kontextual-engine/workplans/KONT-WP-0010-observability-export-enterprise-readiness.md

id, type, title, domain, repo, status, owner, topic_slug, planning_priority, planning_order, created, updated, state_hub_workstream_id

id	type	title	domain	repo	status	owner	topic_slug	planning_priority	planning_order	created	updated	state_hub_workstream_id
KONT-WP-0010	workplan	Observability Export And Enterprise Readiness	markitect	kontextual-engine	todo	codex	markitect	high	10	2026-05-05	2026-05-05	09d769a5-a3cf-4cdf-ae5e-b4ecf767f109

KONT-WP-0010: Observability Export And Enterprise Readiness

Purpose

Add the operational surfaces that make the engine inspectable, recoverable, portable, measurable, and ready for enterprise-oriented expansion: metrics, events, job inspection, recovery actions, governed export packages, governance inspection, extension hooks, backend abstraction readiness, quality signals, cost signals, and MVP compliance reporting.

Requirement Coverage

Primary: FR-200 to FR-207 and FR-220 to FR-225.

Supporting: FR-183 to FR-188, FR-127 to FR-132, FR-070, FR-166 to FR-168, FR-240 to FR-245.

Architecture Constraint

Implement observability, export, events, webhooks, and recovery through the ports, services, audit model, and export package model described in docs/architecture-blueprint.md. Export and observability must preserve policy checks and must not require direct storage access.

markitect-tool Boundary Remark

Observability and export should surface Markitect adapter provenance, snapshot identity, selector references, context-package manifests, and operation provenance where markdown-backed assets depend on them. Export formats remain engine-owned and should include Markitect payloads as documented adapter sections, not as the whole portability model.

E10.1 - Expose operational metrics events and job inspection

id: KONT-WP-0010-T001
status: todo
priority: high
state_hub_task_id: "ce6cfbc4-b171-4f03-a27b-c46abbde85a0"

Expose operational telemetry for ingestion, retrieval, indexing, transformations, workflow jobs, permissions, audit, exports, and service health.

Acceptance:

• Operators can inspect current and historical job state.
• Metrics include ingestion throughput, query latency, API latency, workflow completion, failure rate, queue age, and storage/index health.
• Events use correlation IDs that line up with audit records.

E10.2 - Implement administrative recovery actions

id: KONT-WP-0010-T002
status: todo
priority: high
state_hub_task_id: "8f0ead65-79be-42e3-8ec8-43d146bb3934"

Provide authorized recovery actions for retry, re-run, re-index, cancel, quarantine, repair, and failure inspection.

Acceptance:

• Recovery actions enforce permissions and audit events.
• Common ingestion, indexing, workflow, and transformation failures are recoverable without direct database edits.
• Partial failure reports remain available after recovery.

E10.3 - Implement export packages manifests and integrity validation

id: KONT-WP-0010-T003
status: todo
priority: high
state_hub_task_id: "54ed199f-636e-4cfd-898f-fd6ad0057b61"

Implement governed export packages for assets, normalized representations, metadata, relationships, provenance, versions, audit references, and derived artifacts.

Acceptance:

• Exports can be scoped by asset ID, collection, query, workflow run, source system, lifecycle state, date range, or governance policy.
• Export manifests include schema version, counts, hashes, actor, time, and policy context.
• Export validation can detect missing records or integrity mismatches.

E10.4 - Implement governance inspection and reporting hooks

id: KONT-WP-0010-T004
status: todo
priority: medium
state_hub_task_id: "c62c5f36-30d9-4469-90cf-5dc3d37588ba"

Expose governance inspection for permission coverage, policy gaps, stale permissions, missing metadata, lifecycle exceptions, access anomalies, retention coverage, legal holds, and audit completeness.

Acceptance:

• Governance reports can be generated for selected scopes.
• Reports identify under-classified, overexposed, stale, held, or policy-conflicted assets.
• Reporting respects authorization and redaction policy.

E10.5 - Implement extension events webhooks and backend abstraction readiness

id: KONT-WP-0010-T005
status: todo
priority: medium
state_hub_task_id: "f1713b41-0535-47fc-ba7e-054aea93f8cf"

Prepare the extension surface for source adapters, extractors, transformations, validators, policy modules, webhooks, events, and backend swapping.

Acceptance:

• Extension points are documented and covered by contract tests.
• Events can be emitted for asset changes, ingestion completion, workflow status, policy exceptions, derived artifact creation, and review decisions.
• Storage, index, queue, workflow, AI, and model backend abstractions remain externally semantic-preserving.
• Markitect adapter contract tests are part of the extension compatibility posture for markdown-related engine capabilities.

E10.6 - Capture retrieval AI cost and quality signals

id: KONT-WP-0010-T006
status: todo
priority: medium
state_hub_task_id: "1d36035a-b211-49e9-935c-382d52aa3639"

Capture retrieval quality, AI operation, and cost signals where available.

Acceptance:

• Retrieval metrics include precision hooks, zero-result rate, low-confidence result rate, and feedback counts.
• AI usage can record model calls, token or compute usage, provider errors, and estimated operation cost where adapters provide them.
• Signals can be attributed to assets, workflows, agents, applications, and actors.

E10.7 - Add performance smoke tests and MVP compliance report

id: KONT-WP-0010-T007
status: todo
priority: medium
state_hub_task_id: "057c7bcf-f224-4d9f-9161-6bfff4948e95"

Create smoke tests and a compliance report against the V0.2 MVP acceptance perspective.

Acceptance:

• Smoke tests measure representative ingestion, query, workflow, and export behavior.
• MVP compliance report maps implemented behavior to FRS P0 requirements.
• Remaining P1/P2 gaps are explicit and prioritized.

Definition Of Done

• Operators can inspect, diagnose, recover, export, and evaluate MVP engine behavior through supported surfaces.
• Export packages preserve enough context for inspection and migration.
• Observability, events, recovery, and export follow docs/architecture-blueprint.md.
• python3 -m pytest passes.