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atelier/domains/observability/first-principles.md
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Jon Chery 496303471d docs(milestone): complete v0.1 — initial framework
---ci---
project: atelier
phase: 7
milestone: v0.1
status: complete
phase_role: final
milestone_complete: true
requirements:
  covered: [ATELIER-01, ATELIER-02, ATELIER-03, ATELIER-04, ATELIER-05, ATELIER-06, ATELIER-07, ATELIER-08, ATELIER-09, ATELIER-10, ATELIER-11, ATELIER-12, ATELIER-13, ATELIER-14, ATELIER-15, ATELIER-16, ATELIER-17, ATELIER-18, ATELIER-19, ATELIER-20, ATELIER-21, ATELIER-22, ATELIER-23, ATELIER-24, ATELIER-25, ATELIER-26, ATELIER-27, ATELIER-28, ATELIER-29, ATELIER-30, ATELIER-31, ATELIER-32, ATELIER-33, ATELIER-34, ATELIER-35]
  partial: []
ship:
  milestone: v0.1
  type: NFR
  tag: v0.0.7
  merge: milestone/v0.1-atelier -> main
  release: https://git.cloudinit.dev/cloudinit-bot/atelier/releases/tag/v0.0.7
---/ci---

Milestone v0.1 — Initial Framework (NFR, complete).
8 core principles (C1-C8), 11 domains, 110 domain principles, 27 derived docs, 4 good + 3 bad examples, 4 language docs, full matrix, 3 review docs.
All 35 requirements covered. 7 patches (v0.0.0 pre-execution through v0.0.7 final). v0.0.7 IS the v0.1.0 milestone release.
2026-08-05 00:36:55 +00:00

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1.3 KiB
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# Observability — First Principles
## 1. The Principles
### P1. Structured by Default
Logs, metrics, and traces are structured. Free-form text is for
humans; machines need fields.
### P2. Correlation
Every event is traceable to a request, a user, an action, a trace ID.
Context flows through the system.
### P3. Sufficient Context
The information needed to debug is in the event itself, not in tribal
knowledge. "What was the user doing?" is answerable from logs.
### P4. Cardinality Discipline
Labels and tags have bounded cardinality. Unbounded labels are an
unbounded bill.
### P5. Sampling with Intent
Sampling is deliberate, documented, and consistent. Head-based,
tail-based, or none — chosen with reason.
### P6. No Secrets in Observability
Observability data is not a secrets channel. Tokens, passwords, and
PII do not enter logs, metrics, or traces.
### P7. Actionable Alerts
Alerts are for things humans must act on. Every alert has a runbook.
Alert fatigue is a defect.
### P8. SLI/SLO Awareness
"Good enough" is defined. SLOs are targets, not aspirations.
Error budgets are real.
### P9. Cost Awareness
Observability has a cost — storage, compute, attention. Spend it on
what earns it.
### P10. Debuggability Over Coverage
A few high-cardinality traces beat millions of low-context logs.
Signal beats volume.