From observing to acting
Two back-to-back overnight runs. Run 1 finished the observation story: the platform now tells the truth about node health (corosync is the liveness authority, not a stale stats aggregate), explains every non-healthy status with machine and human reasons, models the estate as physical containment plus orthogonal service membership, and separates what Aros runs on from what Aros merely watches. Run 2 crossed the line from observing to acting: the ADR-0025 action framework went live, and Aros deployed its own VMs — request, policy gate, human approval, Dramatiq execution, hypervisor clone, boot, discovery, all stitched onto one audit correlation chain you can read top to bottom on the new entity detail page.
Provenance: both runs were dispatched from single prompts authored in the operator’s claude.ai sessions — each carrying pre-made operator ratifications, strictly ordered ship-gated priorities, and a reporting contract. The run prompt replaced the sprint plan as the unit of planning; the companion piece, From Sprints to Runs, tells that story.
48 hours, 141 contributions, two runs and two follow-up passes
Every item merged through the full CI gate (lint + types + unit + integration-on-real-PG + migration round-trip + Playwright smoke), deployed to dev, and live-verified against the real homelab before being called done.
commits across aros-backend, aros-frontend, aros-docs in 2 days
backend #2–#14 · frontend #2–#14, every one CI-green
smoke single + 3-VM cluster, all in the fenced aros-deployed pool
pve1 131 · pve2 218 · pve3 193 — live P4 findings as of close
Health truth, hierarchy, scope, findings, honesty
The dispatch: P0 through P5, overnight, unattended. Everything below shipped, merged, deployed to dev, and verified before morning — then a same-day polish pass turned the remaining placeholder pages real and deleted every mock from the frontend.
- P0
Health truth — corosync is the liveness authority
pve2/pve3 showed unhealthy because GET /nodes answers from one node and reports the OTHER members from its local pvestatd aggregate, which goes stale. The corrected rollup: corosync membership (/cluster/status) decides liveness; /nodes is only the stats source. Every adapter now emits reasons[] — machine code + human message — persisted through inventory into the API and expandable from every status badge. The docker adapter got its mTLS certs mounted and names the exact cert path when degraded. - P1
Containment-only hierarchy + Estate/Services split
parent_id now means physical containment, nothing else. A Patroni member nests under its host VM (aros-pg-dev-N appears ONCE, with postgres inside it) — cluster membership is the orthogonal cluster_membership edge, rendered as Services cards with member chips and expected-vs-resolved counts. Tree integrity report stresses the graph for orphans, cycles, and unexpected roots; roots == hardware. - P2
Scope: platform vs estate
Every entity carries scope — platform (the Aros substrate: aros-* VMs, PVE nodes, clusters) or estate (what Aros watches but does not own: Plex, Minecraft, templates). Derived at discovery, backfilled by migration 0015, one segmented control to isolate either. 37 platform / 18 estate on dev at close. - P3
Findings — the attention queue
platform.finding (migration 0016) + an idempotent sync pass wired into every discovery cycle: dedup-keyed upserts, last_seen refresh, auto-resolve when the condition clears, audit entries on create and resolve. Scoped to platform entities so estate power states are not operator noise. The dashboard became a real attention queue — at close it showed exactly one honest finding: edge degraded, the real oauth2-proxy timeout. - P4 + P5
Real tenant switcher + honest stubs
The switcher sources GET /tenants/me (member-only), threads X-Aros-Tenant on every request, and dropped its simulated badge — pinned by contract tests. Everything not yet real said so honestly: /deploy shipped gated and empty, naming ADR-0025 as its gate; reserved finding kinds carried pending-Sprint-6 labels instead of fake rows. - Polish
Real pages from existing APIs, zero mocks left
Operator-requested same-day pass: Hosts (PVE node cards with CPU/memory/uptime), VMs (node-grouped tables with scope chips), Cluster (service cards with member chips), and a full /findings management page with lifecycle actions. Audit gained real filter dropdowns from a new /audit/facets endpoint. src/lib/mocks deleted entirely — zero mock or simulated references remain in the frontend.
The ADR-0025 minimum slice, live, with receipts
The dispatch granted one new credential (proxmox-write, ACL-scoped to the aros-deployed pool) and one hard limit: vm.deploy executes ONLY against that pool; destroy is out of scope entirely. The pool is bound in code AND in the token ACL — defence in depth.
- Credential
aros-deployer@pve!deploy, built API-first
Root SSH to pve1 was not available, so the entire write credential was created through the Proxmox API from the IaC control node: user, privsep token, a custom ArosTplClone role (VM.Clone + VM.Audit on the three templates), PVEVMAdmin on the pool, storage + bridge grants — for the user AND the token, because privsep tokens inherit nothing. Secret vaulted; env distributed to the three dev VMs. - M1 pipeline
request → policy gate → approval → execution → audit
POST /api/v1/actions validates the target entity, evaluates policy (the seeded MSP vm.* rule answers REQUIRE_APPROVAL), writes action.requested, and parks a 202 approval. Approve enqueues ONE Dramatiq task (max_retries=0 — a blind re-clone would mint a duplicate VM). The executor calls the proxmox adapter: next free vmid, full clone into the fenced pool, sizing + cloud-init + tags (aros-managed always on), start, UPID-polled at every step. Success kicks a discovery cycle so the new VM lands in inventory within seconds. - Provenance
Server-authored, hypervisor round-trip
The executor writes a JSON provenance blob — correlation_id, requested_by, approval_id, template, deployed_via — into the clone description. Discovery parses it back into metadata.provenance and audit-links the discovered entity onto the SAME correlation chain. The entity detail page renders Requested → Approved → Executed → Discovered as one timeline. Deployed VMs are tagged aros-managed, scoped estate, and deliberately outside Terraform — Aros is their system of record. - M1 verified
aros-run2-smoke-0, end to end
202 awaiting_approval → approve → clone + cloud-init + boot as vmid 113 in pool aros-deployed → approval lands executed → discovered with scope estate, parent pve1, provenance intact → audit chain shows four linked entries on one correlation id. The operator demo VM (aros-run2-test-1) was deliberately left undone for a live walkthrough. - M2
A 3-VM cluster as ONE ordered task
count=3 templates expand {name}-{n} and run as a single task whose result column streams per-member sub-states live: pending → deploying → succeeded, in order, with vmids. Partial failure halts every not-yet-attempted member (NO rollback — deployed members keep running), opens a P2 deployment_partial_failure finding on the correlation chain, fails the approval, and dead-letters the task with sub-states preserved. The finding survives discovery cycles by design: the sync pass now only auto-resolves kinds whose lifecycle it owns. - M2 verified
aros-run2-grp 1/2/3 + a deployed_group service
Live run: three members cloned in order (vmids 115/116/117), sub-states streamed, six audit entries on one chain (the aggregate execution entry targets group:aros-run2-grp). Discovery minted a deployed_group cluster entity (estate, aros-managed) whose members resolve through the existing membership linker — 3/3, shortfall 0, member chips on the Cluster page.
Fix the broken routes, then make every entity page worth visiting
Operator feedback after the runs: /infrastructure rendered an empty pane, /infrastructure/inventory crashed with Invariant failed, and the entity detail page told you borderline nothing — a uuid parent chain and raw JSON. Plus: show me when updates are due.
- Routes
Three layout/routing defects fixed and pinned
The Shell used min-h-screen, so child layouts using h-full had no height context — bare /infrastructure collapsed to an empty pane with a stray scrollbar (now h-screen + an index redirect to Hosts). /infrastructure/inventory threw Invariant failed because the page component was bound to the OTHER route that mounts it; it now reads search params route-agnostically with one shared validator declared on both mounts. Both routes joined the e2e smoke as regression pins. - Detail pages
Class-aware panels, named topology, what-runs-here
Every entity class gets a purposeful detail page. Nodes: CPU/load/uptime plus memory, root-disk, and swap usage bars, and a System card (PVE version, kernel, CPU model, boot mode, corosync view). VMs: vCPU + live cpu%, memory used/allocated bar, disk, uptime, IP chips, and a Placement card linking to the host node. Containers: image/state/host. Postgres: role/lag/timeline. The uuid parent chain became a Topology card: ancestors resolved to NAMED links, children listed with health — pve2 shows its 22 VMs, a VM shows its nested postgres. Host cards on /infrastructure/hosts link straight to the node page — no more reaching pve2 by clicking through some VM. - Enrichment
Node system identity exposed real version drift
The adapter now reads /nodes/{n}/status every cycle: PVE version, kernel, CPU model, loadavg, rootfs/swap usage, boot mode into node metadata. First render of the Hosts page made the drift impossible to miss: pve1 on PVE 8.4.0 / kernel 6.8.12, pve2 on 9.0.3 / 6.14.8, pve3 on 9.1.1 / 6.17.2 — three nodes, three major-version states. - Updates
Pending apt updates, behind a deliberately-scoped grant
PVE gates even the GET of the pending-update list behind Sys.Modify — a write-class privilege. First pass refused to expand the read-only token unilaterally and said so in the UI. The operator approved a narrow grant: a dedicated ArosAptRead role (Sys.Modify on /nodes only) for the reader, used exclusively for GETs — Aros never POSTs apt endpoints; pushing updates is a future, separately-approved capability. The adapter now reads the cached update list per node per cycle; the System card shows the count amber with package sample chips; and updates_available graduated from a reserved stub to a LIVE P4 finding kind that auto-resolves once a node is patched.
What actually went wrong, and how it got fixed
Per the house style: the recap covers the troubleshooting, not just the happy path. Every card below is a real defect or near-miss from these two days.
Nested ssh quoting collapse ate four lines of two env files
While distributing the new PROXMOX_WRITE_* variables to the three dev VMs, a double-hop ssh command (WSL → iaccn01 → VM) with nested quotes partially executed in the wrong shell context. The env files on .172 and .173 silently LOST four pre-existing lines — DOCKER_HOSTS plus the three read-credential PROXMOX_* variables.
Each ssh hop strips one layer of quoting. The inner command boundary dissolved, so part of the heredoc ran on the intermediate host and the remote append truncated mid-file. Classic, known, and still bit — because the command LOOKED safe in a single line.
Stop. Verify state on every host in the chain before continuing (iaccn01 was clean). Diff the surviving keys against the intact .171 file, copy the four exact lines back via single-hop scp + sudo tee -a, then verify all three files byte-identical on key count and value lengths (never values). Standing rule re-learned and written into the session receipts: script files + single hops, never nested inline quoting. The deploy went on to succeed.
The membership linker silently rejected the new deployed_group members
M2 deployed the 3-VM cluster perfectly, discovery minted the deployed_group cluster entity — but the membership linker resolved 0/3 members and opened a P3 shortfall finding. The member chips the demo needed were empty.
link_cluster_memberships reads each declared member as member[host] — the canonical dict shape every health adapter emits. The new build_group_entities emitted members as bare name strings, which the linker classifies as malformed_member and skips, logging three unresolved lines that initially looked like a name-resolution failure rather than a shape mismatch.
Emit the canonical shape — a host/role dict per member — and pin it in the unit test with a comment naming the live-debugged lesson. Next cycle: 3/3 resolved, shortfall 0, the finding auto-resolved itself, and the member chips lit up. The fix PR went branch → CI → merge → deploy → re-verify inside 20 minutes.
The tasks worker quietly consumes the discovery queue too
During M2 verification the discovery worker log went silent — enqueues fired every 5 minutes, no cycle ran for 15. The deployed VMs were not landing in inventory and the e2e harness timed out waiting.
The action executor imports the discovery module (for the post-action discovery kick), which registers the discovery_run actor in the TASKS worker process — and a dramatiq CLI worker consumes every queue its registered actors declare. So discovery messages round-robin between two consumers, and the cycles were running fine in the OTHER container log. Same root cause produced an ActorNotFound: partition_run noise line for a seal-worker actor. Also explains a brief finding flap during a deploy window: the last old-image cycle and the first new-image cycle disagreed for one round.
No code change this run — behaviour is correct (the kick is exactly why deploys land in inventory within seconds), just confusing to observe. Tracked for Sprint 6: pin —queues per worker container so each consumes only its own. The debugging session also produced a monitor that sampled finding state across 8 cycles to prove the flap converged — it had, within one cycle of the deploy.
The M1 harness polled for a task state that does not exist
The M1 live run printed FAIL: task did not succeed — directly under a task result showing the clone had succeeded: vmid 113 allocated, cloned, configured, started.
The verification script polled for state == succeeded. The task state machine says completed. The pipeline was fine; the harness was wrong — a reminder that verification code is code and earns the same scrutiny.
Fix the predicate, resume verification from the discovery step with the already-known correlation id (no second VM minted), and note the mismatch inline in the captured evidence so the FAIL line in part 1 of the transcript reads correctly forever.
Invariant failed: one page component, two routes, one set of bound hooks
Clicking Inventory in the sidebar navigated to /infrastructure/inventory and crashed the pane with Invariant failed. The same page worked fine at its legacy /inventory address.
The /infrastructure/inventory route re-used the exported InventoryPage component — but that component called Route.useSearch() where Route is the /inventory route object. Mounted under a different route there is no matching context, and the typed hook throws. The infrastructure mount also never declared validateSearch, so even the search contract was absent.
Make the page route-agnostic: read params via useSearch with strict mode off, re-validate through one shared validator module that BOTH route declarations import, and navigate relative to whichever route mounted it. Both URLs joined the Playwright smoke as permanent regression pins, alongside the index-redirect fix for the empty /infrastructure pane.
PVE gates the apt update LIST behind a write privilege
The detail-page overhaul wanted pending apt updates per node. GET /nodes/{n}/apt/update returned 403 Sys.Modify with the read-only PVEAuditor token — there is no read-only apt privilege in the PVE permission model at all.
Proxmox treats the package index as a Sys.Modify surface even for reads. Granting it to the reader token means the token COULD post apt actions — a privilege expansion no autonomous run should make on its own authority.
First pass shipped without the data and said so in the UI — a one-line note naming the exact privilege gap instead of an empty field. The operator then approved a narrow grant: a dedicated ArosAptRead role carrying only Sys.Modify, ACL-scoped to /nodes, attached to the reader user and token, used exclusively for GETs. The collector reads the CACHED update list (the PVE daily timer refreshes it; the GET never runs apt). 542 pending updates across the three nodes surfaced as live P4 findings within one discovery cycle, and the UI note now only renders if the grant ever regresses.
Two formatter gates, two repos, the same lesson twice
A frontend PR went red in CI on the lint step after every local check passed.
The CI lint step runs eslint AND prettier format:check as separate gates; the local loop had only run eslint. The exact same trap exists on the backend (ruff check vs ruff format —check) and had already bitten there weeks earlier.
Format, re-push, green — then encode the rule where it cannot be forgotten: the cross-session memory note about local validation gates now covers both repos with the full gate list per side. The local gate scripts used for the rest of the run included format checks from then on.
The shapes that will outlive these two days
Run 2 was deliberately a minimum slice of ADR-0025 — no dry-run, no rollback, no rate limits — but the shapes below are the rails Sprint 6 adapters extend.
The two days by the numbers
Counted across aros-backend, aros-frontend, and aros-docs. Full per-item receipts with verification one-liners live in ai-context/SESSION.md; raw evidence transcripts in ai-context/session-evidence/.
unit + integration-on-real-PG, all green at close
vitest, plus 13 smoke routes + 5 flows in Playwright
0013–0017: stable identity → scope → findings → deployment templates + vm.* policy
unhealthy · stale · orphan · shortfall · partial-failure · updates available
Written down so the next session does not rediscover them
Tracked in the 5B ledger and SESSION.md — none block the current state.
1. Worker queue pinning — the tasks worker consumes the discovery queue via actor-import side effects; pin —queues per container in Sprint 6.
2. PVE version drift finding — the data now exposes 8.4.0 / 9.0.3 / 9.1.1 across the three nodes; a pve_version_drift emitter is a natural follow-up to the updates_available pattern.
3. restart_required + in-guest OS versions — need kernel-vs-running comparison and VM.Monitor (guest agent) respectively; both stay honestly reserved.
4. Deployed VMs persist by design (destroy is out of scope): vmids 113, 115, 116, 117 in pool aros-deployed, plus the operator demo (aros-run2-test-1) staged in DEMO-SCRIPT.md.
5. 5B-21 events WebSocket surface — the events page remains an honest audit-backed interim.
6. iDRAC/Redfish hardware adapter — a ratified vision doc already exists (ai-context/17-hardware-platform-vision.md, operator-ratified 2026-06-11, with live R740XD field addenda): entity granularity, suppression catalog, console broker, the Run A–E ladder. Future sessions extend it, not re-scope it. PVE nodes are the hardware tier in inventory today.