#Merkle tree

7 related articles

Jul 30, 2026·3 min

Merkle Trees + Tree-sitter: A Fresh Approach to Localized Code Indexing

Explore how combining Merkle trees with Tree-sitter enables localized, incremental code indexing for AI coding assistants—no code uploads required.

Jul 30, 2026·3 min

Automated Cleanup of Corrupted Media Server Files: FFmpeg Detection with Sonarr Integration

Learn how to fix corrupted media files after power outages using FFmpeg and ffprobe for automated detection, integrated with Sonarr for batch cleanup and re-downloading.

Jul 30, 2026·2 min

The Hidden Gap in AI Agent Finance: Why Verifiability Determines Success or Failure

AI agent finance focuses too much on capabilities while ignoring verifiability — the critical infrastructure. Cryptographic proof of execution records is the prerequisite for scaling agentic finance.

Jul 27, 2026·2 min

LLM Agent Long-Term Memory Security: A Six-Stage Attack Surface and Defense Framework

Deep analysis of LLM agent long-term memory security threats, covering persistence, statefulness, and propagation of memory poisoning, with a six-stage lifecycle defense framework.

Build Your Own X: The Hardcore Learnin…

Jul 18, 2026·2 min

Build Your Own X: The Hardcore Learning Method with 520K Stars That Rebuilds Technology from Scratch

Explore build-your-own-x, the 520K-star GitHub project that teaches developers to rebuild databases, OSes, and compilers from scratch — and why it matters more than ever in the AI era.

Jul 9, 2026·5 min

Git Hash Chain Malleability: How Fragile Is the Immutability You Trust?

Are Git hash chains truly immutable? This article dives into Git hash chain malleability, SHA-1 collision risks, and security boundaries, offering practical tips like GPG signing and SHA-256 migration to build a correct Git security trust model.

Jul 9, 2026·5 min

The Halo Open-Source Project: Building Tamper-Evident Runtime Evidence for AI Agents

Halo is an open-source tool providing tamper-evident runtime evidence for AI agents, recording every action via hash chains and cryptography to solve auditing, compliance, and accountability challenges.