Blog · page 3

Bot engineering, in depth.

Page 3 of 26 — how trading bots actually work on Solana, Hyperliquid and Polymarket.

Aug 3, 2026·1 min read

Polymarket Market-Making Bot Development: Requirements for a Production Build

A production requirements guide for commissioning a Polymarket market-making bot with reliable books, inventory controls and order reconciliation.

Aug 3, 2026·1 min read

Solana Sniper Bot Development Company: Project Checklist Before You Hire

A buyer-focused checklist for commissioning a custom Solana sniper bot, from venue coverage and execution rules to security, acceptance tests and handover.

Jul 31, 2026·1 min read

Public vs Paid RPC: How to Run a Fair Benchmark

A fair comparison of public and paid RPC endpoints must account for quotas, workload, freshness and support guarantees.

Jul 31, 2026·1 min read

RPC Benchmark Percentiles Explained: p50, p95 and p99

Why averages hide the latency spikes that break trading bots, wallets and production blockchain applications.

Jul 31, 2026·1 min read

Hyperliquid REST vs WebSocket Benchmark: What to Measure

A benchmark plan for Hyperliquid market data that separates request latency from streaming freshness and recovery.

Jul 31, 2026·1 min read

How to Benchmark Polymarket Gamma, Data and CLOB APIs

A reproducible way to compare Polymarket discovery, account-data and order-book API behavior.

Jul 31, 2026·1 min read

How to Benchmark WebSocket RPC: First Message, Gaps and Reconnects

Benchmarking WebSocket providers requires subscription quality and recovery metrics, not only handshake latency.

Jul 31, 2026·1 min read

EVM RPC Benchmark Methodology: Block Lag, eth_getLogs and eth_call

A practical framework for comparing EVM providers using freshness, complex reads, reliability and tail latency.

Jul 31, 2026·1 min read

Solana RPC Benchmark: getTransaction vs getProgramAccounts

Why Solana RPC benchmark results change dramatically between lightweight reads and expensive historical or account scans.

Jul 31, 2026·1 min read

How to Benchmark Solana RPC Providers: A Reproducible Method

A repeatable methodology for measuring Solana RPC latency, freshness, reliability and transaction-read performance.

Jul 31, 2026·1 min read

Open-Source Trading Bot vs Custom Development: What You Actually Get

The practical difference between a public starter project and a production trading system.

Jul 31, 2026·1 min read

How Much Does a Custom Polymarket Trading Bot Cost in 2026?

A scope-based guide to Polymarket bot pricing for scanners, copytrading, arbitrage and market making.

Jul 31, 2026·1 min read

Trading Dashboard Development Cost: Features That Drive the Budget

What determines the cost of a custom trading dashboard, from read-only analytics to execution controls.

Jul 31, 2026·1 min read

Where to Host a Crypto Trading Bot: VPS Location and Latency

Choosing regions, providers and redundancy for low-latency crypto execution.

Jul 31, 2026·1 min read

Crypto Bot Backtesting: Modeling Slippage, Latency and Failed Orders

How to stop backtests from overstating returns by modeling execution constraints and missing fills.

Jul 31, 2026·1 min read

How to Monitor EVM RPC Block Lag and Provider Disagreement

Detecting stale or inconsistent EVM RPC providers before they corrupt trading decisions.

Jul 31, 2026·1 min read

Base MEV and Arbitrage Bot Architecture in 2026

A realistic Base arbitrage architecture covering pending data, simulation, private routing and realized edge.

Jul 31, 2026·1 min read

Building a Multi-Chain EVM Swap Parser

Normalizing swaps across Ethereum, Base, Arbitrum and BNB Chain without losing protocol-specific meaning.

Jul 31, 2026·1 min read

Solana Copytrading RPC Requirements: What Actually Affects Latency

RPC and streaming requirements for detecting and executing Solana copy trades before signals decay.

Jul 31, 2026·1 min read

Solana Inner Instructions and Token Balance Decoding for Bot Developers

Why top-level instructions are insufficient for understanding Solana swaps and wallet activity.

Jul 31, 2026·1 min read

How to Calculate Solana Wallet PnL from On-Chain Transactions

A reliable cost-basis and PnL pipeline for Solana wallets across swaps, transfers and token-account changes.

Jul 31, 2026·1 min read

Hyperliquid Subaccounts and Vaults for Bot Risk Isolation

How bot operators can isolate strategy collateral, permissions and failure domains on Hyperliquid.

Jul 31, 2026·1 min read

Hyperliquid WebSocket Reconnect and Order Book Recovery

A resilient reconnect design for Hyperliquid market-data and user-event streams.

Jul 31, 2026·1 min read

Hyperliquid Python SDK vs Rust: Choosing a Bot Stack

Choosing Python or Rust for Hyperliquid bots based on strategy latency, reliability and development speed.