How We Taught Our Codex Workflow Anthropic's Principles
How planning, hooks, skills and independent verification changed our AI workflow.
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Guides and field notes
Practical articles about AI agents, automation, verification, security and real operating workflows.
Protecting AI Agent Tools with the Doberman MCP Proxy
A practical benchmark for policy enforcement and repeatable security checks.
Read the article →How We Built an Autonomous Publication Pipeline
How we keep articles, catalogs, feeds and publication checks synchronized.
Read the article →How an AI Agent Stops Being a Dumb Telegram Autoresponder
Routing, memory, approvals and tests for a useful Telegram agent.
Read the guide →How to Turn an Inbox into a Task Queue
Deduplication, triage and safe handling of email workflows.
Read the guide →How to Tell Whether an AI Agent Has Actually Improved
Regression cases and outcome metrics for agent changes.
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