Files
config-atlas/research/sources.md
tegwick 6d6f99d5ea docs: mirror Gitea wiki and add config control plane research
Mirror the five Gitea wiki pages into wiki/ (Home, ProductVision,
BrandFrame, ConfigLayering, CompetitiveLandscape) as a verbatim in-repo
copy.

Add research/ digest on configuration layering and the configuration
control plane: the resolution/merge model, the 2024-2026 config-outage
case, adjacent tool families (config-as-data, GitOps drift, feature
flags + AI config, secrets, policy-as-code, CMDB/portals/SSPM), a
reference architecture, and an annotated bibliography of 17 sources.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-26 19:28:33 +02:00

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4.9 KiB
Markdown

# Sources — Configuration Control Plane research
Annotated bibliography for [`configuration-control-plane.md`](configuration-control-plane.md).
Captured 2026-06-26. "internal" citations refer to this repo's own
[`wiki/ConfigLayering.md`](../wiki/ConfigLayering.md) and
[`wiki/CompetitiveLandscape.md`](../wiki/CompetitiveLandscape.md), which already
carry their own source lists.
## Category framing
1. **Configuration as a Control Plane: Designing for Safety and Reliability at Scale** — InfoQ.
The anchor source. Argues hyperscalers independently converged on the same safety
patterns (staged rollout, blast-radius containment, dependency-aware validation,
automated rollback) and names the emerging tech: reconciler-first control planes,
configuration knowledge graphs, AI-assisted decision support.
https://www.infoq.com/articles/configuration-control-plane/
6. **CUE Hub: the Configuration Control Plane** — CUE Labs.
Independent use of the exact category phrase; a vendor branding a product as
"the configuration control plane." Evidence the category name is forming.
https://cue.dev/blog/announcing-cue-labs/
## Layering, schema, and merge semantics
2. **Config Wars — Chapter 3: CUE** — Miru's Blog (Vedant Nair).
Comparative analysis of CUE vs JSON Schema vs Jsonnet merge semantics;
establishes CUE's commutative/associative/idempotent unification and Jsonnet's
order-dependent mixin composition.
https://mirurobotics.substack.com/p/config-wars-chapter-3-cue
3. **Data Validation use case** — CUE official docs.
Primary source: CUE merges schema and data; one definition both validates and
templates.
https://cuelang.org/docs/concept/data-validation-use-case/
8. **Declarative Management of Kubernetes Objects Using Kustomize** — Kubernetes docs.
Canonical base/overlay layering pattern.
https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization/
9. **Store config in the environment** — The Twelve-Factor App.
Foundational "separate config from code" principle underpinning the kind-separation.
https://12factor.net/config
## Configuration-as-data
10. **Introducing ConfigHub** — Brian Grant, ITNEXT.
Closest direct competitor; "configuration as authoritative data," WET rendered
config, versioned units, live-state reconciliation.
https://itnext.io/introducing-confighub-b127736641c5
11. **What is Configuration as Data?** — Brian Grant, ITNEXT.
Primary articulation of CaD vs IaC; data is authoritative, code operates on it separately.
https://itnext.io/what-is-configuration-as-data-210b0c4be324
12. **Configuration as Data** — ConfigHub docs.
Product-doc treatment of the same concept, incl. updating config from live state.
https://docs.confighub.com/background/config-as-data/
## GitOps / drift / desired vs effective state
13. **GitOps Prescription: Curing the Configuration Drift Epidemic** — BridgePhase.
Desired-state vs live-state reconciliation, drift detection/self-healing with
Argo CD and Flux.
https://bridgephase.com/insights/drift-detection/
## Feature flags, progressive delivery, AI-era config
14. **Kill switches vs progressive delivery** — Unleash.
Ring-based rollout, blast-radius containment, kill switch / circuit-breaker patterns.
https://www.getunleash.io/blog/kill-switch-vs-progressive-delivery
15. **7 Advanced Feature Flagging Best Practices for 2025** — OpsMoon.
Progressive delivery cohorts, SLO-triggered automated rollback.
https://opsmoon.com/blog/feature-flagging-best-practices/
16. **AI Configs is now GA: Runtime control for prompts and models** — LaunchDarkly.
Prompts/model selection as runtime config; <200ms propagation; guarded rollouts
that auto-revert on eval-metric regression.
https://launchdarkly.com/blog/ai-configs-ga-runtime-control-prompts-models/
17. **LaunchDarkly launches runtime control layer for the agentic AI era** — SiliconANGLE.
Independent coverage of AgentControl; runtime control of AI agents without redeploy.
https://siliconangle.com/2026/05/19/launchdarkly-launches-runtime-control-layer-agentic-ai-era/
## Outages — why configuration safety matters
4. **Configuration Change Trouble & Other 2024 Outage Trends** — ThousandEyes.
Names configuration change as a leading recurring outage cause.
https://www.thousandeyes.com/blog/internet-report-configuration-change-outages
5. **8 major IT disasters of 2024** — CIO.
CrowdStrike Falcon config update, AT&T equipment config error, McDonald's POS
third-party config change.
https://www.cio.com/article/3624552/8-major-it-disasters-of-2024.html
7. **Azure Front Door Outage: How a Single Control-Plane Defect Exposed Architectural Fragility** — InfoQ.
Control-plane defect as outage cause; reinforces the control-plane safety thesis.
https://www.infoq.com/news/2025/11/azure-afd-control-plane-failure/
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