Halifax, Canada / Crashboard
Andrew Davies
I publish the parts of my working notes that are useful outside the notebook: AI workflows, source-backed research methods, knowledge-system design, and strategy writing from Halifax.
Public wiki
Compiled notes that have survived a second pass: concepts, workflows, source trails, and links between related ideas.
Browse wikiBlog
Longer field notes on using AI, organizing research, and turning loose judgment into reusable systems.
Open blogPrivate dashboard
The private side for drafts, ingestion, and the machinery behind the public pages.
Go to dashboardPersonal site
A public notebook for the work that survives the first draft.
A public notebook on AI work, research systems, and strategic judgment.
Crashboard is where finished-enough thinking leaves the private notebook. The wiki holds the current corpus: source-backed pages, recurring concepts, and the connective tissue between them.
The blog is for questions that need a fuller answer than a wiki page can carry: how a workflow works, what a source trail proves, and where the judgment is still uncertain.
Wiki
The real public content lives in the wiki.
These pages are generated from the compiled knowledge base and link to real public routes.
AI Automation Builders
An AI automation builder is a workflow-first operator who connects LLMs to real business tools, rebuilds repetitive processes as reliable pipelines, and sells measurable business outcomes rather than frontier-model novelty.
AI Foundations & Model Adaptation
AI systems become valuable when broad model capability is turned into useful behavior through architecture, adaptation, grounding, routing, and surrounding workflow design.
AI Safety & Control
Safety is not one feature bolted onto a model. It is a layered control problem spanning training data, model behavior, prompt design, runtime checks, retrieval policy, user permissions, organizational governance, privacy risk management, evaluation quality, infrastructure resilience, orbital and terrestrial service continuity, and the human capacity required to supervise and collaborate with those systems well.
AI, Agents & Software Systems
This is the domain map for AI, agents, coding workflows, software systems, model foundations, memory, safety, and verification.
AI-Assisted Content Systems
AI-assisted content systems are personal publishing engines where capture, note-linking, retrieval, prompting, and performance feedback compound over time so writing starts from a rich vault instead of a blank page.
AI-Native Organizations
AI-native organizations are not defined only by using AI tools. They are defined by redesigning work, incentives, interfaces, team structure, and human capability around the fact that intelligence and execution can now be delegated much more cheaply.
Blog CMS
The blog is scaffolded around the fields the CMS needs next.
This is structure, not pretend content. Published posts will replace the empty state once the CMS exists.
- 01
Title and slug
The public handle for a post: clear enough to cite and stable enough to keep.
- 02
Summary
The answer a reader should understand before deciding whether to read the whole piece.
- 03
Status
Draft, scheduled, published, or archived without exposing unfinished work.
- 04
Body
The argument, examples, caveats, and source trail in a format that can be edited cleanly.
- 05
Tags
Topic labels that connect essays back to the wiki instead of becoming loose keywords.
- 06
Sources and related pages
Supporting links and wiki pages that make the post easier to verify, reuse, and extend.
Blog
The blog is for questions that need more than a note.
Posts will connect field notes, source trails, and working examples back to the wiki.
Awaiting CMS content
The archive starts when there is something worth publishing.
Until the CMS is feeding real essays, this section stays quiet. The wiki already has the source-backed notes that future posts will build from.
Open the blogNext
Start with the material that already has weight.
The wiki is live now. The blog will follow as the CMS starts publishing real essays, not filler.