The hard part wasn't the strings — before 0.1.7 one auto-update turned it back into English. Plus two designs worth stealing from OpenWorker's source: concurrent reads with sequential writes, and four permission levels.
A list records claims, not evidence. FreeModel Port splits candidates from runnable models, with one real request drawing the line — plus why a unified router is inherently a high-privilege centre.
A feature story on FreeModel Port: continuously discovering free LLMs, verifying them with real requests, and connecting them safely to Codex and AI CLIs through a local endpoint.
Achievement reviews fail two ways: the smooth talker wins, and plans get counted as results. This method removes both with a 1–2 minute voice interview, adaptive follow-ups and one scoring ruler.
A brain-science × AI opportunity radar for the class of 2027. The scarce thing is not a list of opportunities but the ordering — what you have to do first for the next thing to be possible.
The first obstacle to putting a manual Excel process on AI rails is not compute, it is trust — you will not upload your real cost sheet to a website. So step 0 is pure front-end and works offline.
Most "AI writes your code" products assume the user is a developer. SiliconForge drops the entry cost to nine multiple-choice questions, and pays for it by splitting "the AI says it is done" from "the tests actually ran".
Three decision-agent products each shipped a major release (MBA v0.6 / Boss v1.18 / OAF v0.43), and the personal site established its main narrative, "designed for the AI-native organization." A redacted, public weekly.
Boss / MBA Brand / OAF look unrelated, but they share one skeleton: research → deliberate → score → attribute. Here's that skeleton, and why an AI-native organization's C-suite needs it.
Wrapped Qcc's 146 APIs into 6 MCP servers plus 8 due-diligence Skills, so the Agent can call them directly without handling signing, pagination, or field semantics itself.
Added 9 JSON endpoints plus a zero-dependency CLI to zhanglu.net, so an agent can just run npx zhanglu-net list skills. No MCP, no SDK, shipped in 1.5 hours.
Used /demo-day-dossier plus 7 parallel research agents to turn all 56 projects from the MiraclePlus 2026 roadshow into a publishable, investment-grade DD overview page in one night.