I run 4 coding agents in parallel. The merge is where it dies.

Building Zyg0s: An Autonomous, Explainable Fraud Investigation Agent Powered by TigerGraph Savanna Cloud & MCP

I Built Nabsun: An Open-Source AI Browser That Works in Your Real Tabs

Building AEGIS: An Agentic Fraud Investigation System with TigerGraph, MCP, and GraphRAG

The Best Engineers I Know Don't Write Unit Tests

Giving the agent a real browser, indexed by element — AIClaw 3.5 browser tools

I turned off retries. The SDK underneath retried twice anyway.

Internal linking as a data structure

Cursor Projects: a plan rewritten 111 times and read once

Swarms sound like the future, but most teams can’t debug them — here’s when peer-to-peer actually pays off — Swarms / P2P

4 Months of vox-bench in Production — What 14,000 Benchmark Runs Taught Us About Voice AI Latency