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Recent Posts
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Compounding Research Corpora
Concept-shaped knowledge bases with dense bidirectional links compound across articles; topic-shaped ones produce excellent stand-alones.
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Ambient Spaced Repetition
Osmosis learning via desktop notifications and HUD displays, utilizing spaced repetition algorithms to naturally build memory.
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API Mom as Intelligent Router
The layer between your agent and the LLM market — routes by capability, optimizes for cost, abstracts away every provider decision.
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AI Context Efficiency
A practitioner's field guide to context engineering for AI coding assistants.
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AI Usage Postmortem
Analyzing quota blindness, token pricing blindspots, and the need for usage monitoring across AI tools.
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Claude Code Context Monitoring
Complete reference for setting up worktrees and configuring the hook system for AI agent teammates.
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Autonomous Agent Frameworks
A deep dive into why every agent framework converges on similar patterns, and how to choose the right one.
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Composable Processor Architecture for AI Content Pipelines
Processors are decoupled by data, not coupled by flow. A modular architecture for scalable AI content and processing pipelines.
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Durable Object Rate Limiting
How to build an adaptive rate limiting controller using Durable Objects to prevent getting blocked when crawling.
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Content Rewards Clipping Guide
A comprehensive guide to the content rewards and clipping business model.