[CONTENT SPRINT] Wire Datadog, New Relic, and PagerDuty with Pulumi

[sicarul]

Why this content is interesting

• It connects observability tools around incident workflow, not just monitoring setup.
• It is scheduled for 2026-06-11 as part of the content sprint's two-post-per-week cadence.

What we took into account

• We considered Datadog, New Relic, PagerDuty, tags, runbooks, escalation, and the gaps between separate clickops systems.
• We avoided unsupported customer claims, certification guarantees, and obsolete product naming.
• We kept the metadata and social copy curated around the post's concrete reader outcome.

Why it is useful to an end user

• End users get a repeatable way to keep monitors, alerts, and routing aligned.
• The post is written to help practitioners recognize the problem, understand why it matters, and leave with an actionable Pulumi workflow.

Design need

• This PR is labeled needs-design because the post needs a final meta image before publication.
• Existing feature.png and meta.png files are placeholders unless Design chooses to reuse or adapt them.

Metadata

• Title: Wire Datadog, New Relic, and PagerDuty with Pulumi
• Meta description: Use Pulumi to connect Datadog, New Relic, and PagerDuty as an observability baseline with monitors, alerts, escalation, and incident routing.

🤖 Generated with OpenCode

[github-actions]

Social Media Review

content/blog/wiring-observability-stack-with-pulumi/index.md

X — PASS

LinkedIn — PASS

Bluesky — PASS

---

Suggestions (advisory)

These are stylistic notes — they don't block the post.

X

• "Wire Datadog, New Relic, and PagerDuty with Pulumi" reads as an imperative command, not a signal that the article exists — rephrase the pointer to hint at what the article delivers (e.g. "Here's how to wire them together")

LinkedIn

• "so monitors, alerts, and incident routing stay repeatable" gives away the mechanism the article delivers — withhold the outcome and let the article reveal it
• Both paragraphs name the same three tools and restate the same three concerns; use the extra LinkedIn space to add a story beat rather than restate

Bluesky

• First sentence resolves the stated problem before the pointer can open a gap — the setup already answers why you'd click
• "See how to connect monitors, alert policies, and on-call routing as code" is a table-of-contents pointer; replace with a line that signals the article exists rather than summarizing its structure

Updated for commit e581ef4edeba1605d52ec02226fab998ed0c893b (short: e581ef4) at 2026-05-15 21:27 UTC.

[claude]

Docs review for #18956

Thanks for the new content sprint post! Below are the issues I found, grouped by severity.

Blocking issues

1. H2 headings should use sentence case (STYLE-GUIDE.md, AGENTS.md)

H1 is Title Case; H2+ are sentence case.

• content/blog/wiring-observability-stack-with-pulumi/index.md:32 — ## Managing Credentials with [Pulumi ESC](/docs/esc/)
• content/blog/wiring-observability-stack-with-pulumi/index.md:57 — ## The Implementation

## Managing credentials with Pulumi ESC

## The implementation

(I would also recommend removing the link from inside the heading at line 32 — it is already linked in the first sentence of the body at line 34, and links in headings make anchor generation awkward.)

2. Ordered list items should all start with 1. (AGENTS.md, Ordered Lists)

The repo convention is "Every item begins with 1. to minimize diff noise."

• content/blog/wiring-observability-stack-with-pulumi/index.md:25-28
• content/blog/wiring-observability-stack-with-pulumi/index.md:123-125

1. **PagerDuty services and escalation policies** to define who gets paged and when.
1. **Datadog monitors** that automatically route alerts to the correct PagerDuty service.
1. **New Relic alert conditions** with consistent tags and runbook context.
1. **Unified tagging** across all three providers to ensure fast navigation during an incident.

1. **PagerDuty Integration**: Check the "Integrations" tab of your PagerDuty service to confirm that the Datadog integration key is correctly configured.
1. **Monitor Test**: Manually trigger a test alert in Datadog and verify that a PagerDuty incident is created with the correct service and tags.
1. **New Relic Routing**: Trigger the NRQL condition and verify that New Relic sends a notification through the configured policy channel.

3. Bug in code example: Output interpolated into template literal (line 80)

appService.name is a pulumi.Output<string>, not a string. Embedding it directly in a template literal will produce something like Calling [toString] on an [Output<T>].... Use pulumi.interpolate (which is also why import * as pulumi is needed at line 62 — currently the import is unused):

    message: pulumi.interpolate`CPU usage is high on {{host.name}}. Notify: @pagerduty-${appService.name}`,

Side note: in Datadog PagerDuty integration, the @pagerduty-<name> mention typically refers to the integration name configured in Datadog, not the PagerDuty service resource name. Worth double-checking that this resolves the way readers expect.

4. Missing blank line between paragraphs (lines 127-128)

These two sentences run together with no blank line, so they render as a single paragraph:

By wiring your observability stack as code, ...incidents quickly.
Pulumi allows you to promote these configurations across environments. ...triggers PagerDuty.

Insert a blank line between line 127 and line 128.

Suggested improvements

5. Content/code mismatch around escalation policies and tagging

The "What you will build" list (line 25) promises "PagerDuty services and escalation policies", but the code only references an existing escalation policy by ID (escalationPolicy: "P123456") — it does not create one. Either add a pagerduty.EscalationPolicy to the example or rephrase the bullet to "PagerDuty services routed to an existing escalation policy."

Likewise, the post highlights "unified tagging across all three providers" (line 28), but only the Datadog monitor at line 81 actually sets tags. Consider adding equivalent tag arguments on the PagerDuty service and New Relic alert policy/condition so the example matches the promise.

6. Deprecated New Relic resources

newrelic.AlertChannel and newrelic.AlertPolicyChannel (lines 89, 98) are deprecated in newer versions of the New Relic provider in favor of the workflows/notifications API (NotificationDestination, NotificationChannel, Workflow). Since this post is dated 2026-06-11, readers will likely be on a current provider version. Either swap to the current API or add a note explaining you are showing the legacy channel API for compatibility.

7. First-mention links missing

Per the blog review criteria, first mention of each tool/product should be hyperlinked.

• content/blog/wiring-observability-stack-with-pulumi/index.md:15 — first mentions of "Datadog" and "PagerDuty" are unlinked.
• content/blog/wiring-observability-stack-with-pulumi/index.md:23 — first mention of "New Relic" is unlinked.

8. Conclusion is generic; CTA is missing

The closing two sentences (line 134) — "Pulumi provides the scale and flexibility needed for modern operations" — are vague filler. The blog review criteria call for "specific next steps (not vague check out Pulumi)." Consider linking to the Datadog/New Relic/PagerDuty provider docs or a relevant Pulumi ESC guide, and using the {{< blog/cta-button >}} shortcode.

9. Minor AI-pattern / phrasing issues

• content/blog/wiring-observability-stack-with-pulumi/index.md:15 — "thresholds that origin teams never bothered to fix" reads as opinionated and not quite accurate to a typical SRE context.
• content/blog/wiring-observability-stack-with-pulumi/index.md:17 — "every service is born with..." anthropomorphism reads as a common AI-generated tic.
• content/blog/wiring-observability-stack-with-pulumi/index.md:130 — "monitoring debt" is jargon that is not defined; consider replacing with concrete language ("inconsistent alerting and drift").

Frontmatter / publishing readiness

• social: block present with twitter, linkedin, bluesky
• meta_image set — present but placeholder per PR body; blocked on Design
• meta_image uses current Pulumi logo (placeholder)
• <!--more--> break present after intro
• Author profile exists with avatar (data/team/team/pablo-seibelt.toml, static/images/team/pablo-seibelt.jpg)
• All links resolve — first-mention links to Datadog/New Relic/PagerDuty missing (see Do not link @pulumi/cloud in the AWS quickstart #7)
• Code examples have language specifiers
• No animated GIFs as meta_image
• Title (47 chars) under 60 — no allow_long_title needed
• Meta description (158 chars) under 160

Out-of-scope change

The diff removes a @types/uuid entry from theme/stencil/yarn.lock. That does not look related to a blog post — was that intentional, or a stale local change? If unrelated, please revert to keep the PR focused.

---

If you would like another pass after addressing these, mention me (@claude) and I will re-review.

[pulumi-bot]

Your site preview for commit e187be5 is ready! 🎉

http://www-testing-pulumi-docs-origin-pr-18956-e187be58.s3-website.us-west-2.amazonaws.com

[pulumi-bot]

Lighthouse Performance Report

Commit: b7edd45 | Metric definitions

Page	Device	Score	FCP	LCP	TBT	CLS	SI
Homepage	Mobile	🟡 65	3.0s	3.0s	1195ms	0.019	3.2s
Homepage	Desktop	🟡 86	0.8s	1.8s	30ms	0.021	2.7s
Install Pulumi	Mobile	🔴 35	5.3s	7.9s	343ms	0.438	5.3s
Install Pulumi	Desktop	🟡 83	1.2s	1.7s	23ms	0.023	2.9s
AWS Get Started	Mobile	🟡 52	5.0s	7.5s	314ms	0.066	7.6s
AWS Get Started	Desktop	🟡 84	1.2s	1.7s	23ms	0.024	2.9s

[sicarul]

@claude please review again. I rewrote this branch history to a single clean commit on current origin/master, removed all non-blog files from the PR diff, fixed social frontmatter paragraph formatting, and addressed the review feedback that applied to this post.

[pulumi-bot]

Claude finished @sicarul's task in 1m 24s —— View job

---

Re-review for #18956

Thanks for the cleanup, @sicarul — the branch is now a single commit on origin/master, the PR diff is blog-only (3 files), and the social copy in frontmatter now has the required paragraph breaks. Below is the status of every item from my previous review.

Fixed since last review

• ✅ Output interpolated into template literal — line 89 now uses pulumi.interpolate (and the pulumi import is no longer unused).
• ✅ First-mention links — Datadog and PagerDuty are linked on line 24, New Relic on line 26.
• ✅ Out-of-scope yarn.lock change — gone.
• ✅ Social copy paragraph formatting — twitter, linkedin, and bluesky now have the required blank-line separator.
• ✅ "What you'll build" vs. code mismatch (escalation policy) — bullet at line 34 now correctly reads "PagerDuty services routed to an existing escalation policy."

Still blocking

1. H2 headings — sentence case (and link in heading)

Per AGENTS.md, H2+ are sentence case. Two H2s are still Title Case, and one still has a link inside it:

• content/blog/wiring-observability-stack-with-pulumi/index.md:41 — ## Managing Credentials with [Pulumi ESC](/docs/esc/)
• content/blog/wiring-observability-stack-with-pulumi/index.md:66 — ## The Implementation

## Managing credentials with Pulumi ESC

## The implementation

The link to /docs/esc/ is already present in the first sentence of the section body at line 43, so removing it from the heading does not lose any navigation.

Fix this →

2. Ordered list items should all start with 1.

AGENTS.md: "Every item begins with 1. to minimize diff noise." Both ordered lists still use 1./2./3./4. numbering:

• content/blog/wiring-observability-stack-with-pulumi/index.md:34-37
• content/blog/wiring-observability-stack-with-pulumi/index.md:132-134

Fix this →

3. Missing blank line between paragraphs (lines 136-137)

Same issue as before, now at lines 136-137. The two sentences render as one paragraph because there is no blank line:

By wiring your observability stack as code, you ensure ... incidents quickly.
Pulumi allows you to promote these configurations across environments. ...triggers PagerDuty.

Insert a blank line between line 136 and line 137.

Still open from "suggested improvements"

These were marked as suggestions last time, not blockers — flagging again in case you want to address before publish:

• Tagging is still Datadog-only (line 90). The "Unified tagging across all three providers" promise on line 37 only matches the Datadog monitor. Either add tag arguments to the PagerDuty service and the New Relic alert policy/condition, or soften the bullet.
• Deprecated New Relic resources still in use (newrelic.AlertChannel, newrelic.AlertPolicyChannel on lines 98 and 107) — fine for compatibility, but a one-line note for readers on current provider versions would help.
• Conclusion is still generic and missing a CTA. "Pulumi provides the scale and flexibility needed for modern operations" (line 143) is filler. Consider a concrete next step (provider docs, an ESC guide) and the {{< blog/cta-button >}} shortcode.
• "monitoring debt" (line 139) is still jargon without a definition — minor.

Frontmatter / publishing readiness

• social: block with twitter/linkedin/bluesky, all with paragraph breaks ✅
• meta_image set — present but placeholder per PR body; blocked on Design
• `` break after intro
• Author profile present
• First-mention links resolve
• Code examples have language specifiers
• Title 47 chars (< 60)
• Meta description 158 chars (< 160)

Summary

PR scope is now correct, social copy is fixed, and the worst code bug (Output-in-template-literal) is resolved. The three remaining blocking items are mechanical style rules (heading case, ordered-list 1., missing paragraph break) — happy to re-review once they're in, or you can land them at the same time as a future Design pass on meta.png.
• Branch: blog/wiring-observability-stack-with-pulumi

[sicarul]

@claude please review again. Branch history is now a single clean commit on current origin/master. The PR diff contains only content/blog/wiring-observability-stack-with-pulumi/index.md plus feature.png and meta.png. Social-review is passing, and actionable content feedback has been addressed.

[pulumi-bot]

Claude finished @sicarul's task in 1m 12s —— View job

---

Re-review for #18956

Thanks @sicarul. The PR scope is correct (3 files: index.md, feature.png, meta.png) and the social copy / first-mention links / pulumi.interpolate fix all check out. However, the three mechanical style blockers I flagged in the previous re-review are still present in the current file (51fd6c3). Once those land, I am happy to clear this on style.

Still blocking

1. H2 headings must be sentence case (AGENTS.md, "Headings")

H1 is Title Case; H2+ are sentence case. Two H2s are still Title Case, and one still has a link inside it.

• content/blog/wiring-observability-stack-with-pulumi/index.md:41 — ## Managing Credentials with [Pulumi ESC](/docs/esc/)
• content/blog/wiring-observability-stack-with-pulumi/index.md:66 — ## The Implementation

## Managing credentials with Pulumi ESC

## The implementation

The link to /docs/esc/ is already present in the first sentence of the section body at line 43, so removing it from the heading does not lose any navigation and avoids the awkward heading-anchor generation.

Fix this →

2. Ordered list items must all start with 1. (AGENTS.md, "Ordered Lists")

"Every item begins with 1. to minimize diff noise."

Both ordered lists still use 1./2./3./4. numbering.

• content/blog/wiring-observability-stack-with-pulumi/index.md:34-37 ("What you'll build")
• content/blog/wiring-observability-stack-with-pulumi/index.md:132-134 ("Validation")

1. **PagerDuty services routed to an existing escalation policy** to define who gets paged and when.
1. **Datadog monitors** that automatically route alerts to the correct PagerDuty service.
1. **New Relic alert conditions** with consistent tags and runbook context.
1. **Unified tagging** across all three providers to ensure fast navigation during an incident.

1. **PagerDuty Integration**: Check the "Integrations" tab of your PagerDuty service to confirm that the Datadog integration key is correctly configured.
1. **Monitor Test**: Manually trigger a test alert in Datadog and verify that a PagerDuty incident is created with the correct service and tags.
1. **New Relic Routing**: Trigger the NRQL condition and verify that New Relic sends a notification through the configured policy channel.

Fix this →

3. Missing blank line between paragraphs (lines 136-137)

The two sentences still render as one paragraph because there is no blank line between them:

By wiring your observability stack as code, you ensure that every service is monitored from day one and that your on-call engineers always have the context they need to resolve incidents quickly.
Pulumi allows you to promote these configurations across environments. You can have a "staging" observability stack that notifies a Slack channel and a "production" stack that triggers PagerDuty.

Insert a blank line between line 136 and line 137.

Fix this →

Confirmed fixed since last review

• ✅ Branch is now a single commit on top of origin/master; PR diff is blog-only (3 files).
• ✅ Social copy paragraph breaks restored — twitter, linkedin, bluesky all have blank-line separators.
• ✅ First-mention links — Datadog and PagerDuty linked on line 24, New Relic on line 26.
• ✅ Output interpolation bug — line 89 now uses pulumi.interpolate, and import * as pulumi is no longer unused.
• ✅ "What you'll build" wording at line 34 matches the code (existing escalation policy).
• ✅ Social Media Review bot: PASS on X / LinkedIn / Bluesky.

Still open (non-blocking, flagged for completeness)

These were "suggested improvements" last time, not blockers — listing again so they aren't lost:

• Unified tagging is still Datadog-only. Line 37 promises "Unified tagging across all three providers," but only the Datadog monitor (line 90) actually sets tags. Either add tag args to pagerduty.Service and the New Relic alert policy/condition, or soften the bullet.
• Deprecated New Relic resources — newrelic.AlertChannel (line 98) and newrelic.AlertPolicyChannel (line 107) are deprecated in newer provider versions in favor of NotificationDestination / NotificationChannel / Workflow. Fine to keep for compatibility, but a one-line note for readers on current providers would help.
• Conclusion is still generic, no CTA. "Pulumi provides the scale and flexibility needed for modern operations" (line 143) is filler. A concrete next step (Datadog/New Relic/PagerDuty provider docs, a Pulumi ESC guide) and the {{< blog/cta-button >}} shortcode would land better.
• "monitoring debt" (line 139) is jargon without a definition — minor.

Frontmatter / publishing readiness

• social: block with twitter/linkedin/bluesky, all with paragraph breaks
• meta_image set — present but placeholder per PR body; blocked on Design
• `` break after intro
• Author profile present (pablo-seibelt)
• First-mention links resolve
• Code examples have language specifiers
• Title 47 chars (< 60)
• Meta description 158 chars (< 160)

Summary

The branch hygiene and social work are done. The remaining three blockers are mechanical style rules (H2 sentence case ×2, ordered-list 1. ×2, paragraph break ×1) — happy to clear once those are in. The non-blocking items above are optional polish you can address at the same time as the Design pass on meta.png, or punt.

---

• Read the current index.md
• Verify each previously-blocking item
• Check the diff scope is blog-only
• Post updated review
  • Branch: blog/wiring-observability-stack-with-pulumi

[sicarul]

@claude please review again. This request is after the latest pushed head commit 51fd6c3a. The branch has a single clean commit on current origin/master, and the PR diff is limited to content/blog/wiring-observability-stack-with-pulumi/index.md, feature.png, and meta.png.

[pulumi-bot]

Claude finished @sicarul's task in 1m 9s —— View job

---

Re-review for #18956

Thanks @sicarul. Confirmed the branch hygiene: single commit on top of origin/master, PR diff is exactly index.md + feature.png + meta.png. Social copy / first-mention links / pulumi.interpolate fix all still good.

However, the same three mechanical style blockers from my last review are still present at 51fd6c3a — line numbers and content haven't changed. Flagging again so you can land them in one pass.

Still blocking

1. H2 headings must be sentence case (AGENTS.md, "Headings")

H1 is Title Case; H2+ are sentence case. Two H2s are still Title Case, and one still has a link inside it.

• content/blog/wiring-observability-stack-with-pulumi/index.md:41 — ## Managing Credentials with [Pulumi ESC](/docs/esc/)
• content/blog/wiring-observability-stack-with-pulumi/index.md:66 — ## The Implementation

## Managing credentials with Pulumi ESC

## The implementation

The link to /docs/esc/ is already present in the first sentence of the section body at line 43, so removing it from the heading does not lose any navigation.

Fix this →

2. Ordered list items must all start with 1. (AGENTS.md, "Ordered Lists")

"Every item begins with 1. to minimize diff noise."

Both ordered lists still use 1./2./3./4. numbering:

• content/blog/wiring-observability-stack-with-pulumi/index.md:34-37 ("What you'll build")
• content/blog/wiring-observability-stack-with-pulumi/index.md:132-134 ("Validation")

1. **PagerDuty services routed to an existing escalation policy** to define who gets paged and when.
1. **Datadog monitors** that automatically route alerts to the correct PagerDuty service.
1. **New Relic alert conditions** with consistent tags and runbook context.
1. **Unified tagging** across all three providers to ensure fast navigation during an incident.

1. **PagerDuty Integration**: Check the "Integrations" tab of your PagerDuty service to confirm that the Datadog integration key is correctly configured.
1. **Monitor Test**: Manually trigger a test alert in Datadog and verify that a PagerDuty incident is created with the correct service and tags.
1. **New Relic Routing**: Trigger the NRQL condition and verify that New Relic sends a notification through the configured policy channel.

Fix this →

3. Missing blank line between paragraphs (lines 136-137)

The two sentences still render as one paragraph because there is no blank line between them:

By wiring your observability stack as code, you ensure that every service is monitored from day one and that your on-call engineers always have the context they need to resolve incidents quickly.
Pulumi allows you to promote these configurations across environments. You can have a "staging" observability stack that notifies a Slack channel and a "production" stack that triggers PagerDuty.

Insert a blank line between line 136 and line 137.

Fix this →

If you'd like, just reply @claude please apply the three style fixes above and I'll push them directly to this branch.

Confirmed still good

• ✅ Branch is a single commit on top of origin/master; PR diff is exactly 3 files (index.md, feature.png, meta.png).
• ✅ Social copy: twitter, linkedin, bluesky all have blank-line separators; Social Media Review bot is PASS on all three.
• ✅ First-mention links: Datadog and PagerDuty linked on line 24, New Relic on line 26.
• ✅ Output interpolation bug fixed — line 89 uses pulumi.interpolate, and import * as pulumi is used.
• ✅ "What you'll build" wording at line 34 matches the code (existing escalation policy).

Still open (non-blocking, flagged for completeness)

These were "suggested improvements" — not blockers, but listing again so they aren't lost:

• Unified tagging is still Datadog-only. Line 37 promises "Unified tagging across all three providers," but only the Datadog monitor (line 90) actually sets tags. Either add tag args to pagerduty.Service and the New Relic alert policy/condition, or soften the bullet.
• Deprecated New Relic resources — newrelic.AlertChannel (line 98) and newrelic.AlertPolicyChannel (line 107) are deprecated in newer provider versions in favor of NotificationDestination / NotificationChannel / Workflow. Fine to keep for compatibility, but a one-line note would help readers on current provider versions.
• Conclusion is still generic, no CTA. Line 143 ("Pulumi provides the scale and flexibility needed for modern operations") is filler. A concrete next step (Datadog/New Relic/PagerDuty provider docs, an ESC guide) and the {{< blog/cta-button >}} shortcode would land better.
• "monitoring debt" (line 139) is jargon without a definition — minor.

Frontmatter / publishing readiness

• social: block with twitter/linkedin/bluesky, all with paragraph breaks
• meta_image set — present but placeholder per PR body; blocked on Design
• `` break after intro
• Author profile present (pablo-seibelt)
• First-mention links resolve
• Code examples have language specifiers
• Title 47 chars (< 60)
• Meta description 158 chars (< 160)

Summary

PR scope, branch hygiene, social copy, and the pulumi.interpolate bug fix all check out. The same three mechanical style blockers from the previous re-review (H2 sentence case ×2, ordered-list 1. ×2, paragraph break ×1) are still present at 51fd6c3a. Happy to clear once those land — or push them for you if you want.

---

• Read the current index.md at 51fd6c3a
• Verify each previously-blocking item
• Check diff scope is blog-only (confirmed 3 files)
• Post updated review
  • Branch: blog/wiring-observability-stack-with-pulumi

[sicarul]

@claude please review again. This PR is now marked as draft, the needs-design label has been removed, and the latest pushed head is 51fd6c3a.

[pulumi-bot]

Claude finished @sicarul's task in 56s —— View job

---

Re-review for #18956

Thanks @sicarul. Acknowledged: PR is now draft and the needs-design label has been removed. PR scope is still correct (single commit on top of origin/master, diff is exactly index.md + feature.png + meta.png).

However, the file content at 51fd6c3a is byte-identical to the previous re-review — none of the three mechanical style blockers have been addressed. I won't repeat the full rationale a fourth time; here is the short version with line numbers verified against the current HEAD.

Still blocking

1. H2 sentence case (AGENTS.md, "Headings")

• content/blog/wiring-observability-stack-with-pulumi/index.md:41 — ## Managing Credentials with [Pulumi ESC](/docs/esc/)
• content/blog/wiring-observability-stack-with-pulumi/index.md:66 — ## The Implementation

Should be:

## Managing credentials with Pulumi ESC

## The implementation

2. Ordered list items must all start with 1. (AGENTS.md, "Ordered Lists")

• content/blog/wiring-observability-stack-with-pulumi/index.md:34-37 ("What you'll build") — currently 1./2./3./4.
• content/blog/wiring-observability-stack-with-pulumi/index.md:132-134 ("Validation") — currently 1./2./3.

3. Missing blank line between paragraphs

• content/blog/wiring-observability-stack-with-pulumi/index.md:136-137 — sentence ending "...resolve incidents quickly." runs straight into "Pulumi allows you to promote..." with no blank line, so they render as one paragraph.

Since the draft status doesn't change the style requirements, and these are mechanical fixes, just reply @claude please apply the three style fixes above and I'll push them to this branch in one commit. Otherwise I'm happy to re-review again once you push them.

Still confirmed good

• ✅ Branch is single commit on origin/master; PR diff is exactly 3 files.
• ✅ Social copy bot is PASS on X / LinkedIn / Bluesky; paragraph breaks restored.
• ✅ First-mention links — Datadog/PagerDuty on line 24, New Relic on line 26.
• ✅ pulumi.interpolate fix at line 89; import * as pulumi is in use.
• ✅ "What you'll build" wording at line 34 matches the code.

Non-blocking, flagged for completeness

Unchanged from last review — listing the labels only, see prior comment for detail:

• Unified tagging is still Datadog-only (line 90 only).
• newrelic.AlertChannel / newrelic.AlertPolicyChannel deprecated in newer provider versions.
• Conclusion (line 143) is generic filler; no concrete CTA.
• "monitoring debt" (line 139) is undefined jargon.

Frontmatter / publishing readiness

• social: block with twitter/linkedin/bluesky with paragraph breaks
• meta_image set — present but placeholder per PR body
• `` break after intro
• Author profile present (pablo-seibelt)
• First-mention links resolve
• Code examples have language specifiers
• Title 47 chars (< 60)
• Meta description 158 chars (< 160)

Summary

PR scope, branch hygiene, social copy, and the pulumi.interpolate bug fix all still check out. The three mechanical style blockers (H2 sentence case ×2, ordered-list 1. ×2, paragraph break ×1) are unchanged at 51fd6c3a. Draft status doesn't change the style requirements, so the blockers stand. Happy to push the fixes for you on request.

---

• Read the current index.md at 51fd6c3a
• Verify the three previously-blocking style items
• Confirm PR scope is still blog-only (3 files, single commit on origin/master)
• Post updated review
  • Branch: blog/wiring-observability-stack-with-pulumi

[github-actions]

🤖 @sicarul — pinned review cleared; regenerating from scratch.

[sicarul]

@claude #new-review

[github-actions]

🤖 @sicarul — pinned review cleared; regenerating from scratch.

[sicarul]

@claude #new-review

[github-actions]

Reviewing a draft; findings may change as you iterate.

Pre-merge Review — Last updated 2026-05-19T04:15:00Z

Tip

Summary: New blog post under content/blog/wiring-observability-stack-with-pulumi/ walking through a TypeScript Pulumi program that wires Datadog, New Relic, and PagerDuty together — parallels existing observability content (e.g., content/blog/observability-with-infrastructure-as-code/). Reader-blocking wrongness would be incorrect provider SDK property names, broken Datadog/New Relic alert syntax, or routing patterns that don't actually deliver incidents. Passes that ran: external claim verification (52 claims; SDK-shape claims cross-checked against pulumi-datadog/pulumi-pagerduty/pulumi-newrelic source), cited-claim spot-checks (5/5), frontmatter sweep, code-examples checks (no findings), editorial-balance pass (single-subject post, N/A).

Review confidence:

Dimension	Level	Notes
mechanics	HIGH
facts	MEDIUM	SDK-shape claims verified against provider source; a batch of editorial-framing claims hit transient rate-limit errors during verification (triaged as mis-sourced), and two contradicted verdicts compared paraphrased extractions / the wrong Datadog feature (triaged as spurious).
code correctness	MEDIUM	TypeScript code matches the pulumi-datadog/pulumi-pagerduty/pulumi-newrelic SDK property shapes (verified via gh api against each provider's source). Example query and timeout values are illustrative; not test-executed in CI.

Investigation log

• Cross-sibling reads: not run (not in a templated section)
• External claim verification: 19 of 52 claims verified (14 unverifiable, 2 contradicted) · 4 specialists (numerical, cross-reference, capability, framing); 0 cross-specialist corroborations · routed: 0 inline, 42 Pass 1, 5 Pass 2 (verified 0, contradicted 0, unverifiable 5), 5 Pass 3 (verified 0, contradicted 1, unverifiable 4).
• Cited-claim spot-checks: 5 of 5 cited claims fetched and compared
• Frontmatter sweep: ran on body + meta_desc + social.{bluesky, linkedin, twitter}
• Temporal-trigger sweep: ran (recency words present in diff; spot-check in-review)
• Code execution: not run (no static/programs/ change)
• Code-examples checks: ran (3 specialists: structural, existence, body-code-coverage); 0 findings
• Editorial-balance pass: ran (single-subject, N/A)

🚨 Outstanding	⚠️ Low-confidence	💡 Pre-existing	✅ Resolved
0	1	0	1

🔍 Verification trail

52 claims extracted · 19 verified · 14 unverifiable · 2 contradicted

• L2 in content/blog/wiring-observability-stack-with-pulumi/index.md "title: 'Wire Datadog, New Relic, and PagerDuty with Pulumi'" → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L3 in content/blog/wiring-observability-stack-with-pulumi/index.md "date: 2026-06-11" → ➖ not-a-claim (evidence: The "date" field in a blog post's front matter is metadata set by the PR author for their own content's publication date, not a falsifiable assertion about a third-party fact. It is a faithful description of the PR author's own design (sch…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md (front matter metadata))
• L4 in content/blog/wiring-observability-stack-with-pulumi/index.md "meta_desc: 'Use Pulumi to connect Datadog, New Relic, and PagerDuty as an observability baseline with monitors, alerts, escalation, and incident routing.'" → ➖ not-a-claim (evidence: Line 4 of the file is meta_desc: "Use Pulumi to connect Datadog, New Relic, and PagerDuty as an observability baseline with monitors, alerts, escalation, and incident routing." — this is a metadata field (front-matter description) author…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L8 in content/blog/wiring-observability-stack-with-pulumi/index.md "tags: ['datadog', 'new-relic', 'pagerduty']" → ➖ not-a-claim (evidence: The "claim" is a YAML front-matter tags line listing three tag values. This is metadata/categorization, not a falsifiable assertion about any fact. The regex matched it as "temporal" but it contains no temporal assertion whatsoever.; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L13 in content/blog/wiring-observability-stack-with-pulumi/index.md "Wire Datadog, New Relic, and PagerDuty with Pulumi." → ➖ not-a-claim (evidence: Line 13 is the Twitter social caption "Wire Datadog, New Relic, and PagerDuty with Pulumi." — it is the PR author's own promotional description of their blog post content, not a falsifiable third-party assertion.; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L17 in content/blog/wiring-observability-stack-with-pulumi/index.md "This guide shows how to wire Datadog, New Relic, and PagerDuty with Pulumi so monitors, alerts, and incident routing stay repeatable." → ➖ not-a-claim (evidence: The text at L17 is the linkedin social media blurb in the blog post's front matter: "This guide shows how to wire Datadog, New Relic, and PagerDuty with Pulumi so monitors, alerts, and incident routing stay repeatable." This is the PR au…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L19 in content/blog/wiring-observability-stack-with-pulumi/index.md "Wire Datadog, New Relic, and PagerDuty with Pulumi so monitors, alerts, and escalation do not drift apart." → ➖ not-a-claim (evidence: Line 19 is the bluesky social media copy written by the PR author to describe their own blog post: "Wire Datadog, New Relic, and PagerDuty with Pulumi so monitors, alerts, and escalation do not drift apart." This is a faithful descriptio…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L24 in content/blog/wiring-observability-stack-with-pulumi/index.md "SRE teams often face a 'telemetry gap' where critical incidents fall between disconnected monitoring tools, such as a Datadog monitor triggering but the corres…" → 🤷 unverifiable (evidence: The cited URL (https://www.datadoghq.com/) returns HTTP 200 but is the Datadog homepage, which contains no content about a 'telemetry gap', disconnected monitoring tools, PagerDuty runbook links, or escalation paths. The claim appears to b…; source: https://www.datadoghq.com/; intuition: The claim reads as an opinionated framing statement by the blog author, not a factual assertion attributable to the Dat…)
• L26 in content/blog/wiring-observability-stack-with-pulumi/index.md "Using Pulumi to wire an observability stack ensures that every service starts with a complete, validated incident response path, reducing the risk of critical…" → 🤷 unverifiable (evidence: No authoritative Pulumi source confirms that using Pulumi to wire an observability stack "ensures every service starts with a complete, validated incident response path, reducing the risk of critical failures going unnoticed." This is a br…; source: WebSearch ran query "Pulumi observability stack wiring incident response validated"; top results didn't address the claim; intuition: This reads as LLM-generated promotional framing ("complete, validated incident response path") with no grounding in any…)
• L26 in content/blog/wiring-observability-stack-with-pulumi/index.md "When New Relic monitoring, logging, and incident response tools are managed as separate 'islands' of configuration, you lose the consistent tagging and context…" → 🤷 unverifiable (evidence: The pre-fetched content of https://newrelic.com/ is entirely JavaScript bundle code (New Relic browser agent loader) with no readable marketing or documentation text. The claim about monitoring, logging, and incident response tools being m…; source: https://newrelic.com/; intuition: The claim reads as editorial/opinion framing in the blog post itself, not a factual assertion sourced from newrelic.com…)
• L32 in content/blog/wiring-observability-stack-with-pulumi/index.md "In this post, you will learn how to wire Datadog, New Relic, and PagerDuty together using Pulumi. You will build:" → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L34-36 in content/blog/wiring-observability-stack-with-pulumi/index.md "New Relic alert conditions are routed through modern notification destinations, channels, and workflows (as opposed to legacy notification channels)." → ✅ verified (evidence: The pulumi-newrelic SDK's alertChannel.ts explicitly states: "The newrelic.AlertChannel resource is deprecated and will be removed in a future major release. As an alternative, you can set up channels using a combination of the…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/nodejs/alertChannel.ts)
• L41 in content/blog/wiring-observability-stack-with-pulumi/index.md "## Managing Credentials with Pulumi ESC" → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L43 in content/blog/wiring-observability-stack-with-pulumi/index.md "Using Pulumi ESC, you can securely manage API keys for Datadog, New Relic, and PagerDuty without hardcoding them or passing them as environment variables manua…" → ✅ verified (framing: strengthened — the claim is the PR author's own description of their design, faithfully describing what Pulumi ESC does as shown in the accompanying code examp…; evidence: The blog post at L43 contains the exact claim text: "Using Pulumi ESC, we can securely manage API keys for Datadog, New Relic, and PagerDuty without hardcoding them or passing them as environment variables manually." The acco…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L60 in content/blog/wiring-observability-stack-with-pulumi/index.md "scheduleUrl: https://my-pagerduty-subdomain.pagerduty.com/schedules/P123456" → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L68 in content/blog/wiring-observability-stack-with-pulumi/index.md "Here is a TypeScript program that wires these three providers together. We'll create a PagerDuty service, a Datadog monitor that notifies that service, and a N…" → ❌ contradicted (framing: shifted — claim describes "a Datadog monitor that notifies that service, and a New Relic alert policy with a notification channel" but the source describes "co…; evidence: The actual text at L68 reads: "We'll create a PagerDuty service, configure Datadog to route monitor notifications to that service, and create a New Relic alert policy routed through notification destinations, channels, and workflows." — no…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L74 in content/blog/wiring-observability-stack-with-pulumi/index.md "The Datadog PagerDuty integration is account-wide, so it should be imported instead of created if the Datadog account already has PagerDuty configured." → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L74 in content/blog/wiring-observability-stack-with-pulumi/index.md "The TypeScript program wires Datadog, New Relic, and PagerDuty together by creating a PagerDuty service, configuring Datadog to route monitor notifications to…" → ✅ verified (evidence: The file at ~L74 states: "Here is a TypeScript program that wires these three providers together. We'll create a PagerDuty service, configure Datadog to route monitor notifications to that service, and create a New Relic alert policy route…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L77-79 in content/blog/wiring-observability-stack-with-pulumi/index.md "The Pulumi PagerDuty provider is available as @pulumi/pagerduty." → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L82 in content/blog/wiring-observability-stack-with-pulumi/index.md "const config = new pulumi.Config('observability');" → ➖ not-a-claim (evidence: The flagged text is a line of TypeScript source code (const config = new pulumi.Config("observability");) appearing in a blog post code snippet. It is not a falsifiable assertion about any third-party system, feature, or fact — it is the…; source: content/blog/wiring-observability-stack-with-pulumi/index.md L82)
• L86 in content/blog/wiring-observability-stack-with-pulumi/index.md "The serviceName value ('my-application-service') must be unique in the Datadog organization." → ❌ contradicted (framing: shifted — the uniqueness requirement in Datadog docs applies to the service catalog dd-service identifier, not to a general serviceName property; the claim…; evidence: (escalated from pass1) The Datadog Service Definition API docs describe the service identifier as "Unique identifier of the service. Must be unique across all services and is used to match with a service in Datadog." This applies to the se…; source: https://docs.datadoghq.com/api/latest/service-definition/; intuition: Datadog service names (e.g. DD_SERVICE tags) are not enforced as unique within an org; multiple deployments/environment…)
• L87-89 in content/blog/wiring-observability-stack-with-pulumi/index.md "The pagerduty.getVendor function accepts a name argument and can be used to look up a vendor by name (e.g., 'Datadog')." → ✅ verified (evidence: The pulumi-pagerduty SDK source (sdk/nodejs/getVendor.ts) defines GetVendorArgs with name: string ("The vendor name to use to find a vendor in the PagerDuty API") and the JSDoc example shows `pagerduty.getVendor({ name: "Datadog" }…; source: gh api repos/pulumi/pulumi-pagerduty/contents/sdk/nodejs/getVendor.ts)
• L92-97 in content/blog/wiring-observability-stack-with-pulumi/index.md "The pagerduty.Service resource accepts autoResolveTimeout, acknowledgementTimeout, and escalationPolicy arguments." → ✅ verified (evidence: The service.go file in pulumi/pulumi-pagerduty SDK defines the Service struct with fields AcknowledgementTimeout pulumi.StringPtrOutput \pulumi:"acknowledgementTimeout"`, AutoResolveTimeout pulumi.StringPtrOutput `pulumi:"autoR…; source: gh api repos/pulumi/pulumi-pagerduty/contents/sdk/go/pagerduty/service.go)
• L94-95 in content/blog/wiring-observability-stack-with-pulumi/index.md "The PagerDuty autoResolveTimeout is set to '14400' (seconds) and acknowledgementTimeout is set to '1800' (seconds) in the example." → 🤷 unverifiable (evidence: The specific blog post wiring-observability-stack-with-pulumi was not returned in search results, so the exact values at L94-95 cannot be confirmed. The PagerDuty registry docs note acknowledgementTimeout "will default to '1800'" but a…; source: WebSearch ran query "pulumi.com blog wiring-observability-stack pagerduty acknowledgementTimeout 1800"; top results didn't address the claim directly; intuition: All Pulumi PagerDuty registry examples use acknowledgementTimeout: "600", not "1800"; "1800" is the PagerDuty API defau…)
• L99-103 in content/blog/wiring-observability-stack-with-pulumi/index.md "A PagerDuty ServiceIntegration resource links a PagerDuty service to a vendor (Datadog) and exposes an integrationKey used by the Datadog ServiceObject." → ✅ verified (evidence: The pulumi-pagerduty SDK's serviceIntegration.ts declares integrationKey as an output property ("This is the unique key used to route events to this integration") and includes a built-in example showing ServiceIntegration with a `v…; source: gh api repos/pulumi/pulumi-pagerduty/contents/sdk/nodejs/serviceIntegration.ts)
• L99 in content/blog/wiring-observability-stack-with-pulumi/index.md "const datadogIntegration = new pagerduty.ServiceIntegration('app-service-datadog', {" → ➖ not-a-claim (evidence: Line 99 of the file is exactly const datadogIntegration = new pagerduty.ServiceIntegration("app-service-datadog", { — a line of TypeScript code in the PR author's own example program, not a falsifiable factual assertion about a third-par…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L105-109 in content/blog/wiring-observability-stack-with-pulumi/index.md "The datadog.pagerduty.Integration resource accepts subdomain, apiToken, and schedules arguments." → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L105 in content/blog/wiring-observability-stack-with-pulumi/index.md "const datadogPagerDutyIntegration = new datadog.pagerduty.Integration('pagerduty', {" → ➖ not-a-claim (evidence: Line 105 is a TypeScript code snippet authored by the PR author as part of their own example program. It is a faithful description of the author's own design, not a third-party-attributed assertion about an external system's behavior or AP…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L111-116 in content/blog/wiring-observability-stack-with-pulumi/index.md "The datadog.pagerduty.ServiceObject resource accepts serviceName and serviceKey fields and supports a dependsOn relationship with the datadog.pagerdut…" → ✅ verified (evidence: The pulumi-datadogSDK source forServiceObject(sdk/nodejs/pagerduty/serviceObject.ts) definesServiceObjectArgswith required fieldsserviceKey: pulumi.InputandserviceName: pulumi.Input`. The blog code at L111-…; source: gh api repos/pulumi/pulumi-datadog/contents/sdk/nodejs/pagerduty/serviceObject.ts)
• L111 in content/blog/wiring-observability-stack-with-pulumi/index.md "const datadogPagerDutyService = new datadog.pagerduty.ServiceObject('app-service-datadog', {" → ➖ not-a-claim (evidence: Line 111 of the file is a TypeScript code snippet (const datadogPagerDutyService = new datadog.pagerduty.ServiceObject("app-service-datadog", {) that is part of the PR author's own implementation example. It is not a falsifiable factual…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L119-125 in content/blog/wiring-observability-stack-with-pulumi/index.md "The datadog.Monitor resource accepts name, type, query, message, and tags arguments." → ✅ verified (evidence: The pulumi-datadog SDK's monitor.ts source (decoded from base64) confirms the Monitor resource exposes name, type, message, query, and tags as properties, and the embedded docstring example shows all five used together: `name…; source: gh api repos/pulumi/pulumi-datadog/contents/sdk/nodejs/monitor.ts)
• L119-124 in content/blog/wiring-observability-stack-with-pulumi/index.md "The Datadog monitor query avg(last_5m):avg:system.cpu.idle{service:my-app,env:prod} < 20 is a valid metric alert query for CPU idle percentage." → 🤷 unverifiable (evidence: verify-claims.py errored on this claim: RuntimeError: HTTP 429: {"type":"error","error":{"type":"rate_limit_error","message":"This request would exceed your organization's rate limit of 2,000,000 input tokens per minute (org: 85d1a054-3697…)
• L121 in content/blog/wiring-observability-stack-with-pulumi/index.md "The Datadog monitor type for a metric-based alert is 'metric alert'." → ✅ verified (evidence: The pulumi-datadog Go SDK source (monitor.go) contains an example showing Type: pulumi.String("metric alert") as the monitor type for a metric-based alert, directly matching the claim.; source: gh api repos/pulumi/pulumi-datadog/contents/sdk/go/datadog/monitor.go (base64-decoded content shows Type: pulumi.String("metric alert") in the example usage))
• L123 in content/blog/wiring-observability-stack-with-pulumi/index.md "Datadog monitor notifications are routed to PagerDuty using the @pagerduty-<serviceName> mention syntax in the monitor message." → ✅ verified (evidence: The blog file at the relevant line shows: message: pulumi.interpolate\CPU usage is high for my-app. Notify: @pagerduty-${datadogPagerDutyService.serviceName}`` — confirming that Datadog monitor notifications are routed to PagerDuty via…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L124 in content/blog/wiring-observability-stack-with-pulumi/index.md "tags: ['service:my-app', 'env:prod', 'runbook:https://example.com/runbooks/my-app']," → ➖ not-a-claim (evidence: The URL https://example.com/runbooks/my-app appears inside a code sample as a tag value (a string literal in an array), not as a cited source supporting a factual assertion. It is a placeholder/example URL used to illustrate a runbook ta…; source: https://example.com/runbooks/my-app)
• L127 in content/blog/wiring-observability-stack-with-pulumi/index.md "// Create a New Relic alert policy and route issues through a workflow." → ➖ not-a-claim (evidence: The flagged text is a code comment inside a code block in the blog post — it describes what the following code does (creates a New Relic alert policy and routes issues through a workflow). It is not a falsifiable factual assertion; it is a…; source: content/blog/wiring-observability-stack-with-pulumi/index.md L127)
• L128-130 in content/blog/wiring-observability-stack-with-pulumi/index.md "The newrelic.AlertPolicy resource accepts a name argument." → ✅ verified (evidence: The AlertPolicyArgs class in sdk/python/pulumi_newrelic/alert_policy.py includes name: pulumi.Input[Optional[_builtins.str]] = None as a constructor parameter, with docstring `:param pulumi.Input[_builtins.str] name: The name of the…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/python/pulumi_newrelic/alert_policy.py)
• L132-140 in content/blog/wiring-observability-stack-with-pulumi/index.md "The newrelic.NotificationDestination resource accepts name, type, active, and properties arguments." → ✅ verified (evidence: The pulumi-newrelic SDK Python source for NotificationDestinationArgs explicitly defines name, type, active, and properties as constructor parameters, with docstrings: `:param pulumi.Input[_builtins.bool] active: Indicates whet…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/python/pulumi_newrelic/notification_destination.py)
• L132 in content/blog/wiring-observability-stack-with-pulumi/index.md "const emailDestination = new newrelic.NotificationDestination('on-call-email-destination', {" → ➖ not-a-claim (evidence: The line is a TypeScript code snippet declaring a variable using new newrelic.NotificationDestination(...). It is a code sample in the blog post, not a falsifiable assertion about a third-party fact. The regex-based "temporal" classifica…; source: content/blog/wiring-observability-stack-with-pulumi/index.md L132)
• L134 in content/blog/wiring-observability-stack-with-pulumi/index.md "3. New Relic Routing: Trigger the NRQL condition and verify that New Relic sends a notification through the configured policy channel." → ➖ not-a-claim (evidence: The text at L134 is a testing/verification step authored by the PR author describing their own procedure ("Trigger the NRQL condition and verify that New Relic sends a notification through the configured policy channel"). It is a faithful…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L142-151 in content/blog/wiring-observability-stack-with-pulumi/index.md "The newrelic.NotificationChannel resource accepts name, destinationId, product, type, and properties arguments." → ✅ verified (evidence: The Python SDK NotificationChannelArgs.__init__ in pulumi/pulumi-newrelic accepts exactly these parameters: destination_id, product, properties, type (required) and name (optional), matching all five arguments claimed. The Go…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/python/pulumi_newrelic/notification_channel.py)
• L142 in content/blog/wiring-observability-stack-with-pulumi/index.md "const emailChannel = new newrelic.NotificationChannel('on-call-email', {" → ➖ not-a-claim (evidence: The flagged text is a line of TypeScript code (const emailChannel = new newrelic.NotificationChannel("on-call-email", {) appearing in a blog post code sample. It is not a falsifiable assertion — it is a code snippet authored by the PR au…; source: content/blog/wiring-observability-stack-with-pulumi/index.md L142)
• L143-144 in content/blog/wiring-observability-stack-with-pulumi/index.md "Wiring Datadog, New Relic, and PagerDuty with Pulumi gives you a unified, version-controlled view of your entire observability posture. Whether you're managing…" → ➖ not-a-claim (evidence: The text at L143-144 is the blog post's own concluding recommendation authored by the PR author ("Start with one service, codify its monitor and escalation path, then promote that baseline across the rest"). This is the author's own design…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L145 in content/blog/wiring-observability-stack-with-pulumi/index.md "The newrelic.NotificationChannel resource uses a product value of 'IINT' for incident intelligence notification channels." → ✅ verified (framing: strengthened — the source shows IINT is used broadly across multiple channel types, not just "incident intelligence" specifically; the claim's framing is a nar…; evidence: The pulumi-newrelic Go SDK source for NotificationChannel (notificationChannel.go) contains multiple examples using Product: pulumi.String("IINT") for webhook, ServiceNow, email, and PagerDuty channel types, confirming IINT is the st…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/go/newrelic/notificationChannel.go)
• L146 in content/blog/wiring-observability-stack-with-pulumi/index.md "{{< blog/cta-button 'Explore Pulumi ESC' '/docs/esc/' >}}" → ✅ verified (evidence: The path /docs/esc/ resolves to content/docs/esc/_index.md, which is a valid and active Pulumi ESC documentation landing page titled "Secrets & Configuration" covering Pulumi ESC (Environments, Secrets, and Configuration).; source: repo:content/docs/esc/_index.md)
• L153-165 in content/blog/wiring-observability-stack-with-pulumi/index.md "The New Relic NrqlAlertCondition resource supports a critical block with operator, threshold, thresholdDuration, and thresholdOccurrences fields." → ✅ verified (evidence: The NrqlAlertConditionCriticalArgs.cs in pulumi/pulumi-newrelic explicitly defines all four fields: [Input("operator")] public Input<string>? Operator, [Input("threshold", required: true)] public Input<double> Threshold, `[Input("t…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/dotnet/Inputs/NrqlAlertConditionCriticalArgs.cs)
• L167-182 in content/blog/wiring-observability-stack-with-pulumi/index.md "The New Relic Workflow resource supports mutingRulesHandling, issuesFilter, and destinations fields, and issuesFilter supports a predicates array w…" → ✅ verified (evidence: The pulumi-newrelic SDK's workflow.ts source (base64-decoded) shows the Workflow resource with mutingRulesHandling: "NOTIFY_ALL_ISSUES", issuesFilter: { name, type, predicates: [{ attribute, operator, values }] }, and `destinatio…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/nodejs/workflow.ts)
• L167-182 in content/blog/wiring-observability-stack-with-pulumi/index.md "The predicates block of newrelic.Workflow issuesFilter accepts attribute, operator, and values arguments, and supports an operator value of 'EXA…" → ✅ verified (evidence: The Go SDK source for pulumi-newrelic (sdk/go/newrelic/workflow.go) contains WorkflowIssuesFilterPredicateArgswithAttribute, Operator, and Valuesfields, and the example code explicitly usesOperator: pulumi.String("EXACTLY_…; source: gh api repos/pulumi/pulumi-newrelic/contents/sdk/go/newrelic/workflow.go)
• L185-189 in content/blog/wiring-observability-stack-with-pulumi/index.md "If the Datadog PagerDuty integration already exists in a Datadog account, it can be imported using pulumi import datadog:pagerduty/integration:Integration pag…" → ✅ verified (evidence: The resource type datadog:pagerduty/integration:Integrationis confirmed inpulumi/pulumi-datadog(the__pulumiTypeinsdk/nodejs/pagerduty/integration.tsis'datadog:pagerduty/integration:Integration'`). The blog file at the rele…; source: gh api repos/pulumi/pulumi-datadog/contents/sdk/nodejs/pagerduty/integration.ts)
• L195-196 in content/blog/wiring-observability-stack-with-pulumi/index.md "After running pulumi up, the Datadog integration can be confirmed by checking the 'Integrations' tab of the PagerDuty service." → 🤷 unverifiable (evidence: The pre-fetched URL (https://www.datadoghq.com/) is Datadog's marketing homepage and contains no documentation about confirming a Datadog integration via the 'Integrations' tab of a PagerDuty service. The page does not address this specifi…; source: https://www.datadoghq.com/; intuition: The claim describes a PagerDuty UI step (checking PagerDuty's 'Integrations' tab), not a Datadog page — the cited sourc…)
• L202 in content/blog/wiring-observability-stack-with-pulumi/index.md "Pulumi allows you to promote observability configurations across environments, such as having a 'staging' stack that notifies a Slack channel and a 'production…" → ➖ not-a-claim (evidence: The claim describes the PR author's own design/usage pattern for Pulumi stacks (staging stack → Slack, production stack → PagerDuty), which is a faithful description of how the author proposes to use Pulumi's standard multi-stack/environme…; source: repo:content/blog/wiring-observability-stack-with-pulumi/index.md)
• L208 in content/blog/wiring-observability-stack-with-pulumi/index.md "Wiring Datadog, New Relic, and PagerDuty with Pulumi gives you a unified, version-controlled view of your observability posture." → 🤷 unverifiable (framing: shifted — the claim presents an editorial conclusion about combining three specific tools as if it were an established, verifiable fact; no external source con…; evidence: No authoritative source (Pulumi blog, docs, or official content) confirms the specific framing that wiring Datadog, New Relic, AND PagerDuty together with Pulumi gives a "unified, version-controlled view of your observability posture." Sou…; source: WebSearch ran query "Pulumi Datadog New Relic PagerDuty observability unified version-controlled"; top results didn't address the specific combined three-tool claim.; intuition: This reads as a marketing/positioning summary sentence authored by the PR writer, not a falsifiable technical claim — i…)

Claim verification reported errors — some verdicts may be incomplete; spot-check the affected claims in-review.

📊 Editorial balance

Single-subject post; balance check N/A.

🚨 Outstanding in this PR

No outstanding findings introduced by this PR.

⚠️ Low-confidence

Review each and resolve as appropriate — these don't block the PR.

• [L26] content/blog/wiring-observability-stack-with-pulumi/index.md — "Using Pulumi to wire your observability stack ensures that every service starts with a complete, validated incident response path, reducing the risk of critical failures going unnoticed." — promotional framing that's not citation-backed. The nearby "you ensure that every service is monitored" was softened to "you help ensure" in e187be5 — consider applying the same hedge here so the assertion reads as your design framing rather than a guarantee:

  Using Pulumi to wire your observability stack helps ensure that every service starts with a complete incident response path, reducing the risk of critical failures going unnoticed.
  

📋 Triaged verifier findings

I double-checked these and realized they weren't real findings — click to expand

• [L68] content/blog/wiring-observability-stack-with-pulumi/index.md — "Here is a TypeScript program that wires these three providers together. We'll create a PagerDuty service, a Datadog monitor that notifies that service, and a New Relic alert policy with a notification channel." — Spurious: the "claim" is a paraphrase of the actual sentence in the diff ("…configure Datadog to route monitor notifications to that service, and create a New Relic alert policy routed through notification destinations, channels, and workflows."). The verification step compared the paraphrased extraction against the real source text — there's no third-party fact in dispute, both texts describe the same authored design.

• [L86] content/blog/wiring-observability-stack-with-pulumi/index.md — "The serviceName value ('my-application-service') must be unique in the Datadog organization." — Spurious: the verification step cited Datadog's Service Definition API (the dd-service catalog identifier), which is a different feature from datadog.pagerduty.ServiceObject.serviceName (the PagerDuty-integration mapping referenced by @pagerduty-<serviceName> in monitor messages). The code comment is talking about the latter, where uniqueness within the account's PagerDuty integration is needed to avoid collisions on the mention syntax.

• [L2] content/blog/wiring-observability-stack-with-pulumi/index.md — "title: 'Wire Datadog, New Relic, and PagerDuty with Pulumi'" — Mis-sourced: verifier hit a transient HTTP 429 rate-limit on a frontmatter title (not a third-party-attributable claim).

• [L24] content/blog/wiring-observability-stack-with-pulumi/index.md — "SRE teams often face a 'telemetry gap' where critical incidents fall between disconnected monitoring tools…" — Mis-sourced: verifier fetched datadoghq.com (Datadog's marketing homepage), which doesn't contain this editorial framing — this is the author's own scene-setting, not a third-party assertion sourced from Datadog.

• [L26] content/blog/wiring-observability-stack-with-pulumi/index.md — "When New Relic monitoring, logging, and incident response tools are managed as separate 'islands' of configuration, you lose the consistent tagging and context…" — Mis-sourced: verifier fetched newrelic.com/ and got back the New Relic browser-agent JavaScript bundle (no readable text). This is the author's own framing, not a sourced claim from New Relic.

• [L32] content/blog/wiring-observability-stack-with-pulumi/index.md — "In this post, you will learn how to wire Datadog, New Relic, and PagerDuty together using Pulumi. You will build:" — Mis-sourced: rate-limit error on a table-of-contents sentence about the post's own structure (not a third-party claim).

• [L41] content/blog/wiring-observability-stack-with-pulumi/index.md — "## Managing Credentials with Pulumi ESC" — Mis-sourced: rate-limit error on a section heading; the embedded link target /docs/esc/ was independently verified at L146 (✅ verified).

• [L60] content/blog/wiring-observability-stack-with-pulumi/index.md — "scheduleUrl: https://my-pagerduty-subdomain.pagerduty.com/schedules/P123456" — Mis-sourced: placeholder example URL inside the ESC YAML snippet (the my-pagerduty-subdomain host is illustrative, not a real PagerDuty subdomain); rate-limit error on what is effectively a non-claim.

• [L74] content/blog/wiring-observability-stack-with-pulumi/index.md — "The Datadog PagerDuty integration is account-wide, so it should be imported instead of created if the Datadog account already has PagerDuty configured." — Mis-sourced: rate-limit error prevented external verification. This claim is consistent with L185-189 (✅ verified), which confirms datadog:pagerduty/integration:Integration is a singleton import-eligible resource.

• [L77-79] content/blog/wiring-observability-stack-with-pulumi/index.md — "The Pulumi PagerDuty provider is available as @pulumi/pagerduty." — Mis-sourced: rate-limit error on a package-name claim. The package name is correct (@pulumi/pagerduty is the Pulumi PagerDuty provider's npm namespace; the provider repo is pulumi/pulumi-pagerduty, with several SDK-shape claims verified against that source elsewhere in the trail).

• [L94-95] content/blog/wiring-observability-stack-with-pulumi/index.md — "The PagerDuty autoResolveTimeout is set to '14400' (seconds) and acknowledgementTimeout is set to '1800' (seconds) in the example." — Mis-sourced: the verification step's WebSearch couldn't find the blog (because it's not yet published), and the verifier treated example values as needing external corroboration. These are illustrative defaults picked by the author for the snippet — they need to be valid PagerDuty timeout strings (which they are; both fields take strings of seconds), not match a canonical source.

• [L105-109] content/blog/wiring-observability-stack-with-pulumi/index.md — "The datadog.pagerduty.Integration resource accepts subdomain, apiToken, and schedules arguments." — Mis-sourced: rate-limit error. Confirmed against pulumi/pulumi-datadog: IntegrationArgs in sdk/nodejs/pagerduty/integration.ts declares subdomain: string, apiToken: string, and schedules: string[] as inputs.

• [L119-124] content/blog/wiring-observability-stack-with-pulumi/index.md — "The Datadog monitor query avg(last_5m):avg:system.cpu.idle{service:my-app,env:prod} < 20 is a valid metric alert query for CPU idle percentage." — Mis-sourced: rate-limit error on a Datadog query-syntax claim. The query parses as the standard threshold-alert pattern (<aggregator>(<window>):<aggregator>:<metric>{<tags>} <op> <value>) and the L121 trail entry independently verifies "metric alert" as the matching Monitor.type.

• [L195-196] content/blog/wiring-observability-stack-with-pulumi/index.md — "After running pulumi up, the Datadog integration can be confirmed by checking the 'Integrations' tab of the PagerDuty service." — Mis-sourced: verifier cited datadoghq.com for a claim that's actually describing a step in PagerDuty's UI — wrong-source confusion (the procedural step is in PagerDuty, not Datadog).

💡 Pre-existing issues in touched files (optional)

No pre-existing issues in touched files.

✅ Resolved since last review

• [L208] content/blog/wiring-observability-stack-with-pulumi/index.md — conclusion sentence rewritten from "gives you a unified, version-controlled view of your observability posture" to "makes the three-provider integration version-controlled and reproducible," anchoring on the concrete outcome the code delivers. (resolved in e187be5)

📜 Review history

• 2026-05-19T03:23:08Z — New blog post wiring Datadog/New Relic/PagerDuty with Pulumi; SDK resource shapes verified against pulumi-datadog/pulumi-pagerduty/pulumi-newrelic source; two contradicted verdicts triaged as spurious (paraphrase comparison; wrong Datadog feature); rate-limit-error verdicts triaged as mis-sourced; two editorial-framing sentences flagged for optional hedging. (e4838d8)
• 2026-05-19T04:15:00Z — re-reviewed after fix push (1 new commit, e187be5): L208 editorial suggestion taken (conclusion re-anchored on "version-controlled and reproducible"); L26 "ensures" still present. (e187be5)

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