creator/x/yq_acc) 2025-10-11T17:09Z 87.6K followers, 7183 engagements


"Readers may ask questions that why some mms had to pull off liquidity this time. One answer is that they ran delta-neutral strategies on both sides on perp and their short positions may be to close during the crash so they didn't have sufficient hedge protections for their long positions. Therefore it's more realistic for them to withdraw liquidity. Of course we can say why they didn't buy the dip to earn more. Cuz they didn't know when it's the bottom and they were not liquidity fund to risk their positions to do one-side long. There's one example in the article to check out. Case Study: The"  
[X Link](https://x.com/yq_acc/status/1978389387244429397) [@yq_acc](/creator/x/yq_acc) 2025-10-15T09:16Z 87.6K followers, 11.9K engagements


"Chapter X is a bit controversial and has unpopular opinions. Perpetual convert market risk into operational risks that correlate perfectly and trigger simultaneously during stress periods. Perpetual failed as hedging instruments when hedging was most needed. Perpetuals are powerful for directional speculation and professional trading. They provide essential market functions. But for hedging they are not perfect"  
[X Link](https://x.com/yq_acc/status/1978797774406828512) [@yq_acc](/creator/x/yq_acc) 2025-10-16T12:18Z 87.6K followers, 5509 engagements


"@babylonlabs_io @MorphoLabs Bring trustless BTC vaults to reality by @dntse and @baby_fisherman"  
[X Link](https://x.com/yq_acc/status/1978904459280257453) [@yq_acc](/creator/x/yq_acc) 2025-10-16T19:22Z 87.6K followers, XXX engagements


"@rudolf6_ This looks pretty like the ultimate solution for interop. Good work for @rudolf6_ @tkstanczak also all the contributors @lifiprotocol @OpenZeppelin @Uniswap @z0age @OffchainLabs @axelar @chainlink @LayerZero_Core @AcrossProtocol @RelayProtocol @Polymer_Labs"  
[X Link](https://x.com/yq_acc/status/1979075967357477360) [@yq_acc](/creator/x/yq_acc) 2025-10-17T06:44Z 87.6K followers, XXX engagements


"@0xMinhdonz @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Theres a social loss prevention"  
[X Link](https://x.com/yq_acc/status/1979433654217773235) [@yq_acc](/creator/x/yq_acc) 2025-10-18T06:25Z 87.7K followers, XXX engagements


"@0x_CryptoAu @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Haha"  
[X Link](https://x.com/yq_acc/status/1979433867674292723) [@yq_acc](/creator/x/yq_acc) 2025-10-18T06:26Z 87.7K followers, XXX engagements


"@Lena_dunhamm @cas_abbe @binance Ty"  
[X Link](https://x.com/yq_acc/status/1979490201677508901) [@yq_acc](/creator/x/yq_acc) 2025-10-18T10:10Z 87.6K followers, X engagements


"@AlterEgoCrisDM @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Added"  
[X Link](https://x.com/yq_acc/status/1979494674869125541) [@yq_acc](/creator/x/yq_acc) 2025-10-18T10:28Z 87.7K followers, XXX engagements


"@beingivish @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Ty"  
[X Link](https://x.com/yq_acc/status/1979532907124539510) [@yq_acc](/creator/x/yq_acc) 2025-10-18T12:59Z 87.7K followers, XXX engagements


"@0x_Todd Yeah tempo requires more distributions than tech right now. Payment biz is completely diff from running a pub l1 that need to attract more devs to bootstrap onchain eco"  
[X Link](https://x.com/yq_acc/status/1979569753720328359) [@yq_acc](/creator/x/yq_acc) 2025-10-18T15:26Z 87.7K followers, XXX engagements


"@danOBin4 @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Even faster than that"  
[X Link](https://x.com/yq_acc/status/1979433777559671060) [@yq_acc](/creator/x/yq_acc) 2025-10-18T06:26Z 87.7K followers, XXX engagements


"@Haoskionchain @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Ty"  
[X Link](https://x.com/yq_acc/status/1979433824204525870) [@yq_acc](/creator/x/yq_acc) 2025-10-18T06:26Z 87.7K followers, XXX engagements


"GUI vs Cli VS code/Cursor vs Vim/Emacs Dev friends do any of you still use cli like vim/emacs for coding or vibe coding It looks like young devs only use VS code now. I'm the old guy using vim"  
[X Link](https://x.com/yq_acc/status/1979535106584010942) [@yq_acc](/creator/x/yq_acc) 2025-10-18T13:08Z 87.7K followers, 3141 engagements


"Interesting algo. Havent tagged @BitMEX in previous tweets but ranked as #1 in the yapper board. There must be some magic here @cookiedotfun"  
[X Link](https://x.com/yq_acc/status/1979879149964759164) [@yq_acc](/creator/x/yq_acc) 2025-10-19T11:55Z 87.7K followers, 4196 engagements


"ZK is hard. Pico empowers devs with zero experience in zk to build zk apps. @no89thkey @brevis_zk"  
[X Link](https://x.com/yq_acc/status/1972880405868183890) [@yq_acc](/creator/x/yq_acc) 2025-09-30T04:25Z 87.7K followers, 16.6K engagements


"@eyeonchains @GarrettBullish Do you know why hes doing the trade on chain not via otc brokers"  
[X Link](https://x.com/yq_acc/status/1977221601843462191) [@yq_acc](/creator/x/yq_acc) 2025-10-12T03:55Z 87.7K followers, 46.6K engagements


"A lot of viewers asking if this is a coordinated attack on @binance @ethena_labs . I got some interesting findings in this new post @binance and @ethena_labs have reacted quickly to address the issues. @cz_binance @heyibinance @gdog97_ Please further investigate if it's under attack"  
[X Link](https://x.com/yq_acc/status/1977276621817270360) [@yq_acc](/creator/x/yq_acc) 2025-10-12T07:34Z 87.7K followers, 1857 engagements


"What's happening in crypto everyday Let's dig together at my TG channel Not Financial Advice: Any information shared is purely informational and not intended as investment guidance. Please do your own research"  
[X Link](https://x.com/yq_acc/status/1977279159044071922) [@yq_acc](/creator/x/yq_acc) 2025-10-12T07:44Z 87.7K followers, 22.1K engagements


"Dear friends thx for long waiting. Let's go with Chapter 4: liquidity vacuum. Today I turn to perhaps the most critical yet underappreciated aspect: how market makersthe entities supposedly providing market stabilitybecame primary catalysts in creating an unprecedented liquidity vacuum that transformed a manageable correction into a $XX billion catastrophe"  
[X Link](https://x.com/yq_acc/status/1977841370258923595) [@yq_acc](/creator/x/yq_acc) 2025-10-13T20:58Z 87.7K followers, 286.8K engagements


"Reminded by @BensonTWN @Arthur_0x I further explored the data points of @ethena_labs price at 9:18 pm UTC and 9:19 pm UTC on XX Oct across @binance @okx @Bybit_Official @bitgetglobal . XXXX - XXXX at 9:18 pm XXXX - XXXX at 9:19 pm It looks like mms withdrew the liquidity causing the liquidity vacuum and price drop across all these exchanges which also validates the points in the post"  
[X Link](https://x.com/yq_acc/status/1978138671531618777) [@yq_acc](/creator/x/yq_acc) 2025-10-14T16:39Z 87.7K followers, 62.9K engagements


"GM chads after X chapters I'm collecting more data and materials for Chapter 6: "perp is not perfect for hedging". If you have any real examples feel free to share in the comments or dm me. Also check the other pieces if missing any. Chapter X Overview: Chapter X Depeg: Chapter X Oracle: Chapter X Market Maker: Chapter X ADL:"  
[X Link](https://x.com/yq_acc/status/1978510591657714046) [@yq_acc](/creator/x/yq_acc) 2025-10-15T17:17Z 87.7K followers, 5835 engagements


"Here you go. Chapter X Hedging:"  
[X Link](https://x.com/yq_acc/status/1978798025268199428) [@yq_acc](/creator/x/yq_acc) 2025-10-16T12:19Z 87.7K followers, XXX engagements


"ASMR for perp and hedging"  
[X Link](https://x.com/yq_acc/status/1979226965849837631) [@yq_acc](/creator/x/yq_acc) 2025-10-17T16:44Z 87.7K followers, 3226 engagements


"Who has the best ADL(Auto-Deleveraging) Try out my ADL simulator at This includes @binance @okx @HyperliquidX @Aster_DEX @Bybit_Official @BitMEX @Lighter_xyz @edgeX_exchange @MEXC_Official @kucoincom @Gate @DriftProtocol @JupiterExchange Article is long but now you can just click and compare all ADLs across cex/dex. RT/QT to let more ppl to try it out now"  
[X Link](https://x.com/yq_acc/status/1979293718932050158) [@yq_acc](/creator/x/yq_acc) 2025-10-17T21:09Z 87.7K followers, 41.8K engagements


"Is it April Fools' Day today"  
[X Link](https://x.com/yq_acc/status/1979558243455365526) [@yq_acc](/creator/x/yq_acc) 2025-10-18T14:40Z 87.7K followers, 5001 engagements


"We need a better and public good @privy_io with self custody. In the future new users should use crypto/blockchain without a classic wallet like @MetaMask browser extension"  
[X Link](https://x.com/yq_acc/status/1979958715307712751) [@yq_acc](/creator/x/yq_acc) 2025-10-19T17:11Z 87.7K followers, 3020 engagements