Trading Bot Development
We engineer institutional-grade algorithmic trading systems, low-latency execution engines, atomic MEV arbitrage pipelines, and automated market making (AMM) bots in Rust and C++. Our architectures leverage private RPC routing, Jito bundle submission on Solana, and deterministic risk management to achieve sub-millisecond execution with zero toxic slippage.
Core Capabilities
Sub-Millisecond Rust & C++ Execution Engines
- ■Zero-allocation asynchronous architectures built strictly on Rust Tokio and custom memory allocators
- ■Direct gRPC streaming ingestion via Solana Geyser (Yellowstone) and custom validator plugins
- ■Kernel-bypass networking (DPDK/eBPF) optimizing packet transmission to private validator nodes
- ■Deterministic local order book reconstruction with lock-free concurrent ring buffers
Atomic Arbitrage & Cross-DEX Routing
- ■Multi-hop topological route optimization across Raydium, Orca, Whirlpools, and Meteora
- ■Deterministic flash-swap integration executing complex arbitrage loops without capital lockup
- ■Sub-slot transaction sequencing capturing price discrepancies prior to state propagation
- ■Dynamic slippage tolerance calculations adjusting in real time based on pool depth and volatility
MEV Extraction & Jito / Flashbots Bundle Routing
- ■Direct Jito Block Engine bundle submission on Solana bypassing the public mempool entirely
- ■Flashbots and private builder relay integration on Ethereum preventing sandwich and front-running attacks
- ■Algorithmic tip-bidding strategies maximizing inclusion rate while protecting net profit margins
- ■Backrunning liquidation events and large pool swaps with atomic transaction bundling
Automated Market Making (AMM) & Grid Liquidity
- ■Dynamic Concentrated Liquidity (CLMM) bin management rebalancing tick ranges autonomously
- ■Inventory-skewed Avellaneda-Stoikov market making models minimizing adverse selection risks
- ■Automated fee compounding and continuous delta-hedging across spot and perpetual venues
- ■Custom grid-trading algorithms optimized for high-volatility token launches and pairs
Deterministic Risk Controls & Circuit Breakers
- ■Hardware-enforced position limits, maximum drawdown thresholds, and per-trade stop losses
- ■Real-time kill-switches halting execution automatically upon RPC desync or oracle divergence
- ■Automated wallet balance reconciliation detecting gas depletion and unexpected account state diffs
- ■Isolated non-custodial signing enclaves ensuring private keys never touch memory-unsafe processes
Sub-Millisecond Rust & C++ Execution Engines
- ■Zero-allocation asynchronous architectures built strictly on Rust Tokio and custom memory allocators
- ■Direct gRPC streaming ingestion via Solana Geyser (Yellowstone) and custom validator plugins
- ■Kernel-bypass networking (DPDK/eBPF) optimizing packet transmission to private validator nodes
- ■Deterministic local order book reconstruction with lock-free concurrent ring buffers
Atomic Arbitrage & Cross-DEX Routing
- ■Multi-hop topological route optimization across Raydium, Orca, Whirlpools, and Meteora
- ■Deterministic flash-swap integration executing complex arbitrage loops without capital lockup
- ■Sub-slot transaction sequencing capturing price discrepancies prior to state propagation
- ■Dynamic slippage tolerance calculations adjusting in real time based on pool depth and volatility
MEV Extraction & Jito / Flashbots Bundle Routing
- ■Direct Jito Block Engine bundle submission on Solana bypassing the public mempool entirely
- ■Flashbots and private builder relay integration on Ethereum preventing sandwich and front-running attacks
- ■Algorithmic tip-bidding strategies maximizing inclusion rate while protecting net profit margins
- ■Backrunning liquidation events and large pool swaps with atomic transaction bundling
Automated Market Making (AMM) & Grid Liquidity
- ■Dynamic Concentrated Liquidity (CLMM) bin management rebalancing tick ranges autonomously
- ■Inventory-skewed Avellaneda-Stoikov market making models minimizing adverse selection risks
- ■Automated fee compounding and continuous delta-hedging across spot and perpetual venues
- ■Custom grid-trading algorithms optimized for high-volatility token launches and pairs
Deterministic Risk Controls & Circuit Breakers
- ■Hardware-enforced position limits, maximum drawdown thresholds, and per-trade stop losses
- ■Real-time kill-switches halting execution automatically upon RPC desync or oracle divergence
- ■Automated wallet balance reconciliation detecting gas depletion and unexpected account state diffs
- ■Isolated non-custodial signing enclaves ensuring private keys never touch memory-unsafe processes
How It Works
Strategy Formulation & Quantitative Modeling
We mathematically formalize your trading thesis, analyzing order book microstructures, historical tick data, liquidity depth, and theoretical slippage curves.
Low-Latency Node & Geyser Infrastructure Setup
We deploy dedicated validator-colocated RPC nodes, Yellowstone Geyser feeds, and private direct communication channels to block builders.
Core Rust Engine Implementation
We build the execution engine in pure Rust with lock-free concurrency, zero-copy deserialization, and custom smart contract instruction encoders.
Deterministic Simulation & Historical Backtesting
We run the compiled engine against historical block replays and live shadow-testing environments to stress-test execution speed and fee mechanics.
Production Deployment & Real-Time Surveillance
We deploy the bot with automated 24/7 telemetry dashboards, monitoring fill rates, tip economics, latency jitter, and automated circuit breakers.
Target Scenarios
Solana Cross-DEX Arbitrage Engines
High-frequency bots exploiting atomic price differentials across decentralized exchanges on Solana with sub-second settlement and Jito bundle routing.
MEV Backrunning & Liquidation Capture
Specialized engines monitoring pending mempool state transitions to execute atomic liquidations and arbitrage immediately behind target transactions.
Concentrated Liquidity (CLMM) Market Makers
Autonomous algorithms providing dynamic tick liquidity on Orca Whirlpools and Uniswap v3, maximizing fee revenue while mitigating impermanent loss.
CeFi / DeFi Hybrid Spread Arbitrage
Low-latency systems capturing real-time price spreads between centralized exchange order books (Binance, Bybit) and on-chain decentralized liquidity pools.
Liquid Staking Token (LST) Peg Arbitrage
Deterministic vaults identifying and capturing momentary depeg discounts on liquid staking derivatives with automated redemption loops.
Solana Cross-DEX Arbitrage Engines
High-frequency bots exploiting atomic price differentials across decentralized exchanges on Solana with sub-second settlement and Jito bundle routing.
MEV Backrunning & Liquidation Capture
Specialized engines monitoring pending mempool state transitions to execute atomic liquidations and arbitrage immediately behind target transactions.
Concentrated Liquidity (CLMM) Market Makers
Autonomous algorithms providing dynamic tick liquidity on Orca Whirlpools and Uniswap v3, maximizing fee revenue while mitigating impermanent loss.
CeFi / DeFi Hybrid Spread Arbitrage
Low-latency systems capturing real-time price spreads between centralized exchange order books (Binance, Bybit) and on-chain decentralized liquidity pools.
Liquid Staking Token (LST) Peg Arbitrage
Deterministic vaults identifying and capturing momentary depeg discounts on liquid staking derivatives with automated redemption loops.
Tech Stack
Case Studies
Sub-Millisecond Solana Arbitrage Engine with Jito Routing
Architected a custom Rust trading engine connected to dedicated Geyser validator feeds. Achieved an average tick-to-trade latency of 780 microseconds, capturing over $1.4M in atomic arbitrage volume in its first 60 days with 0 failed transaction penalty costs.
Automated CLMM Market Maker with Inventory Skew
Engineered an automated concentrated liquidity market making bot for a major token pair. Maintained continuous tight-spread depth through automated tick rebalancing, increasing LP fee yields by 31.4% while eliminating adverse selection losses.
What Our Clients Say
"Zanvexis engineered our high-frequency execution stack in Rust from the ground up. Their deep understanding of Solana's Sealevel runtime and Jito bundle mechanics gave us an unbeatable latency advantage."
"The zero-allocation architecture and fail-safe risk parameters they built into our market making bots kept our vaults fully solvent and profitable even during peak market turbulence."
Frequently Asked Questions
QHow does Zanvexis achieve sub-millisecond execution latency on Solana?
We build our core engines in Rust using asynchronous zero-allocation architectures with Tokio. We bypass standard JSON-RPC bottlenecks by ingesting streaming account updates directly via Yellowstone Geyser (gRPC) from colocated validator nodes and submitting raw serialized instructions directly via Jito Block Engine.
QHow do Jito bundles eliminate sandwich attacks and front-running on Solana?
Jito bundles allow transactions to be routed privately to validators off the public gossip network. Transactions in a bundle execute sequentially and atomically; if any part of the bundle is front-run or manipulated, the entire bundle fails, preventing loss of funds to predatory searchers.
QHow are risk parameters and drawdown limits enforced in real time?
We implement hardware-level and in-memory pre-trade risk checks before any instruction is signed. The engine continuously evaluates total portfolio exposure, open position values, maximum slippage bounds, and RPC node health, immediately activating circuit breakers if anomalies occur.
QCan your trading bots interface simultaneously with CeFi and DeFi venues?
Yes. We build unified routing pipelines that interface with centralized exchange WebSockets and FIX protocols (such as Binance, Bybit, Coinbase) and on-chain DEX smart contracts, enabling seamless cross-market basis trading and statistical arbitrage.
Related Content
Optimizing Rust Tokio Pipelines for Sub-Millisecond Solana Arbitrage
A deep dive into zero-copy deserialization, lock-free ring buffers, and memory management for low-latency trading engines.
Mitigating MEV Sandwich Attacks Using Jito Private Bundles
How to design atomic transaction bundles that bypass public gossip networks and guarantee sequential execution.
Building Real-Time Yellowstone Geyser Ingestion Engines
Streaming raw Solana account updates over gRPC to reconstruct decentralized order books with microsecond latency.
Related Services
SERVICE // 01DeFi Protocol Design
Engineering high-throughput decentralized finance protocols, concentrated liquidity AMMs, and algorithmic lending pools.
SERVICE // 02Smart Contract Audits
Comprehensive smart contract audits and formal verification across Solana Rust and EVM Solidity codebases.
SERVICE // 03Wallet & Treasury Security
Multi-signature governance, hardware security module enclaves, and programmatic treasury custody for enterprise protocols.