# pinkpunk_research.eth

> 🌐 pinkpunk_research.eth | Web3-native narratives explorer, specialized in bot mechanisms and crypto storytelling. Unveiling on-chain insigh

## Recent Posts

- [Fast Isn’t Enough—How PinkPunk Improves Execution in Multi-chain Trading](https://paragraph.com/@pinkpunk-research-eth/fast-isn-t-enough-how-pinkpunk-improves-execution-in-multi-chain-trading)
- [Aggregators Lag. Bots Wait. Why PinkPunk Writes Its Own Routes](https://paragraph.com/@pinkpunk-research-eth/aggregators-lag-bots-wait-why-pinkpunk-writes-its-own-routes)
- [Wallet Model Upgrade: Making Sure You Never Miss a Trade Again](https://paragraph.com/@pinkpunk-research-eth/wallet-model-upgrade-making-sure-you-never-miss-a-trade-again)
- [Internal vs External Trading: PinkPunk's Dual Strategy on Raydium](https://paragraph.com/@pinkpunk-research-eth/internal-vs-external-trading-pinkpunk-s-dual-strategy-on-raydium)
- [Optimizing Price Feeds & Routes: A Hidden Edge for Meme Traders](https://paragraph.com/@pinkpunk-research-eth/optimizing-price-feeds-routes-a-hidden-edge-for-meme-traders)
- [BSC Infra Boost: Why We Built Our Own Bloxroute Node](https://paragraph.com/@pinkpunk-research-eth/bsc-infra-boost-why-we-built-our-own-bloxroute-node)
- [Sei Support Just Landed: PinkPunk Expands to Sailor, DragonSwap, and Symphony Routing](https://paragraph.com/@pinkpunk-research-eth/sei-support-just-landed-pinkpunk-expands-to-sailor-dragonswap-and-symphony-routing)
- [Why Do Most Meme Traders Lose More Than They Win?](https://paragraph.com/@pinkpunk-research-eth/why-do-most-meme-traders-lose-more-than-they-win)
- [Onchain Failures Reveal 3 Repeatable Betting Archetypes](https://paragraph.com/@pinkpunk-research-eth/onchain-failures-reveal-3-repeatable-betting-archetypes)
- [TG Bots Are No Longer Just Tools — They’re Becoming the Core Infrastructure of Meme Speculation](https://paragraph.com/@pinkpunk-research-eth/tg-bots-are-no-longer-just-tools-they-re-becoming-the-core-infrastructure-of-meme-speculation)
- [From “Order Execution Tool” to “Speculation Framework”: The New Bot Paradigm](https://paragraph.com/@pinkpunk-research-eth/from-order-execution-tool-to-speculation-framework-the-new-bot-paradigm)
- [Meme Bot Guide: A Practical List for Newcomers, Retail Traders & Emotional Degens](https://paragraph.com/@pinkpunk-research-eth/meme-bot-guide-a-practical-list-for-newcomers-retail-traders-emotional-degens)
- [Wrecked by Memes Again? At Least PinkPunk.Bot Won’t Fail ](https://paragraph.com/@pinkpunk-research-eth/wrecked-by-memes-again-at-least-pinkpunk-bot-won-t-fail)
- [What Did PinkPunk.Bot Get Right? A Comparison of 5 Leading Meme Bots](https://paragraph.com/@pinkpunk-research-eth/what-did-pinkpunk-bot-get-right-a-comparison-of-5-leading-meme-bots)

## Blog Information

- [Homepage](https://paragraph.com/@pinkpunk-research-eth/): Main blog page
- [RSS Feed](https://api.paragraph.com/blogs/rss/@pinkpunk-research-eth): Subscribe to updates

## Optional

- [All Posts](https://paragraph.com/@pinkpunk-research-eth/): Complete post archive
- [Sitemap](https://paragraph.com/@pinkpunk-research-eth/sitemap-index.xml): XML sitemap for crawlers