Lab / Systems

Make the process inspectable.

A personal proprietary research lab means building a process for Josh’s own decisions—not managing outside capital. This is the architecture, with its current limits exposed.

Five frosted-glass lab vessels linked by ice-blue and teal tubes, with small beads moving between them.
System architectureDesign map · not live telemetry

Select a stage to see what it does, or follow a trade through the system. This walkthrough is illustrative. It is not a live trade, a signal, or a result, and it does not use account data.

01 / Evidence

Available

Data and research intake

Research pages are published · no live data feed

Start with a question and inspect the source, including what is uncertain or missing, before a rule is treated as a finding. This is the data and research intake for the lab—not a market signal.

Inputs
A written research question, source URLs and timestamps, and public chart study used as education (including the technical examples drawn from public Kraken OHLC).
Outputs
Notes that separate direct evidence from interpretation, with uncertainty left in view. This stage does not issue a trade idea or a signal.
Tools on this site
The research standard and research pages, the educational technical-example charts, and the digital-assets study page. The public site publishes documents; it does not ingest private account balances or run a live market-data feed.
Current status
Those research pages and educational charts are on the site today. No research bot, model-powered journal, or live data collection is connected.
The architecture of a repeatable process. Tools available today and proposed automation are labeled separately. This map is a design diagram, not live telemetry and not a performance chart.

Implemented on this site

Tools you can inspect today

Risk calculations

Position sizing from the stop, risk/reward and drawdown education. These are learning tools, not orders or personalized recommendations.

Open the calculators →

Written research rules

Four explicitly untested playbooks, shared core rules and a publication checklist. None has a verified performance record here.

Inspect the playbooks →

Public learning infrastructure

Ten lessons, a glossary, a practice lab and browser-local lesson completion. No member account is required; progress does not sync across devices.

Read the course →

Static publishing

Astro pages, local search and a blog RSS feed. The public system publishes documents; it does not place trades or ingest private account balances.

Read the implementation note →

Proposed · not connected

The AI and automation layer

“AI-driven” is the project direction, not a claim that these services are running. No research bot, model-powered journal or autonomous execution system is connected to the public site.

  1. Research assistant: collect source URLs and timestamps, separate direct evidence from interpretation, and flag missing or contradictory claims. Every output needs human source checks.
  2. Journal review: compare a future decision record with the rule version in force, then surface missing fields and possible process deviations. Never rewrite an earlier thesis to fit the outcome.
  3. First-principles tools: translate an idea into measurable conditions, cost assumptions and a falsification test. A model suggestion is not a validated trading rule.

Before any integration: define data permissions, retain source lineage, test failure behavior, protect private records and approve scope. No automatic trading is offered.

Design specification · not a populated journal

A decision record that can survive a loss

Before
Timestamp, source evidence, hypothesis, invalidation, planned risk in R, expected costs and rule version.
After
Actual outcome, fees, slippage, rule adherence, loss classification and the next test—not a revised past.

No trade records are supplied or invented on this page. Future real, paper and backtested records must stay distinctly labeled.

The full publication standard →

Current boundaries

Accounts, collection, payments, community posting and automated execution are off. Membership plans are descriptions of a future product, not working entitlements. See the membership plan.