Projects
A personal Antarctic research atlas, AMPI’s approach to personal computing, contributions to open-source tools, and earlier experiments in geospatial computing and AI. Follow each project or concept to its source, published release or pull request.
AMPI / Ideas in practice
Concept note · v0.1 ·
AI-Mediated Personal Infrastructure
AI 中介式个人基础设施
Keep the software that already does its job well. Let AI understand the task and decide which existing system should do the work.
AMPI brings software, files, devices and platforms together around a person’s goals. Conventional programs maintain persistent state, enforce permissions, verify results and support recovery. Direct interfaces and established commands come first where suitable; GUI agents are an optional channel.
Developed through my practice in AcademicWorkspace, this is a specific architectural synthesis and a published concept note. The private implementation is described through a sanitized case.
Omica Chow · CC BY 4.0 · Not peer reviewed
Open-source contributions
Contributing to the software I use, from focused performance work to the boundaries around AI agents.
PR #911
MergedLess redundant work for named Codex sessions.
Contributed a focused performance improvement that skips T3 fallback-title lookups when a Codex session already has a generated title, with regression tests for mixed and fully named sessions.
Upstream · Javis603/token-monitor
PR #3
Draft · not mergedExploring safer boundaries for agent tools.
Proposed runtime sandboxing, encrypted credential storage and tighter browser and network controls for an agent group-chat application. Submitted as a draft for upstream review.
Upstream · HirezmingD/Knowe-agent-groupchat
PR status checked .
More on GitHubEarlier experiments from this site’s project archive.
