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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…
Been cooking up this for a while behind the scenes
Introducing PolyMAXR, Automate your @Polymarket trades.
· Scans across hundreds of markets
· 9 strategies from safe to degen
· Smart filters for liquidity, spread, and volume
· Profits taken automatically at 4 levels (+5%, +10%, +15%, +20%)
· Trailing stop triggers at +10% and exits on a 5% drop from peak
· 26 position checks daily
· Paper trading built in & much more
PolyMAXR prints while you sleep 😴 COMING SOON
Going live soon
Introducing PolyMAXR, Automate your @Polymarket trades.
· Scans across hundreds of markets
· 9 strategies from safe to degen
· Smart filters for liquidity, spread, and volume
· Profits taken automatically at 4 levels (+5%, +10%, +15%, +20%)
· Trailing stop triggers at +10% and exits on a 5% drop from peak
· 26 position checks daily
· Paper trading built in & much more
PolyMAXR prints while you sleep 😴 COMING SOON
Sami retweeted
⚡ 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 ⚡️
Sami retweeted
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 ⚡️
Sami retweeted
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…
Sami retweeted
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-…
Sami retweeted
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)
Sami retweeted
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
MegaFi testnet is now LIVE on @MegaETH
→ testnet.megafi.app
Every action you perform earns XP tied directly to your wallet address & carries over to mainnet.
Top 3 testpilots on the leaderboard will be airdropped the MegaFi Ultra OG NFT, unlocking:
⚡️ 100% fee rebates (1 Year)
⚡️ 2× XP multiplier (1 Year)
⚡️ Exclusive & early access to the next phase of the MegaFi ecosystem
How to Participate:
1️⃣ Follow X → x.com/megafi_app
2️⃣ Join Discord → discord.gg/EFTrPCREfZ
3️⃣ Go to → testnet.megafi.app
4️⃣ Claim testnet $MFI + $ETH via faucet
5️⃣ Perform swaps or add liquidity/create pools
6️⃣ Tell us about your experience or what we can improve on this post
All actions are being tracked on the leaderboard
→ testnet.megafi.app/leaderboa…
We welcome all early testers, your feedback and participation are essential in shaping MegaFi for mainnet. Auto-Pools (ALM) & Hedge coming soon
Thank you for being a part of our becoming ⚡️
Sami retweeted
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…
Sami retweeted
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…
Sami retweeted
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)
Sami retweeted
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…
Sami retweeted
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 ⚡️
Sami retweeted
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 ⚡️
Sami retweeted
Sick
gmegaa did anyone know how to stop @megafi_app speed? i think no one can beat it so count day still going did u want miss it?
Sami retweeted
just done with my gravity on wall for @megafi_app , so what ur thinks? looks good or nah?
