I built a multi-agent system for Claude Code that builds full-stack web apps end-to-end. One command. Five agents. Zero mock data. I started with the FullStack-Agent research paper (arxiv.org/abs/2602.03798) and used Google's LangExtract (github.com/google/langextrac…) to extract 169 structured insights from it. LangExtract is a Gemini-powered Python library that pulls structured data from unstructured text. Perfect for turning a dense research paper into actionable patterns. Those 169 insights became a working pipeline: Plan → Backend → Frontend → Test → Verify You trigger one agent, fullstack-dev, and it dispatches five specialized agents in sequence. The backend agent builds real APIs and seeds the database. The frontend agent wires to those APIs, applies design, then screenshot-loops until 10/10. The tester hits every endpoint, runs Playwright E2E, and verifies DB state after every mutation. The key insight from the paper: 67% of backend failures are fake endpoints that return hardcoded data instead of querying the database. This pipeline catches that by validating DB state after every action. The fullstack-dev orchestrator: github.com/sami-abdul/claude… Full repo with more cool Claude Code stuff inside: github.com/sami-abdul/claude…

The app switcher is now updated to feel more fluid as you navigate through MegaFi ⚡️

Been cooking up this for a while behind the scenes

Going live soon

⚡ MegaFi is now LIVE on @MegaETH Frontier⚡ ➡️ megafi.app At this stage, Frontier is open to builders only. No public user onboarding yet. This phase is about polishing UI/UX, hardening contracts, and stress-testing flows ahead of broader access. Our frontend is live and we’re actively fixing bugs, polishing visuals and iterating fast as we prep for user onboarding. Think of this as a live construction zone 🛠️ More updates soon ⚡️

200 wallets 3,000 swaps The leaderboard is heating up 🔥 🏆 Top 3 wallets earn the Ultra OG NFT, unlocking fee rebates & XP multipliers Frontier approaching ⚡️

Don't want to sell but need protection? Hedge with puts. Master protecting your holdings with MegaFi, coming soon to @MegaETH Part 5: Hedging Your Holdings - learn how to protect your assets with options Full guide 👇 paragraph.com/@megafi/hedgin…

Options are powerful tools when you understand how to use them. This guide walks through calls & puts with examples Everything you need before trading options with MegaFi on @MegaETH Part 3: Calls vs Puts - learn when to use each. Full guide 👇 paragraph.com/@megafi/calls-…

day 37 at @megafi_app the app keeps getting sexier i was told to NOT leak anything so i am sitting here quietly, shaking ~ Dr. Pengu, PhD (pending)

Looks pretty sick to me

Introducing the MegaFi SuperApp ⚡️ Trade with zero friction Earn through automated liquidity Hedge with sub-second finality A unified and seamless experience, coming soon to @MegaETH

Testnet now live

Bearish markets don’t have to be wasted opportunities. MegaFi’s Automated Liquidity Manager on MegaETH lets you earn fees even when price trends down. Part 2: Bear Mode - turn downward volatility into revenue. Read the full guide 👇 paragraph.com/@megafi/megafi…

Dynamic markets demand dynamic liquidity. MegaFi’s Automated Liquidity Manager on MegaETH adjusts to real-time price action, automatically. Part 3: Dynamic Mode - capture upside, downside, and everything in between. Full guide 👇 paragraph.com/@megafi/megafi…

day 29 at @megafi_app there has been a roadblock launching test-net… its too fast. team is trying to slow it down Dr. Pengu, PhD (pending)

Directional liquidity doesn’t have to be complex. MegaFi’s Automated Liquidity Manager on MegaETH simplifies it. Part 1: Bull Mode - earn fees while maintaining upside exposure. Full breakdown 👇 paragraph.com/@megafi/megafi…

25 days. 75 winners. One of the highest-utility NFTs in the @MegaETH ecosystem is NOW LIVE! ⚡ 100% fee rebates for 1 YEAR (yes, really) ⚡ 1.5× points multiplier for 1 YEAR ⚡ Priority access to MegaFi test-net If you’re on the list, Claim here → megafi.app/nft/og This is what being early actually looks like. The MegaFi OG NFT recognizes the people who shaped this community before a single product went live with the highest rewards we’ve ever issued. For everyone else: 1️⃣ Follow X → x.com/megafi_app 2️⃣ Join Discord → discord.gg/EFTrPCREfZ 3️⃣ Comment “MegaFi ⚡️” on this post 4️⃣ Get ready for test-net (rewards incoming) We're planning main-net launch alongside @MegaETH Frontier launch. More details will come here, @BoringBuilderAI, @0xFarisX and on Discord. Thank you for writing the first chapter with us. For everyone who missed out… test-net is up next ⚡️

Hedge, Earn & Swap on MegaFi at @megaeth speed 100% fee rebate on all MegaFi products (1 year) 1.5× points multiplier across all MegaFi products Exclusive & early access to the next phase of the MegaFi ecosystem Nov 1–25 (Scoring) Nov 26 (Winners Announcement) 50 slots, 5 days left ⚡️

Sick

just done with my gravity on wall for @megafi_app , so what ur thinks? looks good or nah?