Add adaptive weighted fitness scoring

backend/lined/.beads/interactions.jsonl

@@ -4,3 +4,4 @@
 {"id":"int-4377e589","kind":"field_change","created_at":"2026-05-29T08:40:48.238866Z","actor":"Oleksii Makieiev","issue_id":"lined-vbf","extra":{"field":"status","new_value":"closed","old_value":"in_progress","reason":"Implemented runtime scenario summary docs and CLI with critic review, verification, and Notion write-back."}}
 {"id":"int-5e657a3c","kind":"field_change","created_at":"2026-05-30T16:21:49.590801Z","actor":"Oleksii Makieiev","issue_id":"lined-z7y","extra":{"field":"status","new_value":"closed","old_value":"in_progress","reason":"Implemented account provisioning policy seam and shared role resolver; focused tests and ./gradlew check pass."}}
 {"id":"int-7ae524e7","kind":"field_change","created_at":"2026-06-01T14:19:13.525997Z","actor":"Oleksii Makieiev","issue_id":"lined-0zb","extra":{"field":"status","new_value":"closed","old_value":"in_progress","reason":"Completed calendar time-window refactor with validated window seam, conflict analyzer, header-bound requester checks, critic review, and ./gradlew check."}}
+{"id":"int-f3ed9650","kind":"field_change","created_at":"2026-06-04T20:09:53.160356Z","actor":"Oleksii Makieiev","issue_id":"lined-9wn","extra":{"field":"status","new_value":"closed","old_value":"in_progress","reason":"Implemented adaptive weighted fitness scoring, docs, and tests for experiment/adaptive-weighted-fitness."}}

backend/lined/.beads/issues.jsonl

@@ -1,15 +1 @@
-{"_type":"issue","id":"lined-51s","title":"Add scenario runner seam","description":"Architecture review bug bug/scenario-runner-seam: runtime evidence generation is split across procedural docs, kubectl ordering, k6 execution, telemetry collection, and hand-built summaries. Add a narrow runner seam that accepts scenario, workload, and output root, coordinates Kubernetes/k6/state adapters, and writes sanitized collector-ready runtime-summary artifacts.","acceptance_criteria":"A CLI under load-tests/runtime-scenarios accepts allowlisted scenario/workload inputs, coordinates kubectl and k6 through testable adapters, writes runtime-summary.json only for successful runs, writes sanitized manifests, includes unit tests, and documents the workflow.","status":"in_progress","priority":2,"issue_type":"bug","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-06-01T15:08:34Z","created_by":"Oleksii Makieiev","updated_at":"2026-06-01T15:08:49Z","started_at":"2026-06-01T15:08:49Z","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-0zb","title":"Deepen calendar time-window handling","description":"Architecture review bug: event flows pass raw OffsetDateTime pairs and repeat start/end validation across create, update, list, conflict, and user-conflict paths. Add one validated calendar time-window path and keep overlap/conflict rules local to the event scheduling module without changing public API shape.","status":"closed","priority":2,"issue_type":"bug","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-06-01T14:06:34Z","created_by":"Oleksii Makieiev","updated_at":"2026-06-01T14:19:13Z","started_at":"2026-06-01T14:06:46Z","closed_at":"2026-06-01T14:19:13Z","close_reason":"Completed calendar time-window refactor with validated window seam, conflict analyzer, header-bound requester checks, critic review, and ./gradlew check.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-z7y","title":"Fix account provisioning policy seam","description":"Architecture review bug from docs/experiment-tasks.md: AccountApplicationService exposes provisioning booleans and hard-coded default role/free-plan policy, while role resolution knowledge is duplicated between user and role modules. Implement one clear registration provisioning path, centralize default role/plan policy, and share role resolution.","status":"closed","priority":2,"issue_type":"bug","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-30T16:16:47Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-30T16:21:50Z","started_at":"2026-05-30T16:16:55Z","closed_at":"2026-05-30T16:21:50Z","close_reason":"Implemented account provisioning policy seam and shared role resolver; focused tests and ./gradlew check pass.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-9pq","title":"Define SLO constraint thresholds","description":"Define initial local experiment SLO and constraint thresholds for classifying runtime-summary evidence for experiment/slo-constraint-thresholds. Keep backend behavior and scoring unchanged; add docs/config only.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-30T05:18:03Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-30T05:24:19Z","started_at":"2026-05-30T05:18:18Z","closed_at":"2026-05-30T05:24:19Z","close_reason":"Completed SLO threshold docs and versioned config","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-vbf","title":"Add runtime scenario summary workflow","description":"Implement experiment/runtime-scenario-summaries: add a repeatable local workflow for running kind deployment scenarios under k6 and producing sanitized runtime-summary.json artifacts for collector ingestion.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-29T08:25:25Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-29T08:40:48Z","started_at":"2026-05-29T08:25:33Z","closed_at":"2026-05-29T08:40:48Z","close_reason":"Implemented runtime scenario summary docs and CLI with critic review, verification, and Notion write-back.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-8jq","title":"Add Prometheus telemetry pipeline","description":"Implement experiment/prometheus-telemetry-pipeline from docs/experiment-tasks.md by adding local kind Prometheus manifests and documentation for collecting Actuator runtime metrics.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-28T20:30:07Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-28T20:36:12Z","started_at":"2026-05-28T20:30:16Z","closed_at":"2026-05-28T20:36:12Z","close_reason":"Implemented Prometheus telemetry pipeline manifests and documentation","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-hgb","title":"Add runtime fitness extension","description":"Implement experiment/fitness-runtime-extension by documenting runtime-aware fitness inputs and adding optional summarized runtime metrics ingestion without changing the existing structural fitnessScore.","acceptance_criteria":"Runtime fitness design is documented and linked; collector optionally reads summarized runtime metrics without failing when absent; existing fitnessScore semantics and analyzer compatibility are preserved; Notion research pages are updated and verified.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-28T06:21:08Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-28T06:31:02Z","started_at":"2026-05-28T06:21:22Z","closed_at":"2026-05-28T06:31:02Z","close_reason":"Implemented runtime fitness design docs, optional collector runtime summary ingestion, critic review loop, verification, and Notion write-back.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-byj","title":"Add load-test baseline","description":"Implement experiment/load-test-baseline by adding a repeatable k6 workload for users, lobbies, tasks, and events against the local kind backend baseline.","acceptance_criteria":"k6 baseline script creates synthetic data and exercises valid workflows; documentation explains kind port-forward, k6/Docker commands, synthetic data, and Prometheus metrics verification; no Spring business behavior changes.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-25T19:40:17Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-26T04:33:19Z","started_at":"2026-05-25T19:40:27Z","closed_at":"2026-05-26T04:33:19Z","close_reason":"Completed: added bounded k6 load-test baseline script, documented smoke/baseline workflows, Docker fallback, synthetic data behavior, and runtime metrics verification; Gradle test/check and static script checks passed.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-cy8","title":"Runtime metrics baseline","description":"Implement experiment/runtime-metrics-baseline from docs/experiment-tasks.md: expose Prometheus-compatible backend metrics and document key runtime signals so /actuator/prometheus can be collected for latency, error, and resource analysis.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-25T19:11:10Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-25T19:22:23Z","started_at":"2026-05-25T19:11:18Z","closed_at":"2026-05-25T19:22:23Z","close_reason":"Implemented runtime metrics baseline with Prometheus scrape metadata, documentation, and local verification.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-stn","title":"Add backend Kubernetes health probes","description":"Implement experiment/backend-health-probes by configuring the kind backend Deployment with Spring Boot Actuator readiness and liveness probes, documenting verification steps, and preserving backend business behavior.","acceptance_criteria":"Backend Deployment has readinessProbe and livenessProbe using Actuator endpoints; readiness and liveness health groups are explicit; kind baseline docs explain probe verification; Gradle quality gates and kind rollout verification pass.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-25T18:08:23Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-25T18:14:45Z","started_at":"2026-05-25T18:08:35Z","closed_at":"2026-05-25T18:14:45Z","close_reason":"Completed: configured Actuator readiness and liveness health groups, added Kubernetes probes to the kind backend Deployment, documented verification steps, and verified Gradle test/check/JaCoCo plus kind rollout and Actuator smoke tests.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-wq2","title":"Deploy backend baseline to kind","description":"Implement experiment/kind-postgres-backend-baseline by adding local kind Kubernetes manifests for PostgreSQL and the Spring Boot backend, plus documentation for building, loading, applying, port-forwarding, and verifying the Actuator health endpoint.","acceptance_criteria":"PostgreSQL and backend Kubernetes manifests exist under k8s/kind; docs explain the reproducible kind workflow; backend health can be verified at /actuator/health after port-forwarding; Java business behavior is unchanged.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-23T17:57:50Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-23T18:03:39Z","started_at":"2026-05-23T17:57:59Z","closed_at":"2026-05-23T18:03:39Z","close_reason":"Completed: added k8s/kind manifests, documented the kind baseline workflow, and verified Docker build, kind load, rollout status, and /actuator/health smoke test.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-62z","title":"Add backend Docker image","description":"Add reproducible Docker image support and documented build/run flow for the Spring Boot backend as the experiment/backend-containerization task.","acceptance_criteria":"Dockerfile builds the backend image reproducibly; container run flow is documented; docs index routes to the containerization guide; backend behavior is unchanged.","status":"open","priority":2,"issue_type":"task","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-23T17:35:06Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-23T17:35:06Z","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-15y","title":"Remove redundant calendar requesterId query parameter","description":"PR #43 review follow-up: conflict endpoints now bind requester identity to X-User-Id, making the requesterId query parameter redundant. Deprecate and remove requesterId from /api/calendar/conflicts and /api/calendar/user-conflict in a compatibility-focused cycle.","status":"open","priority":3,"issue_type":"task","owner":"alexmakeev2703@gmail.com","created_at":"2026-06-01T14:40:15Z","created_by":"Oleksii Makieiev","updated_at":"2026-06-01T14:40:15Z","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-oss","title":"Document Notion knowledge-base workflow","description":"Add backend documentation for using Notion as the durable knowledge base, including write-back checklist, verification after write, fallback policy, and entry template.","status":"closed","priority":3,"issue_type":"task","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-26T20:53:14Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-26T20:53:24Z","closed_at":"2026-05-26T20:53:24Z","close_reason":"Completed: added Notion knowledge-base workflow doc, linked it from backend docs index and AGENTS routing, and verified the documentation diff.","dependency_count":0,"dependent_count":0,"comment_count":0}
-{"_type":"issue","id":"lined-azh","title":"Verify backend Docker image with running daemon","description":"Docker build and container smoke checks for experiment/backend-containerization could not run in this session because Docker daemon socket /Users/oleksii_makieiev/.docker/run/docker.sock was missing. Start Docker Desktop or another daemon, run docker build -t lined-backend:local ., then run the image against PostgreSQL and verify /actuator/health and /swagger-ui.html.","acceptance_criteria":"docker build succeeds; container starts against PostgreSQL; actuator health and Swagger UI are reachable from localhost.","status":"open","priority":3,"issue_type":"task","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-23T17:39:18Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-23T17:39:18Z","dependency_count":0,"dependent_count":0,"comment_count":0}
+{"_type":"issue","id":"lined-62z","title":"Add backend Docker image","description":"Add reproducible Docker image support and documented build/run flow for the Spring Boot backend as the experiment/backend-containerization task.","acceptance_criteria":"Dockerfile builds the backend image reproducibly; container run flow is documented; docs index routes to the containerization guide; backend behavior is unchanged.","status":"closed","priority":2,"issue_type":"task","assignee":"Oleksii Makieiev","owner":"alexmakeev2703@gmail.com","created_at":"2026-05-23T17:35:06Z","created_by":"Oleksii Makieiev","updated_at":"2026-05-23T17:41:10Z","started_at":"2026-05-23T17:35:17Z","closed_at":"2026-05-23T17:41:10Z","close_reason":"Implemented Dockerfile, .dockerignore, and containerization docs; Gradle check and JaCoCo passed. Docker daemon-backed build/run verification is tracked separately in lined-azh because the local Docker socket was unavailable.","dependency_count":0,"dependent_count":0,"comment_count":0}