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transactional design

2 articles · Page 1 of 1
Architect
Architect
Aug 23, 2026 · Artificial Intelligence

How Pi’s Rewritten Harness Verifies Long‑Running Agent Actions After 50 Hours

The article analyses Pi’s Harness v2 redesign, explaining how persistent transaction‑style recording, tool‑result pruning with spill, replay policies, and separated storage of conversation, runtime state, and usage enable an agent to survive process crashes and still prove which steps were completed.

AI agentsContext ManagementPi Harness
0 likes · 16 min read
How Pi’s Rewritten Harness Verifies Long‑Running Agent Actions After 50 Hours
Architect's Tech Stack
Architect's Tech Stack
Sep 22, 2025 · Backend Development

How to Safely Split Distributed Transactions in Java: A Practical Guide

This article explains how to handle distributed consistency when a business operation writes to MySQL and calls external systems, using a financial reimbursement example to illustrate risks, analyzes the root cause, and presents a step‑by‑step solution that splits the large transaction into small, retryable units with code snippets and Spring optimization.

BPMMySQLdistributed transaction
0 likes · 8 min read
How to Safely Split Distributed Transactions in Java: A Practical Guide