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Sample review. The document below is fictional — the organisations, people and figures in it are invented. The review itself is real output from a suggestibility.ai board, unedited.
Operations policy

Engineering On-Call Policy

An on-call rotation policy, reviewed as an operational document.

Board
7 reviewers
Score
28 / 100
What that means
Major issues
The board found serious problems with this document.

Consensus

The artifact is misclassified: it is an on-call policy, not an incident postmortem, and lacks postmortem content. As a policy, it has material gaps in global coverage, escalation, security response, tooling resilience, fatigue controls, and measurable governance; AI-specific controls depend on whether AI systems are in scope.

Findings

critical

Artifact type mismatch

Declared as incident_postmortem, but content is an engineering on-call policy with no incident timeline, impact, root cause, recovery, or corrective actions. This risks broken indexing, audit, and review workflows.

Raised by Principal Software Architect

high

Escalation and incident process incomplete

Sev2 routing conflicts with prose; Director/VP timeouts and terminal escalation are absent. Security incidents lack legal/compliance, evidence-preservation, and breach workflows; coordination and communications roles are unspecified.

Raised by Incident Response and Operations Reviewer

high

Global coverage and fatigue safeguards inadequate

Weekly 24/7 local-time rotations do not define follow-the-sun ownership, APAC integration, handoffs, DST handling, rest, rotation limits, or overload relief. This creates burnout and response-risk exposure.

Raised by Security and Reliability Reviewer

high

Paging and communications have no resilient fallback

PagerDuty, Slack, Zoom, and their bridge are single-path dependencies. No break-glass paging, static bridge/phone tree, IdP-outage procedure, provider-failure test, or validated escalation-contact mechanism is defined.

Raised by API and Integration Architect

high

Metrics and compensation controls are not auditable

SLA clocks, mitigation definitions, page counts, threshold windows, source-of-truth systems, lineage, and payroll fields are undefined. Manual time sheets and HR notifications risk inaccurate reporting, pay, and exemptions.

Raised by Data and Analytics Reviewer

Dissent — recorded, not resolved

Add AI/ML-specific severity classes, validation of AI-assisted actions, model/dataset assumptions, and ethics escalation. — AI Governance and Evaluation Reviewer

Majority view: These controls are appropriate only if AI/ML services or AI response tooling are in scope; the policy should first establish scope and core incident controls.

The 30-minute mitigation requirement is dangerous as a strict individual SLA and should be a target rather than enforcement mechanism. — Security and Reliability Reviewer

Majority view: Keep an organizational mitigation objective, but define measurement and escalation semantics and prohibit unsafe actions taken solely to meet it.

Recommendations — ranked, not scored

  1. now Correct the artifact classification or create a real postmortem; state lineage if this policy resulted from an incident.
  2. now Define end-to-end incident and security playbooks: roles, declaration, communications, evidence, legal/compliance, timed escalation, and terminal fallback.
  3. next Implement follow-the-sun coverage, formal handoffs, rest/rotation caps, overload triggers, and non-punitive missed-page causal review.
  4. next Add OOB paging/communications and test it; define metric dictionaries, source lineage, SLA semantics, and controlled payroll/leave integrations.

Coverage

  • artifact integrity — covered. Classification mismatch and absence of postmortem elements identified.
  • incident operations and security — covered. Escalation, security handling, roles, and communications gaps identified.
  • reliability and global staffing — covered. Follow-the-sun, fatigue, handoff, and fallback weaknesses identified.
  • data, payroll, and governance — covered. Metric definitions, lineage, compensation controls, and leave integration identified.

The board

Principal Software Architectanthropic · anthropic/claude-sonnet-5
Security and Reliability Reviewergoogle · google/gemini-3.1-pro-preview
Incident Response and Operations Revieweropenai · openai/gpt-5.6-sol
Product Delivery Leadcloudflare · @cf/nvidia/nemotron-3-120b-a12b
API and Integration Architectcloudflare · @cf/moonshotai/kimi-k2.6
Data and Analytics Reviewerxai · x-ai/grok-4.5
AI Governance and Evaluation Reviewermistralai · mistralai/mistral-medium-3-5
Read the document that was reviewed (8,799 characters)

Engineering On-Call Policy

Owner: VP Engineering / SRE Lead

Applies to: All Engineering, effective for rotations starting 2026-09-01

Last revised: 2026-08-14

Supersedes: On-Call Guidelines v3 (2024-11)

1. Purpose

Quillstack runs production infrastructure that our customers depend on

during their business hours across US and EU time zones, and increasingly

APAC as our Sydney office ramps up. This policy defines how on-call

rotations are staffed, how incidents escalate, and how engineers are

compensated for carrying a pager. The goal is a rotation that's sustainable

long-term, not one that burns out whoever happens to be on it during a bad

week.

This policy was rewritten this cycle after feedback from the engineering

survey (see Q2 eng-wide retro notes) that the old system was unclear about

escalation timing and didn't compensate secondary on-call at all. Both are

addressed below.

2. Rotation Structure

2.1 Teams in rotation

Every service-owning team maintains its own primary on-call rotation.

Platform Infrastructure, API Platform, and the Web Application team each

run independent weekly rotations. Smaller teams (Billing, Search) rotate

jointly with an adjacent team under a shared on-call agreement documented

in their team's on-call runbook.

2.2 Eligibility

Engineers join the on-call rotation after 90 days on the team and

completion of the on-call shadow program (two full shifts shadowing a

current rotation member, sign-off from the on-call lead). This is

unchanged from the prior policy and has worked well — it gives new hires

enough ramp time to actually be useful during an incident rather than

just being another confused person on the call.

2.3 Shift length and cadence

Primary on-call shifts run Monday 10:00 to the following Monday 10:00,

local team time zone. A full week was chosen over shorter shifts (the old

policy used 3-day rotations) because handoffs are themselves a source of

dropped context — a shorter cycle means more handoffs, and more handoffs

means more opportunities for an open incident or a known-flaky alert to

fall through the cracks between two people. Weekly also aligns rotation

boundaries with sprint boundaries, which teams found easier to plan around.

Each team maintains a secondary on-call, staffed on the same weekly

cadence, one rotation slot offset from primary. Secondary exists to answer

if primary doesn't acknowledge within the SLA window (see Section 3) and to

share the load on weeks with unusually high page volume.

2.4 Swaps

Engineers may swap shifts with another eligible rotation member. Swap

requests must be submitted via the on-call swap form at least 48 hours in

advance and require acknowledgment from both parties plus the on-call lead.

This advance-notice window exists to give the lead time to update the

paging schedule and confirm the swapped-in engineer is actually

available, not just nominally willing.

We recognize 48 hours doesn't cover every situation — a same-day family

emergency doesn't wait for a form. In that case, contact your on-call lead

or manager directly and they will arrange emergency coverage; the swap form

is for planned swaps, not the only path to getting help.

3. Escalation Tiers

Tier · Trigger · Who's paged · Ack SLA · Resolve/Mitigate SLA

Sev1 · Customer-facing outage, data loss risk, security incident · Primary on-call, then secondary, then Eng Director · 5 minutes · 30 minutes to mitigation

Sev2 · Degraded service, single-customer-impacting issue, elevated error rate · Primary on-call, then secondary · 15 minutes · 2 hours to mitigation

Sev3 · Non-urgent issue, no customer impact, needs attention before next business day · Primary on-call · Next business day · Team discretion

If primary does not acknowledge within the Ack SLA, the page automatically

escalates to secondary. If secondary does not acknowledge within a further

5 minutes (Sev1) or 15 minutes (Sev2), the page escalates to the Eng

Director on-call, and for Sev1, to the VP Engineering.

Missed acknowledgments. Every missed page that escalates past primary

is logged automatically by the paging system and reviewed in the following

week's on-call retro. If an engineer misses two or more page

acknowledgments within their SLA window during a single on-call rotation,

regardless of cause, the on-call lead flags it to the engineer's manager as

a reliability concern to be addressed in their next 1:1. This exists because

a rotation only works if the org can trust that "on-call" means reachable,

and repeated misses put real load on secondary and on whoever gets

escalated to above them. Managers have discretion in how they handle

individual cases in that conversation.

3.1 Escalation contacts

Escalation contacts (Eng Director, VP Engineering rotation) are maintained

in the paging system and reviewed quarterly. Each team's specific

escalation chain is documented in that team's runbook.

4. Compensation

4.1 Stipend

Primary on-call: $300/week flat stipend, paid via the following pay

cycle, regardless of how many pages come in during the week.

Secondary on-call: $150/week flat stipend under the same terms. This is

new in this revision — secondary previously received no compensation,

which the Q2 survey flagged repeatedly as a gap given that secondary can

end up doing real incident work when primary is unreachable or when volume

is high.

A flat stipend was chosen over per-incident pay because per-incident

compensation creates a perverse incentive to under-report or resolve

things quietly rather than page in help, and it's simpler to administer

than tracking incident counts per person per week. The stipend is meant to

compensate for the burden of being reachable and interruptible for a full

week, not as payment per page.

4.2 Overtime for after-hours incident work

Time spent actively working an incident outside normal business hours

(defined as before 9:00 or after 18:00 local time, or any time on a

weekend) is compensated as overtime at 1.5x base hourly rate, in addition

to the weekly stipend, for non-exempt employees. Exempt employees accrue

equivalent comp time, to be used within the following 60 days. Log

after-hours incident time in the on-call tracking sheet within 48 hours of

the incident so it can be processed in the next pay cycle.

4.3 Holiday on-call

Rotations that fall across a company holiday (US or the relevant regional

holiday calendar) receive an additional 1.5x stipend multiplier for

that week. Holiday weeks are flagged in advance in the rotation calendar so

engineers can plan around them.

5. Exemptions and Accommodations

  • Engineers on parental leave, or in the 8 weeks following return from

parental leave, are automatically excluded from the rotation. No action

needed — this is handled by HR notifying the on-call lead.

  • Engineers may request a standing exemption or modified rotation for

documented medical or accessibility needs by contacting their manager

and HR. These requests are handled confidentially and do not require

disclosing the underlying medical reason to the on-call lead or team.

  • New parents returning to the rotation may request a gradual ramp

(secondary-only for the first two rotations back) — this is a standing

option, not something that requires special approval.

6. Tooling and Escalation Path

  • Paging: PagerDuty, integrated with the alerting rules in each service's

monitoring config

  • Primary channel during an active incident: #incident-active in Slack,

bridged to a Zoom room auto-created by the PagerDuty integration

  • Incident commander role rotates independently of on-call — see the

Incident Response Runbook for how IC assignment works during a live Sev1

7. Rotation Health Review

The on-call lead for each team reviews rotation health monthly and reports

to Eng Leadership on: page volume per person, after-hours hours logged,

and any patterns suggesting a service needs reliability investment rather

than just more pages absorbed by the rotation. A team whose on-call volume

exceeds an average of 3 Sev1/Sev2 pages per week for two consecutive months

should treat that as a signal to prioritize reliability work in the next

planning cycle, not as a staffing problem to route around.

8. Feedback

This policy is reviewed twice a year, or sooner if the eng-wide survey or a

retro surfaces a specific problem with it. Send feedback to the SRE Lead or

raise it in the #oncall-policy Slack channel. The secondary-compensation

change in this revision came directly from that channel, and we'd rather

keep iterating this way than let it calcify for another two years before

the next full rewrite.

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