Articles
Guides and notes
Practical write-ups from building on suherman.net — local AI, coding agents, and product shipping.
- 7 min read
Agent On Rails: stop forever-loops without babysitting the terminal
We approved AOR-006 and AOR-009: intelligent model escalation, environment watchdogs, engine-owned task state, and a durable run report — then published the same story on the product site.
Agent On RailsAI deliveryGovernanceRead → - 8 min read
Make Ollama actually code with OpenCode
Chat models suggest text. Coding agents need a tool-capable model, a large context window, and the right OpenCode provider config. Here is the full setup flow.
Local AIOpenCodeOllamaRead →