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production-analytics/docs/roadmap.md
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# Roadmap
## 0. Bootstrap (this milestone)
Establish package boundaries, architecture documentation, example calculation
configuration, basic domain/protocol models, tests, and an optional local
TimescaleDB Compose design.
## 1. ENLYZE API exploration client/CLI (recommended exact next milestone)
A read-only, GET-only raw inspection CLI and fixture sanitizer are implemented.
The remaining work is live, authorized exploration of machines, signal catalog,
bounded samples, state history, production-order history, and article/material
context. Record sanitized fixtures and update `docs/enlyze-api.md` with
evidence. Do not implement ingestion or a database schema before this is
complete.
## 2. Persistence foundation
Design and migrate a TimescaleDB schema for derived metrics/events, calculation
runs, context, and incremental state. Add Grafana-oriented query examples.
## 3. First vertical slice
Implement one configured integration calculation over a verified signal and
production-order context. Include backfill, rerun/provenance behavior, and
tests against sanitized fixtures.
## 4. Peak detection (first detector completed)
The generic configurable sawtooth detector is implemented: it retains the
current maximum, closes a cycle after a configurable below-peak fraction has
actual sample support for a configurable elapsed duration, and emits one
completed peak. Its pure state can later be persisted for incremental use. It
has been validated with a clean K7 roll-length reference signal and a more
variable Bento 2 roll-weight robustness signal; the latter includes plateaus,
non-zero resets, and varying peak heights without detector special cases.
## Later
State/cycle durations, aggregates by order, rolling statistics, threshold
events, derivatives, and specific-consumption calculations.