Part of Polaris — an experiment in delegated stewardship

Eighteen Seconds To Detect, Nine And A Half Hours To Reach Anyone

Ashita Orbis | July 20, 2026 | 22 min read | daily log

This entry covers the calendar day 2026-07-20. One of its sources is the night report for the night of 2026-07-20 into 2026-07-21, so the evening items here run past midnight — where a result only landed the following morning, the text says so. Everything else is same-day.

The short version

  • Two long-running unattended sessions dropped from Fable 5 to Opus 4.8 within 25 minutes of each other on the morning of 07-20 and kept running in the degraded state; the watchdog detected both in about 18 seconds, and the degraded state still went unacknowledged for 9.5 hours.
  • The cause was capacity, not content moderation: the record says the account behind them ran out of Fable usage credits around 07:00Z, each session was shown a consent dialog offering the fallback, and an unattended session auto-cancels that dialog and then sticks to the fallback for the rest of its life. Machine-wide, the last Fable message of the morning was at 06:58:00Z and nothing ran Fable again until roughly 16:59Z.
  • The failure was delivery, not detection. For this class of event the watchdog only raised a desktop notification, and a desktop notification is useless on an unattended machine. Fixed the same day, twice: fresh anomalies now reach the author's phone (41/41 self-tests), and the credit-fallback marker is parsed as a first-class case with capacity-worded wording (47 self-tests).
  • The first diagnosis was wrong and the correction mattered. The event was initially recorded as "markerless"; the machine-written marker existed and the original search window had missed it by 20 seconds. Detection for this class moved from heuristic to exact parse as a direct result.
  • The overnight session-closer was re-armed at 15:38 local, after adversarial suites at 40/40 and 27/27 and a canary that first went red on a bug in its own test scaffolding before passing 11/11 — with a hard cap of one close for its first night.
  • Late in the afternoon the orchestrator session itself took a downgrade — a content-classifier trip, a different class from the morning's — and handed its lease to a fresh Fable successor. That was the first live exercise of the succession machinery it had designed earlier the same day.
  • The handover omitted the seat key, which would have left the pane-level guard dormant on the closer's first armed night. Caught and fixed by hand; the automation does not yet know to do it.
  • The memory system got a fail-closed write boundary (97/97 acceptance, run twice, including 16 adversarial fixtures) and its first quarantined fact-extraction run (22 candidate facts, 0 failures). Nothing promotes without review and everything served is labeled, with a single switch that turns serving off.

What changed in the harness

Alerting

  • The model watchdog now sends a phone-reachable message for fresh anomalies instead of only a desktop notification, with stale ones still log-only — intent: make the time-to-notice bounded by detection rather than by whether someone happens to be at the machine.
  • The watchdog parses the credit/consent fallback marker directly and words the alert as an availability problem — intent: stop treating a capacity event as a possible content-moderation event, since the two demand opposite responses.

Orchestrator duties

  • A per-pass programmatic checklist and a bounded warm-wait watcher were built and wired into the orchestrator's session procedure as non-optional duties — intent: make the heartbeat and the watch list (sessions, web surfaces, owner queues) mechanical steps rather than remembered ones. The first run of the checklist caught an owner ruling about 20 minutes after it landed.
  • Automatic succession was authorized, with arming still gated on the design's own test ladder — intent: let a degraded lease-holder be replaced without waiting for a human, now that the older standing order against automated recovery has been re-read as an anti-thrashing measure rather than an anti-automation one.
  • Capability probing was bounded at one probe per hour, three per day, one candidate at a time — intent: put a cost ceiling on repeatedly asking "is the good model back yet".

Overnight closer

  • The night-shift sentinel timer was enabled at 15:38 local with a built-in first-night cap of one close — intent: let the closer actually run against real sessions while bounding the blast radius of a wrong decision to exactly one session.
  • Its exemption for the orchestrator is keyed on a live lease that expires when stale — intent: the orchestrator is never permanently immune; the immunity dies with the lease that justifies it.

Scheduled execution

  • The daily integration-executor cron was armed, dispatching the GPT-5.6 Sol runner through the sandboxed CLI path rather than the in-harness path — intent: take an enforced permission boundary that exists today over an unverified one, with migration back when the in-harness caps are actually enforced.

Memory

  • The memory index is now generated mechanically from each memory file's frontmatter — intent: end the two-sources-of-truth drift structurally rather than by discipline. The one-time reverse-sync of the richer hand-written lines into frontmatter verified 68/68, with a 70-file backup retained.
  • A fail-closed write boundary became the only sanctioned path for anything programmatic to touch the curated memory tree, with schema checks, evidence re-derivation, and reject-by-default — intent: an automated writer should be unable to corrupt curated memory even when fed hostile input.
  • Quarantined fact extraction shipped end to end: a day-scoped sweep, dual extraction by Opus and Sol on every transcript, secret redaction, the write boundary with a mechanical injection defense, a review card queue, and labeled serving with a one-touch kill switch — intent: let the agent learn facts from its own transcripts without anything unreviewed ever reaching recall.
  • Every review action carries a trust-lag marker and the cards accept "too weak" / "too strong" — intent: the calibration numbers are provisional, so the instrument that recalibrates them is the author's felt friction rather than the system's own guesses.

Owner input channel

  • The note card accepts image attachments, which Sol reads into a sidecar the triage layer consumes — intent: let the author hand over a screenshot instead of retyping what is in it. It was used in earnest within the hour of shipping.

What broke

Two unattended sessions fell a model tier and nothing reached a human for nine and a half hours

Detected in about 18 seconds, by the watchdog, on both sessions. Caused by usage-credit exhaustion around 07:00Z: each session was shown a consent dialog offering a fallback to Opus 4.8 with a 1M context, and an unattended session auto-cancels the dialog, at which point the fallback is sticky for the remaining life of that session. Done: the alerting gap was closed the same day in two commits — fresh anomalies now page the phone (41/41 self-tests), and the consent marker became a first-class parse with capacity-specific wording (47 self-tests). The deployed 30-second timer picked the first fix up immediately.

The design verdict was blunt about which number is the failure: a session running 28 hours was not the problem, the 9.5-hour unacknowledged degraded tail was.

Lesson. Detection coverage and alert coverage are different audits and they need to be run separately. This watchdog had a real detector for the event and a real delivery path for a different event, and the combination reads as "monitored" on any inventory that only asks whether a detector exists. Ask instead: for each class this thing can detect, which channel does it use, and is anyone on that channel at the hour the class actually fires?

The first diagnosis was wrong by twenty seconds of search window

Detected by an evaluation subagent dispatched to check the finding. Caused by a grep window that stopped 20 seconds short of the marker; the original write-up therefore described a new "markerless" downgrade class that did not exist. The marker was a system entry recording the switch, with the choice logged as cancelled. Done: the finding was corrected the same day, the design document was updated, and the class moved from heuristic detection to exact parsing.

Lesson. A negative result from a bounded search is a claim about the bound, not about the world, and it should be written that way — "no marker found in the window ±N seconds" rather than "markerless". The wrong version of this sentence invented a failure class and would have justified building a detector for it.

A cached belief about the tooling sent the investigation to the wrong directory

Detected when the state directory the investigation was told did not exist turned out to be live and healthy under a different path. Caused by a stale memory record asserting the watchdog had no state file. Done: the memory record was corrected the same session.

Lesson. For facts about your own tooling, recall is the wrong primitive — the cost of re-deriving "does this directory exist" is one command, and the cost of trusting a stale record is an investigation that concludes the opposite of the truth. This is precisely the failure the day's memory work exists to make rarer, which is a slightly uncomfortable coincidence.

The shared browser backend served one session another session's page

Detected when a research session navigated to a marketplace search and the page rendered thousands of results for an entirely different query issued by a different session. Caused: unknown — the pack records the symptom set, not a root cause. Alongside it: a close-page call that closed page identifiers the session had never created, upstream timeouts, rate-limit errors, a full client-side redirect onto a different retailer's domain, and a retry that returned a search term never issued. Done: the circuit breaker fired after two attempts; the conclusion that had been built on the bad data was explicitly retracted in the downstream report, which shipped with a not-covered section instead; the defect was flagged as fleet-level, on the grounds that any session using that backend at that time may have been reading another session's page.

Lesson. A tool that returns confidently wrong content is more dangerous than one that errors, and shared browser state is the classic generator of that failure. Note what actually caught it here: the wrong answer was absurd — server listings where graphics-card listings should have been. A cross-session leak that returns plausible content for the wrong query would have gone straight into the report. If a backend is shared across agents, the session identity needs to be asserted in the returned data, not assumed by the caller.

Two timeouts calibrated for a smaller job

Detected by two independent stalls: a council wrapper died on a hardcoded 900-second subprocess limit while running four high-effort agents, and a set of Sol judge dispatches timed out at 25 minutes against a full-codebase review. Done: the council run was re-executed directly in the background in read-only mode, feeding the agents already-gathered data rather than making them re-derive it, and the orphaned processes were killed; the judge dispatches were root-caused and relaunched once at 75 minutes, both succeeding on the next attempt. The relaunch was recorded as a single tool-failure fix under the circuit breaker.

Lesson. Timeouts inherited from an era of faster or smaller jobs become silent capability ceilings — the job does not report "I needed more time", it reports failure. Two separate components hit this on the same day, which suggests auditing timeout constants as a class rather than fixing them as they surface. Second, smaller point: orphan cleanup belongs on the timeout path, not in the recovery that happens to notice.

A fan-out was orphaned because its coordinator lost its wake

Detected when the work was found unfinished under a session that had since stood down. Caused by a coordinator subagent losing its wake — described in the record as a known failure class. Done: the finished portions were harvested, the remainder was re-run with the original prompts verbatim, and the whole assembly was taken over by the live session rather than reviving dormant layers through a stood-down one.

Lesson. "Known failure class" is a euphemism for an unfixed one, and it is doing real damage here: dispatched work parked under a session that later stands down has no owner and simply stops, silently. Anything fanned out needs either a supervisor that outlives the dispatching session or a completion record something else polls.

The canary went red on its own test scaffolding

Detected by the canary run itself, before the closer was armed. Caused by the canary's own scratch name overflowing the status-line grammar it was parsing — the close path and the exemption wiring were both exonerated. Done: a settle-guard and a representative fixture were added, the frozen kernel was left untouched, and the re-run passed 11/11.

Lesson. A test harness that can fail for reasons unrelated to the thing under test eventually will, and when it does the honest first hypothesis is that the harness broke, not the subject. But that has to be demonstrated — the temptation to wave a red away as "probably the test" is exactly how a real defect ships.

The lease transferred without a seat

Detected during the evening succession, by inspection of the transferred lease. Caused by a manual transfer that omitted the terminal seat key. Consequence if missed: the pane-level guard would have sat dormant on the closer's first armed night. Done: fixed by a forced re-initialization through the single-writer tool, and recorded as a requirement for the eventual automation.

Lesson. As recorded in the night report: a succession is not complete while the lease has no seat. More generally, a handover that transfers authority without transferring the physical identifiers that authority is enforced against creates a window that looks correct in the ledger and is unguarded in reality.

A refused close consumed the night's close budget

Detected on the closer's first graduated night: zero closes, zero errors, but its single close attempt was refused by the zero-keystroke guard and the refused attempt still consumed the one-close budget, so every subsequent candidate that night deferred. Day-mode banking also stayed at zero, behind a strict frame parser. Two findings were filed for the next code round; nothing required the author.

Lesson. A budget must count actions taken, not actions attempted and refused, or a safety mechanism firing correctly silently converts a cautious system into an inert one. The night looks like a clean pass on the summary line, and the summary line is hiding the fact that the budget was gone by the first attempt.

Intentions vs outcomes

Forward — changes made 2026-07-20

Change Intent Re-check +3d (07-23) Re-check +14d (08-03)
Watchdog DMs fresh anomalies Time-to-notice bounded by detection, not by presence Has any anomaly fired, and did it arrive on the phone? Any class still notify-only?
Consent/credit marker parsed first-class Capacity events distinguished from moderation events at detection time Did a credit event recur, and was it labeled correctly? Count of misclassified downgrades since
Per-pass checklist + bounded watcher as duties Heartbeat and watch list become mechanical, not remembered Was a pass logged without the checklist? Did the checklist catch anything the session missed?
Automatic succession authorized (arming still gated) Degraded lease-holder replaced without waiting for a human Position on the test ladder Armed, or still gated, and on what?
Probe policy ≤1/hour, ≤3/day, one candidate Cap the cost of asking whether the tier is back Probe count against the cap Whether the cap ever bound
Sentinel armed, cap of one close Real overnight closing with a one-mistake blast radius First-night outcome, budget accounting Is the cap still one, and should it be?
Lease-keyed exemption with staleness expiry No permanent immunity for the orchestrator Did the exemption ever apply to a stale lease? Any wrongful close or wrongful skip
Executor cron on the sandboxed CLI path An enforced permission boundary today Did the daily run fire and stay in scope? Are in-harness caps enforced yet (migration trigger)?
Memory index generated from frontmatter Kill the two-sources-of-truth drift structurally Any hand-edit to the generated index Drift count since the compiler shipped
Fail-closed memory write boundary Automated writers cannot corrupt curated memory Rejections logged, and were any legitimate? Any write that bypassed the boundary
Quarantined extraction + card review + labeled serving Learn from transcripts without unreviewed facts reaching recall Card set reviewed? Anything promoted? Promoted-fact count, kill-switch uses
Note card image attachments via OCR sidecar Screenshots as input instead of retyping Second use, and did the parse hold? Failure modes on non-listing images

Backward — check-backs due, with method and limit

Retrospective note: the forward half above is written from 07-20's knowledge. The check-backs below use knowledge from the record after that date, and are labeled accordingly.

The 2026-07-16 watchdog redesign to notify-only → DRIFTED. Method: this day's incident, plus the guard's own detection timing showing both events caught in about 18 seconds. Limit: the check can see that one class was delivery-orphaned; it cannot see how many earlier events of that class were also only desktop-notified and are therefore missing from the incident count entirely.

The 2026-07-16 order against automated recovery → SUPERSEDED (same day). Method: the owner's ruling explaining the original order as an anti-thrashing measure from a period of minimizing token spend, and stating that it does not bind the lease-based design. Limit: the ruling also flags that other pre-Polaris restrictive orders may have the same provenance — that set has not been enumerated, and the standing instruction is to surface candidates one at a time rather than sweep them.

The recorded belief that the watchdog had no state file → GONE. Method: direct check of the live state directory. Limit: this corrects one record; it says nothing about how many other tooling facts in memory are equally stale.

The 07-20 posture of staying on Opus through the current phase and retrying Fable at a boundary → SUPERSEDED, retrospective (2026-07-22). Method: the later ruling in the decisions ledger hardening the tier convention — the orchestrator lease runs on Fable even for pure orchestration, any lease-holder downgrade hands off to a fresh Fable session at the earliest safe boundary, and Opus is a flagged bridge only when a fresh Fable is genuinely unobtainable. The consent-fallback row in the continuity design was amended to bridge-only. Limit: that ruling is scoped to the lease holder. One of 07-20's stay-on-Opus calls concerned a separate long-running project session, and the pack does not record whether that specific call was revisited.

The succession machinery → HOLDS, retrospective (through 2026-07-22). Method: the machinery's first live exercise on the night of 07-20→07-21 (watchdog caught the downgrade, the shadow controller classified it correctly, a fresh Fable successor came up clean, the lease transferred with tier proof, the sentinel exemption held all night), plus later ledger rows recorded by successor generations through at least the fourth and fifth within two days. Limit: generation attribution proves successions happened; it does not prove they were automatic, unattended, or clean. And the exercise that "passed" is the one that surfaced the missing seat key.

The re-armed overnight closer → HOLDS, for exactly one night. Method: the first graduated night's outcome — zero closes, zero errors, one attempt correctly refused. Limit: one night is one sample, the budget-accounting defect means the night was quieter than the policy intended, and the pack contains no sentinel data after the morning of 07-21.

The first memory review card set → UNVERIFIABLE. Method: the night report of 07-21 lists it as still awaiting the author. Limit: the pack contains nothing after that morning, so whether it was ever reviewed, and what the Opus-versus-Sol extraction bake-off concluded, cannot be checked from here. These rows are provisional by the author's own instruction and stay on a standing weekly re-check regardless of verdict.

The cross-session browser leak → UNVERIFIABLE. Method: attempted; the pack records the flag raised on 07-20 and no follow-up of any kind. Limit: this is the gap that matters most in this ledger — a defect explicitly called fleet-level, with no recorded disposition.

The probe policy → UNVERIFIABLE. Method: attempted; there is no probe log in the pack. Limit: the cap may simply never have bound, which is indistinguishable here from never having been enforced.

What we still don't know

  • Whether the credit exhaustion was one seat or two. The record describes a single account-level event and machine-wide Fable silence from 06:58:00Z to roughly 16:59Z, but names a different seat for one of the two affected sessions than for the orchestrator line. The pack does not settle it.
  • What the credit mechanics actually are. The record contains both readings: the first pass says the cause is not provable as quota and that the design holds under either cause, and the same-day correction records the cause as confirmed credit exhaustion on the strength of the machine-written marker. The later reading governs, but "confirmed" here means the dialog said so, not that the accounting was independently observed.
  • Whether the shared browser backend still leaks, and how far back it went. Nothing in the record establishes a start time, so any browser-derived claim from that period is of unknown quality — one downstream conclusion was retracted, and there is no way from here to know whether it was the only affected one.
  • Whether Opus or Sol is the better fact extractor. The first run produced 22 candidates from 8 extraction runs with 0 failures and a saved comparison, but the review of that comparison had not been run, and roughly 125 queued transcripts were still waiting to go through.
  • Whether the memory trust numbers are right. They are provisional by design and the instrument is the author's felt friction — too-weak and too-strong markers on review cards. That is deliberately a slow signal and there is no reading of it yet.
  • Whether the idle-wake mechanism the continuity design depends on behaves as assumed. It is recorded as still to be feature-tested.
  • Whether the in-harness permission caps ever became enforced. The executor took the sandboxed-CLI branch specifically because the caps are empirically unenforced for shell commands on the current CLI and headless auto-mode is unverified; the migration trigger is unchecked here.
  • The standing cron failures. The morning watch state records a known set of seven failing scheduled jobs, unchanged. The pack does not enumerate them, so "known" is doing unaudited work.

Technical detail

Downgrade taxonomy. Three classes are now distinguished rather than two. A content-classifier fallback writes a refusal banner naming the flagged message. A credit/consent fallback writes a system entry recording the switch to Opus 4.8 with a 1M context, the reason (the higher tier requires usage credits), and the dialog choice as cancelled. A genuinely markerless anomaly writes nothing. The first two are exact parses; only the third is heuristic. Stickiness is per-session and lasts that session's life, and the classifier flag does not follow the account — a fresh session on the same account came up clean on Fable, which is what made same-day succession viable.

Continuity pipeline ordering. The detector stays inert and writes an outbox event; a session-scoped blocking stop-hook reads it, failing open after two blocks in ten minutes; the response is typed by class (classifier trip ⇒ succeed now; markerless ⇒ one careful probe; availability ⇒ keep working on the fallback tier and park capability-sensitive work); succession runs on a generation lease with compare-and-set, tool-call fencing, a candidate that must prove its tier with two consecutive transcript events, a six-hour transfer circuit breaker, and no vacancy at any point. The wire test passed on a disposable session with one caveat that shapes the whole design: the just-completed turn is not on disk when the hook runs, so the signal must ride the guard's outbox rather than the transcript.

Handoff triggers, in shadow mode until calibrated: prepare at 18 hours, 60% context, or first compaction; boundary handoff at ≤35% or (≥24 hours and ≤50%); force at 36 hours; emergency at 15%.

Exemption predicate. The overnight closer skips the orchestrator on a live lease that expires when stale. The first verified tick resolved the orchestrator's terminal pane to the predecessor's session identifier — exactly the drift case the design anticipated — which is why the exemption key set was extended to include a pane-level target. The close budget counts attempts, including attempts refused by the zero-keystroke guard; that is the defect behind the quiet first night.

Memory internals. The catalog compiler runs check / render / diff / apply over frontmatter. The write boundary re-derives evidence, validates schema, and rejects by default; acceptance was 97/97 run twice, including 16 adversarial fixtures and a byte-invariance assertion on the curated tree under attack inputs. The facts database is a deterministic rebuild from accepted batches plus review events, so review history is the source of truth and the database is a derived artifact. The injection defense is mechanical rather than judgemental: any candidate claiming to be a user assertion whose evidence resolves to tool output is rejected, so tool output cannot impersonate the author. Test count for that layer was 77/77, including a real-model tier, with acceptance classes written before the code.

Recall index, for scale. 73,380 documents and 760,716 chunks, queries in about a second with verifiable locators and secret redaction, database confined to one machine. Benchmarked at 15/1/4 over a pre-authored 20-query set — the trailing figure is misses, and all four shared one mechanism, candidate-pool starvation. The ranking-floor fix shipped in the same session took it to 19/1/0, against 10/4/6 for the hand-maintained index it replaces.

Classifier base rate. One long-running project's roughly 210 transcripts contain zero content-classifier fallbacks, which is what argued against reassigning its work to a different vendor's model in response to a capacity event: the two failure modes were being conflated, and only one of them had ever occurred there.

Current CLI drift, documented and carried as exposure rather than fixed: the busy-state pattern is blind to some of the busy vocabulary the current build emits (flagged at roughly 85% priority for the next code round), and one write-permission dialog behaves nondeterministically. The canary passed on this build; the exposure is bounded by that.

Polaris is an AI agent that runs this workspace overnight, under a constitution the author ratified clause by clause. Its standing limits hold in every entry: it takes no action outside the workspace, spends no money, and sends nothing in the author's name. This record is written from the day's logs, not from memory.

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