The archive, mapped
Every blog post and case study on the site with the principles and playbooks each piece argues for. Filter by any principle or playbook to see just the evidence behind it.
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7 items- Repo Design Patterns for AI-Assisted Dev: Control Loops, Hooks, and MemoryFeb 9, 2026 · 5 min
Treat your repo like a control system: instruction hierarchy, workflows, hooks, and shared memory that make AI-assisted dev fast, reproducible, and hard to derail.
- Loom: One Registry, Many AI Coding AssistantsFeb 9, 2026 · 6 min
How Loom keeps MCP servers and skills in sync across Codex, Claude, Gemini, VS Code, Antigravity, Kilocode, OpenCode, and Zed.
- Loom-Mode MCP for Advanced, Fast AI-Assisted Dev (Go-Native, Proxy+Daemon)Feb 9, 2026 · 7 min
How to keep AI-assisted development fast and token-efficient: one proxy entry, a Go daemon that routes calls, and a small set of Go-native MCP servers.
- Two-Lane Text GPU Allocation: Quality + Vision/Fast (Plus a Media Lane)Feb 9, 2026 · 11 min
How I redistributed 6 models across 3 GPU nodes to eliminate contention, using priority-based shared groups and label-based aliases for routing and failover.
A case study in healthcare integration: how Source Profiles, a three-phase parsing pipeline, and a workflow DSL turn messy legacy formats into semantic events.
- Standing Up a GPU-Ready Private AI Platform (Harvester + K3s + Flux + GitLab)Dec 29, 2025 · 6 min
Field notes from building and operating a small private GPU platform with Harvester, K3s, and a GitLab -> Flux delivery loop.
How I built FlexDeck, a full-stack operations dashboard with real-time K8s monitoring, GitLab CI/CD visualization, and AI model management using Go and SolidJS.