- Role
- Built control surfaces, APIs, and checks around automation that needs operator visibility.
- Outcome
- Automation work had observable health, configuration, and release boundaries.
- Evidence
- Public dashboard and sanitized system notes.
- Context
- Live automation needs dashboards, checks, and release gates.
- Built
- APIs, Telegram flows, dashboards, config, health checks.
- Stack
- Python, FastAPI, PostgreSQL, Next.js, Docker, Telegram bot, CI.
- Proof
- Public dashboard; no financial claims shown.
case notes
A bounded product surface.
Each experiment is useful because it makes a constraint concrete: device limits, operator visibility, answer-engine ambiguity, or agent review.
FastAPINext.jsPostgreSQLTelegramRisk checksCI
system notes
- What: Automation with operator visibility.
- Shape: Ingestion, rules, checks, dashboard, releases.
- Boundary: No wallets, balances, or private strategies.