Writing & Thinking
Thoughts on marketing strategy, automation engineering, AI tools, and the intersection of creative and technical work.
2026
Qwen Flash-Next vs Laguna at 200K: 47s vs 455s
Qwen3.8-Flash-Next vs Laguna-S-2.1 on a Mac Studio M5 Ultra: same-day 8K to 200K speed ladder plus a hard quality eval. Speed was a sweep, quality a draw.
2026
I Clustered Two Mac Studios with exo: Measured Numbers
I sharded LLMs across two Mac Studios with exo over Thunderbolt RDMA. Two node tensor hit 21.6 tok/s vs 18.2 solo, but prefill got slower.
2026
Building easyACR: an accessibility scanner for agents
My neighbor Christopher and I built a WebMCP accessibility tool for the WebMCP Challenge, and fought to keep it from lying about what it knows.
2026
Building an agent harness: loop, memory, gates
A starter guide to building an agent harness: the loop, memory that compounds with NLM, eval gates, and a DuckDB-Wasm data bot example.
2026
AI Overviews Took the Clicks. Day 5 Tracker Results.
My AEO Citation Tracker caught a competitor-citation gap my agency content didn't know it had. Here's how I fixed it with schema markup.
2026
How to Wire an iPhone into a Hermes Agent with an MCP Bridge
How ios-mcp-bridge, a stateless stdio-to-HTTP proxy, lets a self-hosted Hermes agent operate a physical iPhone through real touch input.