A guide to implementing data archival and recovery strategies for high-volume transactional application.

Building a data archive and recovery strategy for high-volume trading system

Exploring the motivations behind the MCP Playbook, its role in establishing a dynamic runbook, and new patterns for capturing AI-generated knowledge like chat logs and prompts.

AI knowledge automation

A detailed look at how we rebuilt historical trading PnL data through an efficient data pipeline approach, transforming a complex problem into a maintainable solution.

Reconstructing historical trading PnL: a data pipeline approach

Strategic approaches to scaling while preserving research-first culture and capabilities. Learn how to grow without losing what made you special in the first place.

Reports > Lessons

2025

May (2 posts)

2024

December (1 posts)

November (1 posts)