01
Raw source layer
Capture
Links, market notes, changelogs, product references, and research fragments land in the vault without being polished too early.
How it works
Capture, compile, promote.
The system separates storage, synthesis, and publishing so each layer can stay honest about its job.
02
Wiki layer
Compile
Workers convert the useful pieces into source notes, concept pages, comparisons, briefs, and topic maps.
03
Publish layer
Promote
Only material with a clear argument, useful structure, and enough evidence becomes public writing.
Topics
Research lanes
01LLM wiki systems
File-based knowledge, retrieval, schema discipline, and human-readable automation.
02GPT platform trust
Payout friction, fraud controls, offerwall economics, and comparison-intent pages.
03Design references
Premium minimalism, AI-product trust surfaces, interaction patterns, and visual systems.
04Crypto market structure
Risk framing, liquidity, incentives, narrative cycles, and non-predictive market reading.
05SEO and publishing
Topical authority, useful pages, selective publishing, and compounding site architecture.
Live radar
What is moving now
Current counts for source intake, synthesis output, and tracked technical topics.
18GitHub notes
22Syntheses
63Raw sources
