Posts
All the articles I've posted.
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Distributed Block Storage for Home Drives
Content-addressed block distribution fixes idle capacity by treating the drives you already own as a cohesive storage pool.
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The Recurring Run Review
A formal governance gate, observability checklist, and kill switch architecture for any automated pipeline that runs more than once.
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Building an Autonomous Data Pipeline on Cloudflare Workers
How to wire Workers, Queues, Durable Objects, D1, R2, and Workflows into a self-driving data pipeline.
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Durable Object Patterns on Cloudflare Workers
Stateful compute primitives for the edge — four production patterns, design principles, and practical examples.
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The Three-Layer AI Agent Architecture
How to separate agent state from LLM logic and API metering to build intelligent, financially observable agents.
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Prime: Persistent Org-Level AI Agents on Cloudflare
A control plane architecture for autonomous multi-repo organizations — built on Cloudflare Agents SDK, Durable Objects, and GitHub as long-term memory.
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Never Fail Twice: The Escalation Ladder That Learns
The right architecture treats failure as fuel — successful fixes become permanent skills, making the system progressively more capable.
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The Tight Loop: Observability and Action
Applying the Observe-Orient-Decide-Act (OODA) loop, control theory, and chaos engineering to build high-reliability software systems.
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The Autonomous Entity Pattern
Every complex domain is a hierarchy of entities. Each entity needs a persistent agent with memory, decision-making, and the ability to delegate work.