Blog

All posts about technology, AI, and systems.

The Prompt Is The New Code

The workflow section is the most important thing you'll write in any agentic prompt. Learn how to build workflow prompts that actually work, with templates you can use today.

[ai][prompts][claude-code][workflow][automation]

Sub-Agents Are Researchers, Not Implementers

The file system is the ultimate context management system. Learn how to use file-based context to make sub-agents work reliably.

[ai][agents][sub-agents][context-management][claude-code]

Your Context Window Is Bleeding

Progressive disclosure saves 90% of your context consumption. Learn how to implement it with working code.

[ai][context-window][mcp][optimization][claude-code]

Beyond the Chat Box

Directory watchers turn your file system into an AI interface. Build a complete drop zone system with working Python code.

[ai][automation][file-system][agents][python]

Custom Agents Are The Endgame

The system prompt is everything. Change it and you change the product entirely. Learn how to build custom agents with the Claude SDK.

[ai][agents][sdk][claude][custom-agents]

55,000 Files in 5 Minutes

Semantic search is the difference between 3 hours and 5 minutes. Set up MCP servers that make large codebase refactoring viable.

[ai][refactoring][mcp][semantic-search][large-codebases]