docs: Fix copy using Dave's LLM style guide by mtrunkat · Pull Request #2339 · apify/apify-docs

mtrunkat · 2026-03-16T13:33:00Z

*TL;DR: I used @davidjohnbarton's Apify LLM styleguide against the whole documentation, and these are the fixes.

Summary

This PR standardizes punctuation and article usage across documentation files for improved consistency and readability.

Key Changes

Em dash to hyphen conversion: Replaced em dashes (—) with hyphens (-) in various contexts throughout the documentation, particularly in lists and explanatory phrases
Article standardization:
- Changed "our" to "the" when referring to tools, libraries, and services (e.g., "our universal scrapers" → "the universal scrapers", "our code templates" → "code templates")
- Removed redundant articles before proper nouns and service names (e.g., "the Apify Console" → "Apify Console" in some contexts)
- Changed "to use one of our API clients" → "using one of the API clients"
Minor wording improvements:
- "ultimate flexibility" → "full flexibility"
- "Ok" → "Okay"
- Removed incomplete/trailing text in some sections

Files Modified

Changes span across multiple documentation sections:

Academy guides (web scraping basics, tutorials, build-and-publish)
Platform documentation (proxy, storage, actors, integrations, collaboration)
API documentation

Notable Details

The changes maintain semantic meaning while improving consistency
Em dash to hyphen conversion makes the text more accessible and standardizes punctuation style
Article usage changes make the documentation more objective and less possessive in tone

https://claude.ai/code/session_01Re3ixKeyNomxheSkJaD7aW

Apply Apify style guide rules across 115+ documentation files: - Remove "the" before Apify Console and Apify Store (57 instances) - Add "the" before Apify platform, SDK, CLI, and API where missing - Replace "our" with "the", "Apify", or product-focused phrasing - Replace em dashes (—) and en dashes (–) with " - " in prose - Fix British spellings: grey→gray, catalogue→catalog - Capitalize "Actor" when referring to Apify technology - Remove "Happy scraping/coding!" closings - Fix "Ok" to "Okay" - Remove sales language ("ultimate", "state-of-the-art") - Fix "Javascript" to "JavaScript" https://claude.ai/code/session_01Re3ixKeyNomxheSkJaD7aW

apify-service-account · 2026-03-16T13:36:38Z

Preview for this PR was built for commit 20ed593a and is ready at https://pr-2339.preview.docs.apify.com!

Copilot

Pull request overview

This PR applies documentation-only copy edits to standardize punctuation (notably replacing em dashes per repo style) and reduce possessive/subjective phrasing by adjusting article/pronoun usage across Platform, Academy, and API docs.

Changes:

Replaces em dashes with spaced hyphens (-) for consistency with the documentation style guide.
Standardizes article/pronoun usage (e.g., “our” → “the”, “the Apify Console” → “Apify Console” in many places).
Includes minor wording and capitalization tweaks for readability and US English consistency.

Reviewed changes

Copilot reviewed 116 out of 116 changed files in this pull request and generated 11 comments.

Show a summary per file

File	Description
sources/platform/storage/usage.md	Article/terminology tweaks in storage retention instructions.
sources/platform/storage/key_value_store.md	Dash/article updates in KVS docs; minor wording changes.
sources/platform/storage/index.md	Intro sentence punctuation/article updates for storage section.
sources/platform/storage/dataset.md	Minor wording adjustments (articles/possessives).
sources/platform/schedules.md	Numeric range punctuation + article wording tweaks.
sources/platform/proxy/your_own_proxies.md	Terminology update (“our proxies” → “Apify Proxy”).
sources/platform/proxy/usage.md	Wording/punctuation updates across proxy usage content.
sources/platform/proxy/residential_proxy.md	Removes “the” before Apify Console in a sentence.
sources/platform/proxy/index.md	“our SDKs” → “the Apify SDKs” wording change.
sources/platform/proxy/datacenter_proxy.md	Wording changes referencing blog/pricing/Console.
sources/platform/limits.md	Removes “our” phrasing in limits section reference.
sources/platform/integrations/workflows-and-notifications/workato.md	Updates Discord/support wording to less possessive phrasing.
sources/platform/integrations/workflows-and-notifications/n8n/website-content-crawler.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/youtube.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/tiktok.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/search.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/maps.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/llm.md	Range punctuation + removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/instagram.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/index.md	Removes “the” before Apify Console; minor phrasing tweaks.
sources/platform/integrations/workflows-and-notifications/make/facebook.md	Removes “the” before Apify Console; minor phrasing tweaks.
sources/platform/integrations/workflows-and-notifications/make/amazon.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/make/ai-crawling.md	Removes “the” before Apify Console in setup steps.
sources/platform/integrations/workflows-and-notifications/ifttt.md	Removes “the” before Apify Console in note text.
sources/platform/integrations/workflows-and-notifications/bubble.md	Updates Console/Discord phrasing to less possessive.
sources/platform/integrations/programming/webhooks/actions.md	Removes “the” before Apify Console in instructions.
sources/platform/integrations/programming/api.md	Rephrases recommendations; removes “the” before Apify Console in places.
sources/platform/integrations/integrate_with_apify.md	Removes possessive language (“our platform/users”).
sources/platform/integrations/ai/skyfire.md	Removes “the” before Apify Store mention.
sources/platform/integrations/ai/qdrant.md	Removes “the” before Apify Console in a sentence.
sources/platform/integrations/ai/pinecone.md	Removes “the” before Apify Console in a sentence.
sources/platform/integrations/ai/milvus.md	Removes “the” before Apify Console in a sentence.
sources/platform/integrations/ai/haystack.md	Minor wording change (removes a phrase repetition).
sources/platform/integrations/actors/integration_ready_actors.md	“our example” → “this example” phrasing and possessive removal.
sources/platform/integrations/actors/index.md	US English spelling (“catalogue” → “catalog”).
sources/platform/index.mdx	Removes “our” from Academy card description.
sources/platform/console/two-factor-authentication.md	Removes “our” from support wording + removes “the” before Apify Console.
sources/platform/console/store.md	Removes “our community” wording + minor phrasing tweak.
sources/platform/console/settings.md	Removes “our platform/docs” wording; minor phrasing tweak.
sources/platform/console/index.md	Removes “our verification page”; adjusts homepage intro sentence.
sources/platform/collaboration/organization_account/setup.md	“our video tutorial” → “the video tutorial”.
sources/platform/collaboration/organization_account/index.md	“our plans/pricing” → “plans/pricing page” phrasing.
sources/platform/collaboration/organization_account/how_to_use.md	Removes “the” before Apify Console in header/description.
sources/platform/collaboration/general-resource-access.md	Converts dash characters + minor phrasing adjustments.
sources/platform/actors/running/usage_and_resources.md	Removes “our article” phrasing.
sources/platform/actors/running/store.md	Removes “our Discord” phrasing; removes “the” before Apify Console.
sources/platform/actors/running/index.md	Adds article for “the Apify API” heading.
sources/platform/actors/publishing/testing.mdx	Removes “our public” phrasing.
sources/platform/actors/publishing/publish.mdx	Removes “the” before Apify Console in steps.
sources/platform/actors/publishing/monetize/pay_per_event.mdx	Removes “the” before Apify Console; removes “our SDKs/CLI” wording.
sources/platform/actors/publishing/monetize/index.mdx	Removes “our” before Terms & Conditions references.
sources/platform/actors/publishing/index.mdx	Removes “our blog/Discord” phrasing; minor punctuation fixes.
sources/platform/actors/development/quick-start/start_locally.md	Adds “the” before Apify CLI.
sources/platform/actors/development/quick-start/build_with_ai.md	Adds “the” before Apify CLI.
sources/platform/actors/development/programming_interface/index.mdx	Adjusts “the Apify platform” article usage.
sources/platform/actors/development/programming_interface/environment_variables.md	Removes “the” before Apify Proxy in one row; removes “the” before Apify Console in step.
sources/platform/actors/development/permissions/index.md	Removes “the” before Apify Console in a sentence.
sources/platform/actors/development/deployment/source_types.md	Removes “the” before Apify Console in parenthetical.
sources/platform/actors/development/deployment/index.md	Adds “the” before Apify CLI in heading/instructions.
sources/platform/actors/development/deployment/continuous_integration.md	“our step-by-step guide” → “the step-by-step guide”.
sources/platform/actors/development/automated_tests.md	Numeric range punctuation normalization.
sources/platform/actors/development/actor_definition/output_schema/index.md	Removes “the” before Apify Console.
sources/platform/actors/development/actor_definition/input_schema/index.md	Removes “the” before Apify Console in sentence.
sources/platform/actors/development/actor_definition/docker.md	Removes “our Performance documentation” phrasing.
sources/platform/actors/development/actor_definition/actor_json.md	Removes “the” before Apify Console/Store; adds “the” before Apify CLI docs.
sources/api/getting-started.mdx	Removes “the” before Apify Console.
sources/academy/webscraping/scraping_basics_python/index.md	Em dash → spaced hyphen in intro line.
sources/academy/webscraping/scraping_basics_python/13_platform.md	Em dash → spaced hyphen conversions throughout lesson.
sources/academy/webscraping/scraping_basics_python/12_framework.md	Em dash → spaced hyphen conversions; minor sentence punctuation.
sources/academy/webscraping/scraping_basics_python/11_scraping_variants.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_python/10_crawling.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_python/06_locating_elements.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_python/02_devtools_locating_elements.md	Em dash → spaced hyphen conversions; US spelling “grey” → “gray”.
sources/academy/webscraping/scraping_basics_python/01_devtools_inspecting.md	Em dash → spaced hyphen conversions.
sources/academy/webscraping/scraping_basics_legacy/data_extraction/save_to_csv.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_legacy/crawling/first_crawl.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_javascript/index.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_javascript/13_platform.md	Em dash → spaced hyphen conversions throughout lesson.
sources/academy/webscraping/scraping_basics_javascript/12_framework.md	Em dash → spaced hyphen conversions.
sources/academy/webscraping/scraping_basics_javascript/11_scraping_variants.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_javascript/10_crawling.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_javascript/06_locating_elements.md	Em dash → spaced hyphen conversion.
sources/academy/webscraping/scraping_basics_javascript/02_devtools_locating_elements.md	Em dash → spaced hyphen conversions; US spelling “grey” → “gray”.
sources/academy/webscraping/scraping_basics_javascript/01_devtools_inspecting.md	Em dash → spaced hyphen conversions.
sources/academy/webscraping/advanced_web_scraping/crawling/crawling-with-search.md	Em dash → spaced hyphen conversions; numeric range punctuation.
sources/academy/webscraping/advanced_web_scraping/crawling/crawling-sitemaps.md	“actor” → “Actor” capitalization per terminology.
sources/academy/tutorials/node_js/when_to_use_puppeteer_scraper.md	“Ok” → “Okay”; minor article changes.
sources/academy/tutorials/node_js/multiple-runs-scrape.md	Adds “the” before Apify CLI; removes possessive language.
sources/academy/tutorials/node_js/how_to_save_screenshots_puppeteer.md	Adds “the” before Apify SDK; removes trailing sign-off line.
sources/academy/tutorials/node_js/analyzing_pages_and_fixing_errors.md	Em dash → spaced hyphen conversions in bullet list.
sources/academy/tutorials/node_js/add_external_libraries_web_scraper.md	Removes trailing sign-off line.
sources/academy/tutorials/api/run_actor_and_retrieve_data_via_api.md	Capitalization/term consistency (“Actor”); minor wording.
sources/academy/platform/getting_started/index.md	Removes “the” before Apify Console in description + bold intro.
sources/academy/platform/getting_started/creating_actors.md	Removes “the” before Apify Console; minor rephrasing.
sources/academy/platform/getting_started/apify_client.md	Removes “the” before Apify Console in a sentence.
sources/academy/platform/getting_started/apify_api.md	Adjusts image alt text wording re: Apify Console.
sources/academy/platform/getting_started/actors.md	Removes “the” before Apify Console in a sentence.
sources/academy/platform/expert_scraping_with_apify/solutions/using_api_and_client.md	Capitalization/term consistency (“Actor”).
sources/academy/platform/expert_scraping_with_apify/solutions/integrating_webhooks.md	Removes “the” before Apify Console reference.
sources/academy/build-and-publish/why_publish.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/promoting-your-actor/seo.md	Capitalization consistency (“Actor”).
sources/academy/build-and-publish/promoting-your-actor/blogs_and_blog_resources.md	Em dash → spaced hyphen conversions.
sources/academy/build-and-publish/promoting-your-actor/affiliates.md	Adds leading article to list item (“The Apify platform”).
sources/academy/build-and-publish/interacting-with-users/emails_to_actor_users.md	Em dash → spaced hyphen conversions in tips/examples.
sources/academy/build-and-publish/how-to-build/index.md	Removes possessives (“our”); em dash → spaced hyphen; wording tweaks.
sources/academy/build-and-publish/how-to-build/how_to_create_a_great_input_schema.md	Em dash → spaced hyphen conversions.
sources/academy/build-and-publish/how-to-build/actorization_playbook.mdx	Em dash → spaced hyphen; adds “the” before Apify CLI; wording tweaks.
sources/academy/build-and-publish/how-to-build/actor_bundles.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/apify-store-basics/name_your_actor.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/apify-store-basics/importance_of_actor_url.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/apify-store-basics/how_to_create_actor_readme.md	Em dash → spaced hyphen conversions; numeric range punctuation.
sources/academy/build-and-publish/apify-store-basics/how_store_works.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/apify-store-basics/how_actor_monetization_works.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/actor-ideas/what_software_an_actor_can_be.md	Em dash → spaced hyphen conversion.
sources/academy/build-and-publish/actor-ideas/actor_validation.md	Em dash → spaced hyphen conversions.
sources/academy/ai/ai-agents.mdx	Em dash → spaced hyphen conversion.

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sources/academy/tutorials/node_js/how_to_save_screenshots_puppeteer.md

sources/platform/storage/index.md

sources/platform/proxy/usage.md

sources/platform/proxy/datacenter_proxy.md

sources/platform/actors/publishing/monetize/pay_per_event.mdx

sources/platform/storage/key_value_store.md

sources/platform/proxy/usage.md

sources/platform/collaboration/general-resource-access.md

sources/platform/integrations/workflows-and-notifications/ifttt.md

sources/platform/console/index.md

TC-MO

Few additional issues I noticed, otherwise seems good, thanks! (our style guide for review-docs is also based on Dave LLM's style guide)

sources/platform/console/index.md

sources/platform/proxy/usage.md

sources/platform/collaboration/general-resource-access.md

sources/platform/actors/development/actor_definition/input_schema/index.md

sources/platform/storage/index.md

sources/platform/actors/publishing/monetize/pay_per_event.mdx

marcel-rbro · 2026-03-16T15:38:01Z

Review findings

Must fix

1. Missing article before "homepage" — sources/platform/console/index.md
Changed The Apify Console homepage provides → Apify Console homepage provides. The "The" modifies "homepage" (the sentence subject), not "Apify Console". Without it, the sentence is grammatically broken. Should be "The Apify Console homepage provides..." or restructured to "The homepage of Apify Console provides...".

2. Missing article before "hostname" — sources/platform/proxy/usage.md
Changed the proxy server at the Apify Proxy hostname → the proxy server at Apify Proxy hostname. Same issue — "the" modifies "hostname", not "Apify Proxy". Should be "at the Apify Proxy hostname".

3. Missing "the" before "API" in front matter — sources/platform/collaboration/organization_account/how_to_use.md
Changed description to using Apify Console or API. Per terminology rules, the Apify API requires "the". Should be using Apify Console or the Apify API.

4. Vague "the findings" — sources/platform/proxy/usage.md
Changed our findings on how blocking works → the findings on how blocking works. "The findings" with no prior context is vague. Should be "Apify's findings" to preserve attribution.

5. Lost Apify attribution on Discord — sources/academy/platform/get_most_of_actors/monetizing_your_actor.md
Changed Our [Discord community] → The [Discord community]. This loses the Apify connection. Should be "The [Apify Discord community]".

Should fix

6. En dashes in numeric ranges replaced with hyphens (systematic, ~8 locations)
The PR replaces en dashes (–) used in numeric ranges like 1–5, 0–9, 100–999, $5–10 with plain hyphens. The style guide prohibits em dashes (—), not en dashes. En dashes are the correct typographic character for ranges. Affected files:

how_to_create_actor_readme.md (1–6, 1–2)
automated_tests.md (1–5)
proxy/usage.md (0–9, 100–999)
schedules.md (3–63)
make/llm.md (1–100)
crawling-with-search.md ($5–10)

7. "state-of-the-art" removed from third-party description — sources/platform/integrations/ai/haystack.md
Changed state-of-the-art search systems → advanced search systems. This describes Haystack (a third-party product), not Apify. The sales language rule applies to Apify marketing, not to how external tools describe themselves.

8. Inconsistent "our" not caught — sources/academy/build-and-publish/how-to-build/actorization_playbook.mdx
While most Actors on our marketplace are web scrapers was left unchanged. Should be "the Apify marketplace" or "the marketplace" for consistency with other "our" → "the" changes in this PR.

9. Inconsistent "our" not caught — sources/academy/build-and-publish/how-to-build/how_to_create_actor_readme.md
our system for Actor recommendation works was left unchanged. Should be "the system" or "Apify's system".

Nitpicks

Out-of-scope changes mixed in: grey → gray, catalogue → catalog, Javascript → JavaScript, actor → Actor. These are all correct per style guide but weren't listed in the PR description. Not a problem, just worth noting.
Change inside HTML comment (what_software_an_actor_can_be.md): An em dash was replaced inside a  comment. Harmless but unnecessary.
Actor/actor-task inconsistency (run_actor_and_retrieve_data_via_api.md): "Actor" was capitalized but "actor-task" right next to it was left lowercase.

🤖 Generated with Claude Code

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

Copilot · 2026-03-16T16:32:04Z

@mtrunkat I've opened a new pull request, #2340, to work on those changes. Once the pull request is ready, I'll request review from you.

Copilot · 2026-03-16T16:32:11Z

@mtrunkat I've opened a new pull request, #2341, to work on those changes. Once the pull request is ready, I'll request review from you.

apify-service-account · 2026-03-16T16:34:08Z

Preview for this PR was built for commit aa1b8c69 and is ready at https://pr-2339.preview.docs.apify.com!

Remove extra blank lines at EOF in add_external_libraries_web_scraper.md (fixes MD012 lint failure) and rewrite passive voice in proxy/usage.md to active voice per style guide. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

Line 10 of `sources/platform/proxy/usage.md` was missing the article "the" before "Apify Proxy hostname", making the sentence ungrammatical. - **`sources/platform/proxy/usage.md`**: `at Apify Proxy hostname` → `at the Apify Proxy hostname`  --- 🔒 GitHub Advanced Security automatically protects Copilot coding agent pull requests. You can protect all pull requests by enabling Advanced Security for your repositories. [Learn more about Advanced Security.](https://gh.io/cca-advanced-security) --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: mtrunkat <594801+mtrunkat@users.noreply.github.com>

"Apify Console homepage provides..." was missing the leading article, resulting in awkward phrasing. - **`sources/platform/console/index.md`**: Changed "Apify Console homepage provides..." → "The Apify Console homepage provides..."  --- 📱 Kick off Copilot coding agent tasks wherever you are with [GitHub Mobile](https://gh.io/cca-mobile-docs), available on iOS and Android. --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: mtrunkat <594801+mtrunkat@users.noreply.github.com>

apify-service-account · 2026-03-17T07:29:02Z

Preview for this PR was built for commit 57a4d5f8 and is ready at https://pr-2339.preview.docs.apify.com!

Co-authored-by: Michał Olender <92638966+TC-MO@users.noreply.github.com>

- Restore en dashes in numeric ranges (style guide prohibits em dashes, not en dashes) - Fix "the findings" to "Apify's findings" for proper attribution - Fix "our marketplace" to "Apify Store" and "our system" to "Apify's system" - Revert "state-of-the-art" for Haystack (third-party product description) - Add "the" before "Apify API" in how_to_use.md frontmatter - Remove trailing whitespace in general-resource-access.md Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

apify-service-account · 2026-03-17T07:33:45Z

Preview for this PR was built for commit 57a4d5f8 and is ready at https://pr-2339.preview.docs.apify.com!

apify-service-account · 2026-03-17T07:37:23Z

Preview for this PR was built for commit fc183380 and is ready at https://pr-2339.preview.docs.apify.com!

apify-service-account · 2026-03-17T08:24:21Z

Preview for this PR was built for commit 1bfebbc4 and is ready at https://pr-2339.preview.docs.apify.com!

apify-service-account · 2026-03-17T08:53:42Z

Preview for this PR was built for commit 546e8d7f and is ready at https://pr-2339.preview.docs.apify.com!

mtrunkat requested review from TC-MO and honzajavorek as code owners March 16, 2026 13:33

Copilot AI review requested due to automatic review settings March 16, 2026 13:33

github-actions bot assigned mtrunkat Mar 16, 2026

github-actions bot added this to the 136th sprint - Management team milestone Mar 16, 2026

github-actions bot added the t-management Issues with this label belong to the CTO or engineering managers. label Mar 16, 2026

mtrunkat marked this pull request as draft March 16, 2026 13:33

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mtrunkat marked this pull request as ready for review March 16, 2026 13:45

mtrunkat added the adhoc Ad-hoc unplanned task added during the sprint. label Mar 16, 2026

mtrunkat changed the title ~~Standardize article punctuation and article usage~~ feat: Fixing copy using Dave's LLM style guide Mar 16, 2026

TC-MO requested changes Mar 16, 2026

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Potential fix for pull request finding

aa1b8c6

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Copilot AI mentioned this pull request Mar 16, 2026

docs: fix missing article in Apify Console homepage description #2340

Merged

Copilot AI mentioned this pull request Mar 16, 2026

fix: add missing article in proxy usage docs #2341

Merged

Marcel Rbro and others added 3 commits March 16, 2026 17:29

mtrunkat and others added 4 commits March 17, 2026 08:29

Update index.md

5a230e0

Update sources/platform/storage/index.md

5494e82

Co-authored-by: Michał Olender <92638966+TC-MO@users.noreply.github.com>

Update sources/platform/actors/publishing/monetize/pay_per_event.mdx

644c12a

Co-authored-by: Michał Olender <92638966+TC-MO@users.noreply.github.com>

Update general-resource-access.md

fc18338

mtrunkat requested a review from TC-MO March 17, 2026 07:53

marcel-rbro changed the title ~~feat: Fixing copy using Dave's LLM style guide~~ docs: Fix copy using Dave's LLM style guide Mar 17, 2026

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marcel-rbro commented Mar 16, 2026

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mtrunkat commented Mar 16, 2026 •

edited

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