16-day current streak·34-day longest streak
Hi, I'm Bruce 👋 AI Agent / FDE engineer focused on production-ready agent workflows for high-noise, high-risk data systems. My background is in trading systems, on-chain data, and crypto infrastructure.…
Hi, I'm Bruce 👋
AI Agent / FDE engineer focused on production-ready agent workflows for high-noise, high-risk data systems.
My background is in trading systems, on-chain data, and crypto infrastructure.
Recently I have been building AI agent systems that combine RAG evidence, tool calling, structured output, eval harnesses, fallback handling, and observability.
Current Focus
- Production-ready AI Agent workflows
- RAG evidence and source-grounded outputs
- Tool calling / MCP-style integrations
- Eval harnesses, tracing, fallback, and run logs
- Market intelligence, prediction markets, and on-chain risk systems
Currently looking for
I'm open to AI Agent / FDE roles around:
- Agent Harness / Eval / Observability
- RAG + Tool Calling systems
- Financial/Crypto data workflows
- On-chain risk and automation safety
Featured Projects
Prediction Market Intelligence Agent
An AI research workflow for prediction markets.
It ingests market metadata, plans search queries, retrieves external sources, extracts YES/NO evidence, and generates structured research memos with citations, uncertainty, fallback reasons, latency, and cost tracking.
GhostGuard
Real-time observability for Polymarket market makers.
Verify CLOB fills against on-chain events and helps detect ghost fills, stale signatures, cancel race conditions, and backtest/production execution divergence.
Research & Playbooks
Awesome-FDE
A curated list of Forward Deployed Engineering resources, companies, skills, and playbooks.
I use this repository to track how AI-native FDE teams are evolving: customer discovery, solution design, agent workflow implementation, RAG, tool calling, eval, observability, deployment, and production readiness.
Why this matters
--- Most AI agents today handle text.My work focuses on agents that operate around markets, signatures, risk, and money — where wrong outputs can create real losses.
For these systems, the harness around the agent matters as much as the model itself:
- eval cases
- request tracing
- tool-call logs
- fallback reasons
- human review boundaries.
Stack
Python · FastAPI · LangGraph · RAG · Tool Calling · Structured Output · SSE · PostgreSQL · TypeScript · Next.js · Solidity · Rust · Go
X/Telegram: t.me/Iambaice x.com/Iambaice
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rs-builder-relayer-client ★ PINNED ⑂
rust client for Polymarket's Builder Relayer API — gasless on-chain operations (redeem, approve, split, merge) with batch support
★ 0 2mo agoExplain → -
Awesome-FDE ★ PINNED
A curated list of resources, companies, and skills for Forward Deployed Engineers (FDEs)
★ 71 11d agoExplain → -
Agent-Engineering-Stack ★ PINNED
A progressive technical stack and engineering blueprints for building production-ready Agentic systems
Python ★ 1 4d agoExplain → -
awesome-solana-smart-contracts
Everything Solana Smart Contract. Every Protocol. One Place
★ 2 11mo agoExplain → -
sui_dex
An AMM-inspired DEX built with Sui Move. Swap tokens, provide liquidity, and earn LP rewards .
TypeScript ★ 1 1y agoExplain → -
ai-agent-toolkit
No description.
Python ★ 1 12d agoExplain → -
test-rs-polymarket-builder-relayer-sdk
No description.
Rust ★ 1 2mo agoExplain → -
Movevm-Agent-Chain
AI-Agent-driven programmable blockchain built on MoveVM.
Rust ★ 1 1y agoExplain → -
sui-move-kit
CLI toolkit for building and deploying Move smart contracts on the Sui blockchain, written in Rust.
Rust ★ 1 1y agoExplain → -
crypto-indexer-rs
Build an off-chain indexer that listens to a blockchain (e.g. Solana, Sui, Ethereum), extracts specific events (e.g. swaps, mints, lending actions), stores them in a database, and exposes them via an API or metrics dashboard.
Rust ★ 1 1y agoExplain → -
solana-lending-lite
Supply, borrow, and liquidate assets trustlessly on Solana – powered by Anchor and real-time oracles.
TypeScript ★ 1 1y agoExplain → -
mirror-defi-docs
No description.
★ 1 3y agoExplain → -
awesome-move ⑂
learn move by practice
★ 1 3y agoExplain → -
A16Z-Crypto-Startup-Course-Notes
No description.
★ 1 2y agoExplain → -
zk-notes
No description.
★ 1 3y agoExplain → -
blockchainlittlebook.com ⑂
区块链小白书
★ 1 5y agoExplain → -
lottory-contract
No description.
JavaScript ★ 1 3y agoExplain → -
ai-character-chat
No description.
TypeScript ★ 0 7d agoExplain → -
libaice
my personal profile repository
★ 0 13d agoExplain → -
OpenHarness ⑂
"OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!"
★ 0 15d agoExplain → -
ctf-exchange-v2 ⑂
Polymarket CTF Exchange v2
Solidity ★ 0 1mo agoExplain → -
libaice.github.io
No description.
MDX ★ 0 2mo agoExplain → -
perp-protocol
Modular and upgradeable DeFi protocol for perpetual futures trading. Built with Solidity, Diamond Standard (EIP-2535), and multi-collateral support. Designed for speed, flexibility, and on-chain composability.
Solidity ★ 0 1y agoExplain → -
Awesome-Prediction-Market-Tools ⑂
A curated list of Prediction Market Tools - AI Agents, Analytics, APIs, Dashboards, Copy Trading, Alerting, Tracking and More!!
★ 0 3mo agoExplain → -
orderbooktrade-yellow-app
No description.
TypeScript ★ 0 4mo agoExplain → -
defi-fork-bugs ⑂
Bugs in commonly forked DeFi protocols
★ 0 2y agoExplain → -
rst-to-ipynb ⑂
Convert .rst to .ipynb
TeX ★ 0 1y agoExplain → -
anchor-rust-test-template
No description.
Rust ★ 0 1y agoExplain → -
soonlend-contract
No description.
Rust ★ 0 1y agoExplain → -
Trip-Agent-Advisor
No description.
TypeScript ★ 0 1y agoExplain → -
move_project
No description.
Move ★ 0 1y agoExplain → -
DefiLlama-Adapters ⑂
No description.
JavaScript ★ 0 1y agoExplain → -
dimension-adapters ⑂
No description.
TypeScript ★ 0 1y agoExplain → -
sol_crud_contract
No description.
JavaScript ★ 0 1y agoExplain → -
balance
No description.
TypeScript ★ 0 1y agoExplain → -
reth ⑂
Modular, contributor-friendly and blazing-fast implementation of the Ethereum protocol, in Rust
★ 0 1y agoExplain → -
voting-dapp
No description.
TypeScript ★ 0 1y agoExplain → -
developer-bootcamp-2024 ⑂
No description.
★ 0 1y agoExplain → -
example
No description.
★ 0 1y agoExplain → -
ton-amm-dex ⑂
FunC decentralised exchange (DEX) for the The Open Network (TON)
★ 0 1y agoExplain → -
OnChainNftTutorial ⑂
Contains Smart Contracts and scripts for launching NFT collection with onChain metadata.
★ 0 1y agoExplain → -
tonJetton ⑂
onchain jetton contract on ton
★ 0 1y agoExplain → -
ton-01-my-counter
No description.
TypeScript ★ 0 1y agoExplain → -
ton-09-jetton
No description.
TypeScript ★ 0 1y agoExplain → -
ton-10-nft
No description.
TypeScript ★ 0 1y agoExplain → -
ton-07-hashmap-dict
No description.
TypeScript ★ 0 1y agoExplain → -
ton-05-address-saver
No description.
TypeScript ★ 0 1y agoExplain → -
ton-03-proxy
No description.
TypeScript ★ 0 1y agoExplain → -
ton-contract
No description.
TypeScript ★ 0 1y agoExplain → -
ton-speedrun
No description.
★ 0 1y agoExplain → -
damn-vulnerable-defi ⑂
The offensive security playground for the decentralized finances.
Solidity ★ 0 2y agoExplain → -
btc-staking-tool ⑂
No description.
★ 0 2y agoExplain → -
uniswap-staker ⑂
example to learn fuzz test , invariant test . etc
★ 0 2y agoExplain → -
1-horse-store
No description.
C++ ★ 0 2y agoExplain → -
awesome-zksync ⑂
↔️ A curated list of awesome zkSync resources
★ 0 2y agoExplain → -
Dapp-Learning ⑂
Dapp learning project for developers at all stages. Becoming and cultivating sovereign individuals. Nonprofit organization.
★ 0 2y agoExplain → -
uniswapv3_clone
No description.
Solidity ★ 0 2y agoExplain → -
foundry-upgrades-test
No description.
Solidity ★ 0 2y agoExplain → -
sig_verify
No description.
Solidity ★ 0 2y agoExplain → -
POC_Test_2024
No description.
Solidity ★ 0 2y agoExplain → -
learn-yul-assembly-code
No description.
Solidity ★ 0 2y agoExplain → -
learn-Yul-Assembly ⑂
No description.
★ 0 2y agoExplain → -
8-vault-guardians-audit ⑂
No description.
Solidity ★ 0 2y agoExplain → -
7-boss-bridge-audit ⑂
No description.
Solidity ★ 0 2y agoExplain → -
6-thunder-loan-audit ⑂
No description.
Solidity ★ 0 2y agoExplain → -
5-t-swap-audit ⑂
No description.
Solidity ★ 0 2y agoExplain → -
4-puppy-raffle-audit ⑂
No description.
Solidity ★ 0 2y agoExplain → -
updraft-audit-data
take notes from updraft audit course
★ 0 2y agoExplain → -
sc-exploits-minimized ⑂
A repo to showcase web3 hacks
Solidity ★ 0 2y agoExplain → -
fuzz-example
No description.
Solidity ★ 0 2y agoExplain → -
uniswap-resources ⑂
All things Uniswap
★ 0 2y agoExplain → -
ChatGPT-Next-Web ⑂
A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。
★ 0 2y agoExplain → -
ethernaut-foundry
No description.
Solidity ★ 0 2y agoExplain → -
secureum
No description.
★ 0 2y agoExplain → -
move-coin
No description.
Move ★ 0 3y agoExplain → -
BuyMeACoffee-contracts
No description.
JavaScript ★ 0 3y agoExplain → -
alchemy-nftgallery
No description.
JavaScript ★ 0 3y agoExplain → -
theauditorbook ⑂
The Auditor Book
★ 0 2y agoExplain → -
sherlock-2023-07-kyber-swap
No description.
TypeScript ★ 0 2y agoExplain → -
foundry-hardhat
intergate hardhat into foundry framework
TypeScript ★ 0 2y agoExplain → -
forge-test-utils
Full workspace, test utils for foundry
Solidity ★ 0 2y agoExplain → -
2023-06-real-wagmi
No description.
Solidity ★ 0 2y agoExplain → -
huff-template
No description.
Solidity ★ 0 2y agoExplain → -
2023-08-shell ⑂
No description.
★ 0 2y agoExplain → -
Smart-Contract-Auditor-Tools-and-Techniques ⑂
This repo contains a comprehensive list of smart contract auditor tools and techniques that can be utilized by both smart contract auditors and blockchain developers for developing secure smart contracts
★ 0 2y agoExplain → -
lens-shardcn
A forked project from Nadar to learn about Nextjs, Lens SDK and UI layout
TypeScript ★ 0 2y agoExplain → -
arseeding-upload-frontend
No description.
JavaScript ★ 0 2y agoExplain → -
arseeding-demo
No description.
JavaScript ★ 0 2y agoExplain → -
YoutubeGPT
A fancy idea that I can engage with individuals on YouTube in real time, whether they are historical figures like Richard Nixon, or famous singer like Michael Jackson.
TypeScript ★ 0 2y agoExplain → -
langchain-TS-Scripts
Learning langchain Ts docs, run code examples, and learn other dependecy test script
TypeScript ★ 0 2y agoExplain → -
ar-intel-exchange
A market to exchange data ,intel, and insignt, powered by Arweave arseeding data storage and everpay payement
TypeScript ★ 0 2y agoExplain → -
chat-with-docs
A coding demo to interact with Langchain, PineConeDB and OpenAI
TypeScript ★ 0 2y agoExplain → -
typeScript-Test-Template
TSM test
TypeScript ★ 0 2y agoExplain → -
Ts-scripts
Learning different nodejs dependencies notebook, Not Commercial Use .
JavaScript ★ 0 2y agoExplain → -
sample-nextjs
No description.
JavaScript ★ 0 2y agoExplain → -
web3-creator
No description.
TypeScript ★ 0 2y agoExplain → -
PDF-audible
No description.
★ 0 2y agoExplain → -
promptopia
No description.
JavaScript ★ 0 2y agoExplain → -
planet
No description.
Go ★ 0 3y agoExplain → -
Looping-protocol
No description.
JavaScript ★ 0 3y agoExplain → -
cosmjs-demo ⑂
create local chain and use cosmjs api
TypeScript ★ 0 3y agoExplain → -
EventLens
No description.
Solidity ★ 0 3y agoExplain → -
BootCamp ⑂
No description.
★ 0 3y agoExplain → -
Bot ⑂
🤖 ETH MEV-BOT for 🥪 sandwich attack on Uniswap 🦄: A Maximal Extractable Value (MEV) Solidity Sandwich BOT 🤑 that allows deployers of contract 📄 to take profits 💰 from tokens 🪙. A 🤖 MEV bot is an arbitrage 🔀 tool that sniffs 🔍 the Mempool 🌐 for pending transactions ⏳ on decentralized exchanges like Uniswap 🦄.Make money with MevBot .
Solidity ★ 0 3y agoExplain → -
lens-app
No description.
TypeScript ★ 0 3y agoExplain → -
cosmos-homework
Used to store the homework for the second phase of the Cosmos Developer Course.
★ 0 3y agoExplain → -
zkshanghai-workshop
No description.
★ 0 3y agoExplain → -
Auto-GPT ⑂
An experimental open-source attempt to make GPT-4 fully autonomous.
★ 0 3y agoExplain → -
token-volume-analysis
No description.
JavaScript ★ 0 3y agoExplain → -
baice-xyz-blog-store
No description.
★ 0 3y agoExplain → -
discord-bot-tool
No description.
Python ★ 0 3y agoExplain → -
ok-set-price
No description.
JavaScript ★ 0 3y agoExplain → -
styled-evm-address
No description.
Python ★ 0 3y agoExplain → -
flashpool-aptos-docs
No description.
★ 0 3y agoExplain → -
express-backend
No description.
JavaScript ★ 0 3y agoExplain → -
WTF-CSS ⑂
WTF CSS教程，总结/搬运自MDN CSS教程，帮助新人快速入门CSS，并写出Uniswap页面和NFT铸造页面。
★ 0 3y agoExplain → -
webapp
No description.
TypeScript ★ 0 3y agoExplain → -
hhproject
No description.
TypeScript ★ 0 3y agoExplain → -
Nextjs-Wagmi-Template ⑂
Nextjs wagmi rainbowkit
★ 0 3y agoExplain → -
hell0-rainbow-kit
No description.
CSS ★ 0 3y agoExplain → -
hello_foundry
No description.
Solidity ★ 0 3y agoExplain → -
main
No description.
Solidity ★ 0 3y agoExplain → -
token-purchase
No description.
★ 0 3y agoExplain → -
nft-image-metadata-generator ⑂
No description.
★ 0 4y agoExplain → -
reentrancy-attacks ⑂
A chronological and (hopefully) complete list of reentrancy attacks to date.
★ 0 3y agoExplain → -
damn-vulnerable-defi-solution ⑂
No description.
★ 0 3y agoExplain → -
the-weirdo
No description.
JavaScript ★ 0 3y agoExplain → -
nft-deploy-tool
No description.
JavaScript ★ 0 3y agoExplain → -
downpaynent-docs
downpaynent docs of aggregating NFT exchanges
Solidity ★ 0 3y agoExplain → -
DeFiHackLabs ⑂
Reproduce DeFi hack incidents using Foundry.
★ 0 3y agoExplain → -
nft-marketplace-typescript
No description.
TypeScript ★ 0 3y agoExplain → -
nft-marketplace ⑂
NFT Marketplace on Ethereum Blockchain based on course. Made in React/Next JS, Solidity and Typescript.
★ 0 4y agoExplain → -
merkle-root-whitelist
No description.
JavaScript ★ 0 3y agoExplain → -
worldcup-nft
No description.
TypeScript ★ 0 3y agoExplain → -
nft-minting-dapp
No description.
JavaScript ★ 0 3y agoExplain → -
os-seaport ⑂
Seaport is a marketplace protocol for safely and efficiently buying and selling NFTs.
Solidity ★ 0 3y agoExplain → -
selling-nft
No description.
JavaScript ★ 0 3y agoExplain → -
ethers-wallet
No description.
JavaScript ★ 0 3y agoExplain → -
minting-dapp-frontend
No description.
★ 0 3y agoExplain → -
solidity-examples ⑂
example contracts
★ 0 3y agoExplain → -
pugg-service
No description.
Java ★ 0 3y agoExplain → -
oz-upgrable
No description.
★ 0 3y agoExplain → -
dapptools ⑂
Dapp, Seth, Hevm, and more
★ 0 3y agoExplain → -
vault-v1-core ⑂
No description.
★ 0 4y agoExplain → -
nft-contracts
No description.
Solidity ★ 0 3y agoExplain → -
bull-board ⑂
🎯 Queue background jobs inspector
★ 0 3y agoExplain → -
hardhat-nft
No description.
★ 0 3y agoExplain → -
hh-use
No description.
JavaScript ★ 0 3y agoExplain → -
README ⑂
README文件语法解读，即Github Flavored Markdown语法介绍
★ 0 5y agoExplain → -
substrate-proof-of-existence ⑂
Proof of Existence Blockchain built on Parity's Substrate
★ 0 4y agoExplain → -
substrate-node-template ⑂
A new FRAME-based Substrate node, ready for hacking.
★ 0 3y agoExplain → -
nextjs-lottery-fronted
No description.
JavaScript ★ 0 3y agoExplain → -
simple-html-contract
No description.
JavaScript ★ 0 3y agoExplain → -
eumn-trait
No description.
Rust ★ 0 3y agoExplain → -
u32-list-sum
No description.
Rust ★ 0 3y agoExplain → -
print-area
No description.
Rust ★ 0 3y agoExplain → -
tcp-demo
No description.
Rust ★ 0 3y agoExplain → -
hardhat-fund-me
No description.
JavaScript ★ 0 3y agoExplain → -
express-demo
No description.
★ 0 4y agoExplain → -
ethersjs-simple-storage
No description.
JavaScript ★ 0 4y agoExplain → -
hardhat-play-fcc
No description.
JavaScript ★ 0 4y agoExplain → -
rust-lang-code
recode https://doc.rust-lang.org/book/ learning notes
Rust ★ 0 4y agoExplain → -
full-blockchain-solidity-course-js ⑂
Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript
★ 0 4y agoExplain → -
builder-register ⑂
用于社区成员登记
★ 0 4y agoExplain → -
dapp-tools-list
No description.
★ 0 2y agoExplain → -
defi-bot ⑂
Tutorial for building DeFi arbitrage bots
★ 0 4y agoExplain → -
ontology-explorer ⑂
Ontology blockchain explorer
★ 0 4y agoExplain → -
MicroService
No description.
Vue ★ 0 5y agoExplain → -
VoteSystem
No description.
★ 0 5y agoExplain → -
learning-area ⑂
Github repo for the MDN Learning Area.
★ 0 6y agoExplain →
No repos match these filters.