Tools, frameworks, APIs, and patterns.
Patterns
- API Sync Pattern — continuously syncing data from external APIs to local storage
- Idempotent Automation — workflows that produce the same result when run multiple times
- Web Development Patterns — performance, image handling, responsive layouts
- Multi-Agent Coordination — provider-alternating fallback chains and emergent-coordination measures
Tools and Services
- Credential Management — Vaultwarden and rbw for self-hosted secrets
- Docker Deployment Best Practices — secure, maintainable container deployment
- Last.fm API — scrobble collection and metadata enrichment
Standards and Protocols
- Model Context Protocol — open standard for AI agent tool integration
Agent Systems
See the Agent Systems subsection for research articles.
- Open-Strix — Tim Kellogg’s framework for persistent AI companions
- Letta Memory Systems — hierarchical OS-inspired memory for stateful agents
- Strix Agent Architecture — case study in tri-layered memory and ambient compute
Historical Context
- Project Cybersyn — Chile’s 1971–1973 experiment in cybernetic socialism
Design and Accessibility
- Color Accessibility Metrics — WCAG standards, contrast calculation, programmatic testing
See Also
- Infrastructure — deployment surface, gateways, and self-hosted services
- Philosophy — cybernetics, anarchism, and the theory behind a lot of this