Blog · page 21

Bot engineering, in depth.

Page 21 of 26 — how trading bots actually work on Solana, Hyperliquid and Polymarket.

Feb 17, 2026·4 min read

Anti-Rug Bots for Solana: Auto-Sell Before the Drain

Learn how real-time mint-authority and LP-removal monitoring lets a solana anti rug bot exit your position automatically before a rug pull drains your capital.

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Solana

Feb 14, 2026·4 min read

Solana Grid Trading Bots: Profiting From Ranging Tokens

Learn how a Solana grid trading bot captures profits from ranging memecoins using dynamic grid resizing, Jito bundles, and on-chain kill-switches.

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Strategies

Feb 13, 2026·6 min read

Walk-Forward Optimisation to Avoid Crypto Strategy Overfitting

Implements an anchored walk-forward test harness in Python for crypto algo strategies, demonstrating how standard in-sample parameter search inflates Sharpe by 2-3x and how anchored windows restore out-of-sample integrity.

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Hyperliquid

Feb 13, 2026·4 min read

TWAP Execution on Hyperliquid: Filling Size Without Slippage

Learn how a hyperliquid twap bot slices large positions across Hyperliquid's CLOB to minimise slippage, manage funding exposure, and protect execution with live kill-switches.

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Risk

Feb 13, 2026·6 min read

Is It Worth Hiring a Dedicated Risk Engineer for a Crypto HFT Fund?

Breaks down what a risk engineer actually does day-to-day for a Solana or Hyperliquid HFT operation — pre-trade checks, live monitoring, post-trade attribution — and compares the cost and coverage against off-the-shelf risk middleware like Architect or custom Python tooling.

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Infrastructure

Feb 11, 2026·5 min read

Monitoring a Solana Trading Bot with Prometheus and Grafana

How to instrument a TypeScript or Rust trading bot to emit slot lag, RPC error rates, fill latency, and PnL into Prometheus — plus Grafana dashboards and alert rules that catch degraded RPC health and missed fills before they cost you real money.

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Solana

Feb 11, 2026·6 min read

Solana Transaction Landing: Jito Bundles vs Raw Spam Compared

Getting a transaction confirmed during high-traffic moments on Solana comes down to either paying Jito's block-engine tip or carpet-bombing validators with duplicates — and the cost-benefit calculus has shifted dramatically since local fee markets launched. We benchmark both approaches across five volatility scenarios and show when each strategy wins.

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MEV

Feb 11, 2026·5 min read

How to Size Jito Tips for Maximum Profitable Bundle Inclusion

Paying too little means bundle rejection; paying too much destroys margins. We model the tip auction empirically and derive a dynamic sizing formula based on opportunity size, block utilization, and competing searcher behavior.

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Strategies

Feb 10, 2026·6 min read

Best Tools for Building a Solana HFT Bot in 2025

Opinionated stack review covering Rust vs TypeScript SDKs, Jito bundles for MEV protection, Yellowstone for data, and Anchor vs manual CPI for on-chain interaction — with latency and developer-experience trade-offs for each choice.

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Risk

Feb 8, 2026·7 min read

Slippage Protection Techniques for Polymarket AMM Trading Bots

Explains how Polymarket's CLOB and AMM liquidity pools create adverse-fill risk, demonstrates how to set dynamic max-slippage parameters based on order-book depth snapshots, and shows how to abort or retry orders when realized slippage exceeds tolerance.

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Hyperliquid

Feb 8, 2026·5 min read

HLP Vault Deep Dive: Funding Capture Mechanics Explained

The HLP vault earns yield from both passive LP fees and directional funding when the vault holds offsetting perp exposure — here we dissect exactly how funding accrues to vault depositors versus active traders. You will learn when vault APY beats running your own funding-rate arbitrage desk on Hyperliquid.

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Infrastructure

Feb 8, 2026·6 min read

Yellowstone gRPC Geyser Plugin: Complete Setup Tutorial

Step-by-step guide to compiling, deploying, and subscribing to Yellowstone's gRPC geyser plugin on a Solana validator or RPC node. Covers TLS config, slot update filters, and account change subscriptions for sub-millisecond feed delivery.

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Infrastructure

Feb 7, 2026·6 min read

Solana Shreds Direct Feed: How It Cuts Trading Latency

Shred-level data arrives 200–400 ms before a block is confirmed — this guide explains how to subscribe to a shred feed, reconstruct partial slots, and act on order-book signals before competing bots see finalized state.

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MEV

Feb 7, 2026·7 min read

Backrunning Polymarket Resolutions: MEV on Prediction Markets

When a Polymarket market resolves, a short window exists to backrun the resulting on-chain settlement and arbitrage mispriced related markets before the broader book reprices. This article dissects the mechanics, latency requirements, and Polygon gas dynamics that determine capture rate.

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MEV

Feb 7, 2026·5 min read

Jito Bundles on Solana: How MEV Searchers Win Blocks

A practical breakdown of how Jito bundles work, how tip auctions are structured, and what searchers must do to consistently land profitable bundles on Solana. Covers bundle construction, tip sizing strategy, and common rejection pitfalls.

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MEV

Feb 6, 2026·5 min read

MEV on Ethereum vs Solana: Mempool Architecture and Opportunity Differences

Ethereum's public mempool and PBS block structure create different MEV dynamics than Solana's Gulf Stream forwarding and Jito's off-chain tip auction. A technical comparison for searchers deciding where to allocate development resources.

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Risk

Feb 5, 2026·6 min read

Setting Per-Asset Position Limits on Hyperliquid for HFT Bots

Walks through Hyperliquid's API leverage and notional caps, shows how to enforce a hard notional ceiling client-side before order submission, and explains why relying solely on exchange limits can still leave you over-exposed during rapid fills.

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MEV

Feb 5, 2026·4 min read

Backrunning Bots: Capturing MEV Without Front-Running

Backrunning captures MEV by landing immediately after a target transaction — no sandwiching, no victim, and increasingly tolerated by validators and protocols alike.

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MEV

Feb 3, 2026·4 min read

How Much Does an MEV Bot Cost to Build and Run?

A concrete breakdown of dev hours, RPC/validator infra, and tip budgets that determine what an MEV bot actually costs to build and run.

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Infrastructure

Feb 1, 2026·5 min read

Optimizing Polymarket CLOB WebSocket Feed Latency for Bots

Deep dive into Polymarket's central limit order book WebSocket API — message schema, reconnect behavior, and techniques for reducing the time between an order book update and your bot's response. Includes a Python reference client with sub-10ms processing loops.

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Strategies

Jan 31, 2026·5 min read

Setting Portfolio Risk Limits Across Multi-Venue Algo Strategies

Designs a cross-venue position and drawdown limit framework for bots running simultaneously on Solana, Hyperliquid, and Polymarket, including real-time net-delta aggregation and kill-switch logic. Covers correlation clustering to avoid hidden concentration risk when multiple strategies trade correlated underlyings.

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Solana

Jan 29, 2026·6 min read

How to Set Jito Bundle Tips Without Overpaying for MEV Priority

Overpaying Jito tips is the silent profit killer in Solana MEV strategies: too low and your bundle gets dropped, too high and the trade becomes unprofitable before it lands. This post explains tip floor discovery using the Jito tip stream, dynamic tip sizing based on real-time block competition, and back-of-envelope break-even math for snipers and arbitrageurs.

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Solana

Jan 29, 2026·6 min read

Building a Solana Copy Trading Bot with Geyser Wallet Tracking

Effective copy trading on Solana requires detecting a target wallet's transaction within the same slot it confirms and replaying the swap with adjusted size before price impact shifts — a challenge that requires Geyser streaming rather than polling. This tutorial covers target wallet selection heuristics, on-chain copy logic in Rust, and slippage guard rules to avoid copying into exit liquidity.

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Solana

Jan 27, 2026·5 min read

Using Solana Leader Schedule to Time Snipes and Reduce Drops

Knowing which validator will lead the next 4 slots lets a bot send transactions at the exact moment they are most likely to land, reducing wasted retries and tip spend. This guide explains how to fetch the leader schedule via RPC, predict upcoming slots, and skew submission timing toward high-uptime validators.

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