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.
Matching the filter
5 items- Loom Mode: One Proxy, One Daemon, Faster MCPFeb 9, 2026 · 7 min
How Loom keeps MCP tooling predictable with one client entrypoint, daemon-owned process lifecycles, bounded output, and coarse-grained tools.
How fi-fhir separates feed-specific variance from parsing, semantic events, durable delivery, and workflow policy—and where the pre-1.0 platform still has work to do.
- Deploying MLC-LLM on Dual RX 7900 XTX GPUs: Debugging VRAM, KV Cache, and K8s GPU SchedulingJan 4, 2026 · 13 min
What actually broke when I deployed MLC-LLM across two RX 7900 XTX nodes, and the fixes that made it stable: quantization, KV cache sizing, and Kubernetes GPU hygiene.
A de-identified field pattern for containing patient-match risk when filter and mode parameters interact in undocumented ways.
- Building Practical AI AgentsNov 15, 2025 · 5 min
A source-backed guide to agent reliability: explicit state, bounded tools, verification gates, and visible failure.