Cryptogrammar

RESEARCH

Using Onchain Trades to Identify Regime Changes and Stationarity of Financial Data

This short blog walks through why onchain trades are a good source for regime and stationarity, what those concepts mean for your models, and how to wire them into a minimal pipeline—so you can train and evaluate more safely.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Fading Toxic Flow: An Automated Mean-Reversion Strategy for DEX Liquidity Shocks

Can we detect when a large DEX swap is just temporary noise rather than the beginning of a trend? This article presents a microstructure alpha engine that identifies isolated liquidity shocks in AMM pools and systematically fades them, betting that temporary price impacts will revert to equilibrium.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Big O Notation and Time Complexity Analysis for Uniswap V3 Smart Contracts

Based on the content by Gayle Laakmann Mcdowell

By Cryptogrammar Research•February 19, 2026•7 min read

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Latest

RESEARCH

Tornado Cash Intelligent Demixer: Transaction Attribution Through Behavioral Analysis

What if we can build an algorithm, that matches deposits to withdrawals in a tornado cash trasaction? Doesn't that break the whole privacy aspect that it promises? This tutorial build a POC trying to ...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Blockchain Data Observability: When Your Data Pipeline Goes Offline

You're running a Solana trading bot that depends on real-time, low-latency price feeds. Suddenly, your dashboard shows stale data from 5 minutes ago. Is it a network issue? An API problem? Did your ap...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Building a Basic Order Book in C++

Order books are fundamental data structures in trading systems. They maintain lists of buy and sell orders, match them, and provide real-time market depth information. In this article, we'll build a b...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Wait a minute... There's research on Chaos Theory and the COVID-19

The term chaos is used when there is some change taking place that cannot be explained by classical physics.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

C++ Trading - Building a DEX Market Maker: Simulating Uniswap V3 Liquidity Provision

Decentralized exchanges (DEXs) like Uniswap V3 revolutionized liquidity provision by allowing market makers to provide liquidity in specific price ranges, rather than across the entire price curve. Th...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Google Dorks for Smart Contract Security: Finding Vulnerabilities Before They're Exploited

Google Dorking uses advanced search queries to find hidden or sensitive information exposed on the internet, including vulnerable smart contract code patterns.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Hedgey Finance Exploit: Six Months Later, Lessons Learned, and Code Revamped

On April 19, 2024, Hedgey Finance faced an exploit resulting in the loss of approximately $2 million on the Ethereum network, along with numerous BONUS tokens on the Arbitrum network.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Diagnosing and Fixing Kafka Consumer Connection Issues in Java

Kafka consumer connection issues in Java can be frustrating, especially when the error messages don't clearly indicate the root cause. This article explores a specific class of problems that aren't fu...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Life and Human Behaviour as a Fractal

What if we imagine life and human behaviour as fractal patterns—self-similar structures repeating at different scales and use it to change? Hold on, hold on...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

MEV Boost Relay Trade Profit Monitor: Tracking Builder Revenue from Private Mempool Trades

How do MEV block builders profit from private mempool trades? This dashboard monitors live MEV-Boost builder income by tracking balance changes across swaps executed through private mempools. I believ...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Building an Order Execution Engine: Simulating EVM-Based Trading

Building on our basic order book, we'll now create an advanced order execution engine that simulates trading on an EVM-based blockchain. This implementation handles order matching, tracks execution de...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Four Addresses, Unlimited Authority! This Test Code Snippet Halted Polygon Nodes on Dec 18, 2025

Originally published at https://community.bitquery.io/t/four-addresses-unlimited-authority-this-test-code-snippet-halted-polygon-nodes-on-december-18-2025/2528?u=divya

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

The End of EOAs? How RIP-7212 Changes Everything

In this blog, we'll explore what this proposal is about, what problem it solves, why it matters, and its current status, among other details.

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Three-Dimensional Geometric Analysis of Bharatanatyam Postures: Understanding Dance Through Vector Mathematics

This article presents a mathematical view of Bharatanatyam dance movements through the lens of three-dimensional geometry and vector field theory. By examining the spatial relationships between body s...

By Cryptogrammar Research•February 19, 2026•7 min read

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EDITORIAL

Weighing in on AI Content Detection Tools - sorry, I don't believe them

I was recently caught up in a scenario where people used AI detectors to prove the content was not human-written. Could it be true? Maybe, maybe not. Here's my 2 cents.

By Cryptogrammar Research•February 19, 2026•7 min read

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EDITORIAL

Building a GTM Strategy for Products Across Multiple Segments ( Small Developer Teams, Enterpise, Goverments etc)

When launching a new product, it's difficult to find a strategy that will fit perfectly from day one. Often, it starts at 50% or less, you fine-tune as you go, changing focus completely if needed. But...

By Cryptogrammar Research•February 19, 2026•7 min read

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EDITORIAL

Mahabharata - A Game bigger than a Game of Dice

In this post, I’m using a particular epoch from the Sanskrit epic Mahabharata and some specific incidents to associate them with game theory concepts.

By Cryptogrammar Research•February 19, 2026•7 min read

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EDITORIAL

Reddit IPO and the Complete Story of Reddit API - Why Subreddits Went Dark

Reddit, getting ready to become a publicly traded company in early 2024, was valued at a whopping $15 billion. To handle the financial intricacies, they brought in big players: Morgan Stanley and Gold...

By Cryptogrammar Research•February 19, 2026•7 min read

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EDITORIAL

How to Become a Good Support Engineer as a DevRel

When I first started in DevRel, I made it about me. Visibility was important, but I quickly learned that the more problems I solved, the more visible my contributions became. I used to look down on si...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Why Large Trades Fail on DEX - From 5% Slippage to 10% Price Crashes

TL;DR: Decentralized Exchanges have a hard liquidity ceiling that forces institutional traders to OTC. Small trades (10 WETH) lose 0.67% to slippage. Mega-trades (200K WETH) lose 11.98% ($46.69M)....

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Research

Cryptogrammar research documents market dynamics, execution mechanics, and infrastructure challenges that institutional traders face. Each piece combines theory with real-world data from live trading ...

By Cryptogrammar Research•February 19, 2026•7 min read

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RESEARCH

Using Onchain Trades to Identify Regime Changes and Stationarity of Financial Data

Fading Toxic Flow: An Automated Mean-Reversion Strategy for DEX Liquidity Shocks

Big O Notation and Time Complexity Analysis for Uniswap V3 Smart Contracts

Latest

Tornado Cash Intelligent Demixer: Transaction Attribution Through Behavioral Analysis

Blockchain Data Observability: When Your Data Pipeline Goes Offline

Building a Basic Order Book in C++

Wait a minute... There's research on Chaos Theory and the COVID-19

C++ Trading - Building a DEX Market Maker: Simulating Uniswap V3 Liquidity Provision

Google Dorks for Smart Contract Security: Finding Vulnerabilities Before They're Exploited

Hedgey Finance Exploit: Six Months Later, Lessons Learned, and Code Revamped

Diagnosing and Fixing Kafka Consumer Connection Issues in Java

Life and Human Behaviour as a Fractal

MEV Boost Relay Trade Profit Monitor: Tracking Builder Revenue from Private Mempool Trades

Building an Order Execution Engine: Simulating EVM-Based Trading

Four Addresses, Unlimited Authority! This Test Code Snippet Halted Polygon Nodes on Dec 18, 2025

The End of EOAs? How RIP-7212 Changes Everything

Three-Dimensional Geometric Analysis of Bharatanatyam Postures: Understanding Dance Through Vector Mathematics

Weighing in on AI Content Detection Tools - sorry, I don't believe them

Building a GTM Strategy for Products Across Multiple Segments ( Small Developer Teams, Enterpise, Goverments etc)

Mahabharata - A Game bigger than a Game of Dice

Reddit IPO and the Complete Story of Reddit API - Why Subreddits Went Dark

How to Become a Good Support Engineer as a DevRel

Why Large Trades Fail on DEX - From 5% Slippage to 10% Price Crashes

Research

Stress Testing Apache Bench POC