Three read routes over the PR4 data: metrics/device-history
(MemberRead + tenant query param - one route serves the web banner AND
MCP, GA cross-tenant via ?tenantId= with a sessionId-based owner
fallback; history:null is a normal outcome), metrics/device-journeys
and global/metrics/device-journeys (days selector honored because FTR
counts are additive - window rate = ratio of summed daily rows; the
tenant-less global variant serves the "global" partition and discloses
repeatDevices:null). Attempt numbers are server-computed
(DeviceJourneyCalculator.ComputeAttemptNumber: chain position within
the journey; live sessions via a virtual non-successful attempt so the
redeploy and 30d-gap rules apply) - no consumer re-derives journey
semantics. Repeat-devices violator list: last journey >=2 attempts with
newest terminal ref in-window, attempts desc then recency, cap 10,
failure reason from the newest failed attempt (bounded point-reads).
Web: DeviceHistoryBanner on session detail ("Attempt N for this device
- View history", expandable terminal chain, durations strictly the
authoritative durationSeconds, WG/DevPrep/admin-marked badges) and the
Fleet Health "First-time-right" section (rate gated at >=20 completed
journeys with disclosed n, junk-serial exclusion note, Monday-UTC
weekly trend, attempt histogram, repeat devices) following the 7/30/90
selector. MCP: get_device_history (serial mode / fleet FTR mode,
role-aware routing, all roles - GA_FULL privilege snapshot extended
deliberately). Docs: OKF backend/device-journeys.md + index/log.
Backend 3447/3447 (14 new: attempt-number vectors incl. gap boundaries
and live sessions, additive sums, days clamping, repeat-device
gate/sort/cap), web tsc + vitest 627/627, MCP tsc + 455 passed.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
22 KiB
Log
2026-07-27
- Creation: Added
backend/device-journeys.md— F2 device history / First-Time-Right: the device key (trim + case-fold serial, junk/placeholder exclusion incl. the agent'sUnknownWMI sentinel), journey grouping over the terminal set Succeeded/Failed/Incomplete (first success ends a journey, a >30-day gap from the previous attempt's CompletedAt starts one, WhiteGlove's single session row is ONE attempt, open sessions are never attempts), theDeviceHistorieschain (cap 20, written inline at the terminal seam, healed by the sweep, deleted-session refs pruned tombstone-driven, deliberately not in the per-session deletion manifest) and the additiveDeviceJourneyAggregatesdaily rows (window rate = ratio of sums — no rolling row needed, 180-day retention). Surfaces: the session-detail "Attempt N" banner with server-computed attempt numbers (virtual-attempt rule for live sessions), the Fleet Health First-time-right section (≥20-journey gate, attempt histogram, repeat-devices violator list), and the MCPget_device_historytool (serial mode / fleet FTR mode).
2026-07-25
- Update:
agent/secureboot-ca2023-detection.md— review follow-up on90012d9hardened the privilege scope, the repo's only privilege-adjustment code and therefore the precedent for any future one. The process token moved from a rawIntPtrto aSafeHandleassigned by the P/Invoke marshaler, so the CLR owns it from the momentOpenProcessTokenreturns and the critical finalizer releases it even whenDisposenever runs — previously an async exception between the successful open and the caller'susingleaked the handle with the privilege enabled and no owner left to restore it.Disposebecame idempotent and now releases the handle in afinally, so a throwing restore cannot strand it; the restore obligation is recorded immediately after the successfulAdjustTokenPrivilegeswith nothing throwable in between. The whole enable → read → restore sequence runs under a static gate because the privilege is adjusted on the process token: a concurrent reader would see "already enabled", correctly skip its own restore, and then lose the privilege mid-read when the first reader disposed, reportingprivilege_deniedon a machine that holds it.
2026-07-24
-
Creation: Added
backend/server-actions-on-demand-diagnostics.md— the ServerAction channel (queue onSessions.PendingActionsJson, deliver piggy-backed on the next ingest response, at-least-once withType|RuleId|QueuedAtdedup and sequential dispatch) and the on-demand log collection built on it: the portal's always-visible Collect Logs button, the newEndpointPolicy.TenantAdminOrOperatortier with the mandatory in-function per-type re-gate (Operators queue onlyrequest_diagnostics), the member-readablediagnosticsUploadConfiguredfeature flag, the admin quick-config path that must queuerotate_configbeforerequest_diagnostics(works against the deployed fleet — a one-time override would not, the mode gate is agent-side), sequence-based progress matching immune to agent clock skew, and the offboarding cascade's hosted-prefix sweep closing the latest-wins orphan-blob gap. -
Update:
agent/esp-policy-provider-stall.md— the customer's follow-up on issue #106 corrected the field-case mechanics:TrackingPoliciesCreated=1WAS set under the foreignConfigMgrprovider, so the ESP ignores a foreign provider's completion values and waits on the Intune-registeredSidecarprovider by name (the rename toSidecarcreates no tracking entries yet unblocks instantly). The completeness-keyed detector would have missed exactly this — the incident it was built for. The tripwire is now two-armed under one event type discriminated byreason:provider_incomplete(unchanged dwell on continuously-incomplete providers) andsidecar_provider_missing(≥ 1 Setup/Apps provider registered withoutSidecar, completeness deliberately ignored, clock reset when Sidecar registers later). Sidecar-missing wins thereasonwhen both arms cross in one round; the cross-restart fingerprint gains asidecarMissingsentinel; payload addsreasonandsidecarMissingForMinutes. Evidence for the name-keyed wait: Niehaus' documented Intune WAP payload always registersSidecar(ConfigMgr only via a co-management settings policy) and Microsoft's ESP troubleshooting models app tracking exclusively through the Sidecar subkey. -
Creation: Added
agent/esp-policy-provider-stall.md— a customer diagnosed that pre-provisioned devices with the ConfigMgr client as a blocking app occasionally park the user ESP at "Apps (Identifying)" for days: only aConfigMgrprovider is registered underEnrollmentStatusTracking\Device\Setup\Apps\PolicyProviders(noSidecar= IME) andTrackingPoliciesCreatednever becomes 1 — a wait the CSP defines without any timeout; renaming the key toSidecarunblocks immediately. The agent now ships the always-onesp_policy_provider_stalledtripwire (60-s tick, 15-min continuous-incompleteness dwell, one-shot per provider,StartupEventGatefingerprint across restarts, purely observational via the InformationalEvent rail — no toggle, no ConfigVersion bump), generalized to any provider in bothSetup/AppsandDevicePreparationkinds rather than hardcoding the ConfigMgr case. Companion change:SOFTWARE\Microsoft\Windows\Autopilotjoins the gather-rule registry allowlist so tenants can target the subtree with custom rules (e.g.not_existson the Sidecar key). -
Creation: Added
agent/secureboot-ca2023-detection.md— ANALYZE-SEC-001 warned on devices whose firmware already carried the 2023 certificate, because the agent only read theSecureBoot\Servicing\UEFICA2023Statusregistry value, which mirrors the Windows Update rollout rather than the firmware (customer report). The agent now reads the UEFIdb/KEKvariables natively (GetFirmwareEnvironmentVariableExWwithSeSystemEnvironmentPrivilegeenabled on the process token — first privilege-adjustment code in the repo) and emits per-certificate booleans onsecureboot_status. Suppression rides on a one-sided marker,uefiCa2023FirmwareConfirmed, emitted only on positive confirmation: the engine'snot_existsprecondition fails on any present value, so a two-sided boolean could not distinguish "confirmed" from "checked and missing", while the marker's absence keeps old agents and firmware-missing devices on the v2 path. Rule v3.0.0 is therefore safe to seed before the agent release. -
Update:
url-registry.md— the first release after the alias migration surfaced Front Door caching as a correctness hazard: the alias served the previousversion.json(X-Cache: TCP_REMOTE_HIT) after the origin had rotated, and since manifest and ZIP are independent cache entries, a stale manifest with a fresh ZIP fails the bootstrap SHA-256 check. Route caching on/agent/*is now disabled and every blob upload stampsCache-Control: no-cache(CISend-Blob, localbuild.ps1,versions/*.jsonmanifests) — all agent-container blobs rotate in place, so nothing there is safely cacheable. -
Update:
agent/decision-engine.md— the RealmJoin completion gate has a third terminal,FirstDeploymentIncomplete. Session 224b2087 showed why: an interactive logon 17 s after DeploymentPhase 101 makes RealmJoin reclassify the run as a secondary-user deployment, whose branch writes 200/210 and never 110 — the gate stayed closed until the 60-min hard timeout although Hello and desktop were long resolved.realmjoin_phase_changedis now a typedRealmJoinPhaseChangedsignal, soRealmJoinFacts.LastDeploymentPhaseis persisted across agent restarts (this also fixes everyrealmjoin_timeoutevent claiming "last phase: 0"); a transition out of 100/101 into 200/210 releases the gate with therealmjoin_first_deployment_incompleteWarning, and theRealmJoinDetectedreplay path evaluates the same rule for restarts that swallow the transition. A first observation of 210 deliberately does not release — session 6f1959c0 started at 210 and only deployed afterwards. -
Creation: Added
url-registry.md— all well-known hosts (own subdomains, both blob accounts, API origin, Graph, Entra login) are now defined once per component (Constants.cs, webutils/config.ts, MCPsrc/config.ts) and referenced everywhere else; three guard tests fail the build on any literal outside the registries. Written because the EU cutover missed two hardcoded copies of the legacy blob host —LatestVersionsService(feeds the portal's version badge) andValidateBootstrapCodeFunction— which kept working only through the fail-soft legacy mirror inbuild-agent.yml; those two plus the agentSelfUpdaternow use thedownload.autopilotmonitor.comalias (verified serving all four artifacts first). The portal's bootstrap allow-list accepts alias AND legacy host during the transition, which imposes a deploy order: web before (or with) backend. The sweep also surfaced a fourth copy of the www/portal host pair inmiddleware.ts(now derived from the registry viahostRouting.ts) and a backend short-link built on the bare apex domain, which only worked through a registrar-level 301.
2026-07-22
-
Creation: Added
versioning.md— agent, backend and MCP now share one version shape (<major>.<minor>.<build>+ 7-char commit + build timestamp) and one implementation of the build-number reservation (.github/scripts/Request-BuildNumber.ps1, previously copy-pasted betweenbuild-agent.ymlandbuild.ps1). The backend had been pinned at a hand-written1.0.0since inception and now starts at1.5.1000; the MCP server'spackage.jsonversion was bumped by hand and now starts at1.5.300, and it reports its own commit on/healthinstead of only the documentation bundle's. Both deploy workflows poll their health endpoint until it reports the build just deployed and publishversions/<component>.jsononly then, so a manifest that disagrees with the live endpoint means the instance drifted rather than the pipeline failing halfway.agent/build-counter-blob.mdkeeps the agent-specific parts and now points at the shared protocol; its counter URL was still the pre-cutover storage account. -
Creation: Added
rules/gather-rule-guardrails.md— the gather-rule allowlists are enforced only on the agent (the backend validates nocollectorType,target, orparameters), so a collector that forgets to call its guard is the vulnerability. Written because two had:LogParserCollectorread any path inrule.Target, bypassing even theC:\Usershard block that every other file collector honours, andEventLogCollectorread any channel includingSecurity— while the customer-facing documentation already promised both were allowlisted. Both now guard, withlogparserchecking the directory for wildcard targets (Path.GetFullPaththrows on*) and re-checking each resolved path. Added an event-log channel allowlist (eventLogChannels) plus hard-blocked channels held in C# rather than JSON, so a parse error cannot lift them. Also fixed the command timeout, which was inert:ReadToEnd()blocks until the pipe closes, soWaitForExit(30000)was only reached after the process had already exited and a hung command pinned its worker forever — now read asynchronously and killed at the timeout. -
Update: Added
.github/workflows/ci.yml— the full suite (backend, agent V2 Core, DecisionCore, SummaryDialog, web, MCP) now runs on every pull request and every push to main, plus a job that fails if the generated guardrail files drift fromrules/guardrails.json. Previously no workflow ran tests on a PR: the deploy workflows build without testing, andbuild-agent.ymltested onlyDecisionCore.Testson manual dispatch — whiletrust/security-faq.mdalready told customers that automated tests run in CI. Added CodeQL (C# and TypeScript) and Dependabot (nuget, npm ×2, actions). MarkedOfficeBinaryWatcherTests[Collection("SerialThreading")]: its bounded re-probe races the shared ThreadPool and failed once under full-suite load.
2026-07-21
-
Update:
search_docsandsearch_knowledgenow state in their tool descriptions that queries must be in English. Both corpora andall-MiniLM-L6-v2are English-only, and the failure is total rather than gradual — a German question returns zero results, not weak ones. The caller is a language model, so translating the question before the call and answering in the user's language costs nothing; a multilingual embedding model would be the alternative but is much larger and would have to be measured against the eval harness first, since it changes English retrieval too. -
Update: Added
scripts/eval-docs-search.ts, an offline retrieval evaluation harness (2465 queries in three classes: chunk headings as a regression detector, rare identifiers, and hand-written questions as the reality anchor), and used it to close a thirdsearch_docsgap found during the live test. The keyword fallback only fired when semantic search returned fewer thantopK; a pasted identifier likeWOW6432Nodeinstead returned three chunks at ~0.29 that did not contain the word while the one chunk that did was never considered. It now also fires on a weak semantic head (<0.35), letting exact matches take the front while keeping one semantic result. The threshold is measured, not guessed: 0.35 fixes 335 queries and breaks 0 (identifier recall 66.2% → 81.1%), while 0.40 fixes more but starts demoting hand-written questions. The measurement also resized the problem — identifier queries were only succeeding 66.2% of the time, so the reported case was one of roughly 750. -
Update: Closed the two measured recall gaps in
search_docs(mcp/docs-corpus.md). (1) Token windows — 87 of 324 chunks exceeded the model's 256-token context and 13% of all tokens never reached the ranking; a character budget cannot fix this (the corpus ranges 2.43–5.81 chars/token), so long text is now embedded as 250-token windows with 40 overlap and scored by its BEST window (embeddings: number[][], max not mean). Token coverage 87% → 100%; "proxy configuration blocking app downloads" went from absent to 0.559 at rank 1; the ten reference queries kept byte-identical scores. Costs +31% vectors, index 2.63 → 3.12 MB. The rules corpus gained the same treatment (128 rules → 172 vectors). (2) Keyword fallback — when the semantic pass returns fewer thantopK, results are topped up via literallexicalMatchon distinctive query terms, requiring two matching terms for corroboration (one incidental substring match returned a page about LLM providers for a sourdough query). Fuzzy matching was measured and rejected: at a threshold low enough to surface "RealmJoin" it invents 5 hits for "SCEPman", which the corpus never mentions. Also sharpened the tool description with the measured context argument for preferring it over fetching the docs site. -
Creation: Added
mcp/docs-corpus.md(newmcp/section) — the MCP server gainssearch_docs, a third semantic corpus built from the published customer documentation repository (autopilotmonitor-docs, checked out into the Docker build context by the deploy workflow). Documents the h2/h3 +<details>chunking with breadcrumb prefixes, the two deliberate size exceptions (tables never split, unbroken changelog lists split at line level), the CRLF precondition (.does not match\rin JS — headings silently stop matching, which produced 286 wrong-but-plausible chunks before it was found), the optionaldocssection insearch-index.jsonand its validation asymmetry, embedding rounding to 6 decimals, and the cross-repo coupling: a docs edit reaches clients only after an MCP redeploy, made checkable viaDOCS_COMMITon/health. Container resources raised to 0.5 vCPU / 1.0 GiB for the cold-start query-embedder load.
2026-07-20
-
Update:
rules/gather-rule-phase-scoping.md— the gather-rule form now shows the phase-scope and emit-mode controls only where they can change behavior (supportsPhaseScope/supportsEmitMode), nulls hidden-control state out of the payload, and rejects a scope mode selected but left unfilled. Offering all three "when" controls unconditionally allowed combinations that could only suppress a one-shot rule, plus a silent no-op state. -
Update: Extended
rules/gather-rule-phase-scoping.mdwith thephase_exittrigger — the closing bookend tophase_change, for one-shot collection when a phase is LEFT (e.g. "state at the end of Account Setup"). Documents the evaluation-before-phase-advance rule (triggerPhase match and scope gate see the phase being left), firing intoFailed, the disjointexit:dedup key space, and why no ConfigVersion bump is needed (no new field — old agents simply never fire the rule). -
Update: Reworked
agent/mdm-reboot-coalescing.mdafter the first real enrollment (session b2e890c1): 2800 records are now aggregated per burst into ONE neutral Info event (rebootUris[]/uriCount/firstRebootUri; watermark persisted at flush so a pre-emit reboot kill loses nothing); the raw event no longer claims a reboot — ANALYZE-ESP-005 is gated on an actually-observedsystem_reboot_detected. Removed the Shell-Coreesp_reboot_coalescingevent entirely: the "RebootCoalescing" token appears in the routineSubcategoryProcessing_Startedbootstrap marker on every enrollment (false positive by construction). Verified 2800 description shape recorded. -
Creation: Added
agent/mdm-reboot-coalescing.md— the agent now attributes the "unexpected mid-ESP reboot + second sign-in" pattern (PMPC research) to the device-assigned policy URIs that forced it: newMdmRebootPolicyTracker(DM-Enterprise EventID 2800, per-URImdm_policy_reboot_requiredevents, cross-restart RecordId watermark), aRebootCoalescingbranch inShellCoreTracker(esp_reboot_coalescing, backfill-emitting by design), and theANALYZE-ESP-005advisory (reassign device → user groups). ConfigVersion 35; event types deliberately distinct fromsystem_reboot_detectedso RebootCount stays uninflated. -
Creation: Added
backend/business-timestamps.md(newbackend/section) — the 2026-07-18 migration reset every row's system Timestamp, exposing that AuditLogs/OpsEvents/Events had (unknowingly) displayed and filtered on it all along; documents theOccurredUtccolumn, the RowKey decoders and RowKey-range date/retention clauses inBusinessTimestamp, the GUID-guard trap, the audit/ops backfill endpoint, and the "system Timestamp is never authoritative" migration rule. -
Creation: Added
rules/gather-rule-phase-scoping.md(newrules/section) — gather rules gainactivePhases(run only during listed phases),activeFromPhase(sticky latch from a phase onwards, never via Failed) andemitMode: "on_change"(canonical-hash result dedup withsuppressedPollsobservability), ConfigVersion 34. Includes the prerequisite backend fix: the custom-rule toggle PUT no longer wipes the stored rule definition (partial-merge inGatherRuleService.UpdateRuleAsync).
2026-07-18
- Creation: Added
agent/endpoint-migration.md— config-channel agent re-home (MigrateToApiBaseUrlonGET agent/config, ConfigVersion 33): backend or per-tenant API-URL moves without DNS indirection (impossible due to mTLS/Flex-TLS). Live-fetch-only with cache strip,AgentEndpointMigrationRulesallowlist validated on both sides, one hop, kill-switch wins. Built as the lesson from the 2026-07-18 WEU→GWC cutover, which hard-cut all in-flight agents.
2026-07-26
- Creation: Added
backend/time-attribution.md— the F1 enrollment time attribution: exact-partition invariant against the session's authoritative DurationSeconds, two-window WhiteGlove model, segment mapping from phase-declaration events, positive-evidence ESP-blocking join with "up to" what-if bounds, reboot spans from event gaps aroundlastBootUtc, and the SessionTimeBreakdowns / TimeAttributionAggregates tables with their terminal-seam + maintenance-sweep compute paths and read surfaces (web lane, fleet panel, MCPget_time_attribution).
2026-07-17
- Creation: Added
agent/build-counter-blob.md— agent build numbers now come from a shared public counter blob (buildcounter-v{N}.txt, reserve-before-build with ETag-CAS) so localbuild.ps1and CIbuild-agent.ymlbuilds can never mint the same number. Documents the CI parity fixes (SummaryDialog.exe.config in the ZIP, EXE-vs-manifest version check, hash-oracle update gated on stable cutover) and the Sigstore provenance attestation on CI-built ZIPs.
2026-07-16
- Creation: Added
agent/autopilot-ztd-diagnostics.md— reference for Windows' own ZTD diagnostic surfaces (ModernDeployment Autopilot event IDs incl. 807/809/815/908, theDiagnostics\Autopilotregistry key, deployment-service endpoints, known-issue error-code map with KB fixes). Backs the agent'sZtdEvidencecollector (ztdVerdictonautopilot_profile_missing) and the backend known-issue rules; sources carry a re-check RSS feed.
2026-07-13
-
Removal: Moved
customer-graph-add-on-permissions.mdout of this contributor bundle into the customer documentation repository (reference/optional-graph-permissions.md). It was customer-facing product content and did not belong in the tech-docs bundle; removed the entry fromindex.md. -
Creation: Added
agent/hello-wizard-unskip.md— session 772fe502 fix: theHelloWizardStarteddecision signal (prevention veto + un-skip cure for the policy-disabled Hello shortcut) and the HelloTracker confirmation second read against flip-flopping WHfB CSP values.
2026-07-11
-
Creation: Added the
agent/section — three concept documents on the V2 agent:agent/overview.md(runtime, collectors, telemetry pipeline),agent/decision-engine.md(DecisionCore reducer, signals, A/B/C completion arms, invariants),agent/logs-and-persistence.md(persisted artifacts, signal log vs spool, recovery/replay flow) plusagent/index.md. -
Creation: Converted
docs/into an OKF v0.1 knowledge bundle — added YAML frontmatter toarchitecture.md,mcp-oauth-flow.md, andcustomer-graph-add-on-permissions.md; createdindex.mdand this log.