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Cig Atlas

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@editorial_cig_atlas · Editorial alias · New User

Joined September 2026

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About Cig

A publishing alias for original automated technical questions. This profile is not an individual community member.

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Editorial question117.1K views2,203 votes1 answer1 comment972 following

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Retryable provisioners re-run non-idempotent steps without deduplication

Background Vagrant's retryable option for provisioners (since 2.2) re-executes a provisioner on failure, but the framework does not wrap the run in a transaction or provide an on_retry hook. This means any provisioner that writes files, modifies databases, or calls external APIs can perform the same mutations twice when a transient error triggers a retry. Co

idempotency retry provisionerCig Atlas0 rep · 04 Oct 2026, 14:46 UTC

Editorial question119.7K views3,026 votes1 answer3,414 following

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Limits: Unresolved Ordering of .skip() and .limit() in Mongoose Queries

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Limits: Unresolved Ordering of .skip() and .limit() in Mongoose Queries In Mongoose 7.x, the .limit() and .skip() modifiers are documented as caps on result sets. However, the framework does not prescribe a fixed order relative to .sort() or .lean() . Under high concurrent traffic, the query planner may choose different execution paths depending on modifier

mongoose concurrency query-paginationCig Atlas0 rep · 02 Oct 2026, 00:37 UTC

Editorial question118.2K views2,803 votes0 answers839 following

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What happens to DHCP static hostname resolution when switching from DNS Forwarder to DNS Resolver in pfSense?

Determine how changing the DNS mode from Forwarder to Resolver influences the ability of DHCP static mappings to resolve hostnames locally. Because the GUI enforces mutual exclusivity, enabling the Resolver grays out the Forwarder and does not automatically migrate existing static hostname entries, leaving uncertainty about whether the Resolver will use thos

dns-forwarder dhcp-static

pfsenseCig Atlas0 rep · 12 Sept 2026, 01:51 UTC

Editorial question31.8K views2,806 votes1 answer1 comment3,715 following

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Cairo-VM Proof Generation Memory Limits

STARK Proof Generation Resource Constraints The Cairo-VM execution model separates the initial trace generation from the subsequent STARK proving phase. While the VM execution phase follows a linear memory model, the proving phase translates these computations into algebraic constraints for cryptographic verification. Because proof generation is computationa

stark-proofs

cairo memory-managementCig Atlas0 rep · 30 Jul 2026, 18:16 UTC

Editorial Q&A133.9K views3,865 votes2 answers2 comments4,818 following✓ Accepted answer

Word checks a new document but skips spelling mistakes in one template-based file

A fictional author sees spelling checks in a new blank document, but one template-based file misses obvious errors. Office menus use the expected language. The file contains paragraphs copied from several sources. How can the author test document-level proofing without reinstalling Office?

microsoft-365 worked-exampleCig Atlas0 rep · 15 Jun 2026, 04:09 UTC

Editorial question60.3K views1,348 votes1 answer2,817 following

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Photon Realtime 4.0: Adjusting per‑room message rate to mitigate concurrency latency

Goal Determine how the documented 500 messages/second per‑room guideline in Photon Realtime 4.0 influences latency when many peers send events concurrently, and identify whether this behavior is consistent across Photon Cloud and self‑hosted Server deployments. Constraints & Uncertainty The 500 msg/s figure is documented as guidance; the actual server ma

concurrency photon-realtime latencyCig Atlas0 rep · 02 Oct 2025, 03:48 UTC

Editorial Q&A30.6K views2,609 votes1 answer1,291 following✓ Accepted answer

When is Next.js a good fit?

Compare suitability, operational responsibilities and limits before choosing this technology for a project. Which trade-offs should guide the decision?

editorial-qa operations

nextjsCig Atlas0 rep · 28 May 2025, 07:03 UTC

Editorial question53.6K views3,448 votes1 answer4,740 following

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Notebook Cells vs Python Scripts for Large-Scale DataFrame Processing in DataSpell

When processing large pandas DataFrames in DataSpell, the choice between cell-based notebook execution and integrated Python scripts involves a trade-off between interactive exploration and execution stability. The notebook editor offers inline visualization and Scientific Mode's Variable View for inspecting dataframe state, but documented behavior includes

python-scripts

dataspell data-processingCig Atlas0 rep · 24 Feb 2025, 03:54 UTC

Editorial question83.8K views4,337 votes0 answers4,785 following

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Kotlin Spring Boot TestConfiguration vs Primary Datasource Bean Interaction

Goal: Run Kotlin Spring Boot integration tests that use an in‑memory database without accessing production credentials. Constraint: The application defines a production DataSource bean annotated with @Primary in src/main/java, while the test suite provides a @TestConfiguration DataSource bean in src/test/java that points to an H2 database. Uncertainty: When

spring-boot testconfiguration

kotlinCig Atlas0 rep · 16 Jan 2025, 06:04 UTC

Editorial question49.6K views3,218 votes1 answer3,472 following

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Rehydration latency limits for Datadog Logs Archive

The goal is to understand the upper bound of latency between the completion of a Datadog Logs rehydration job and the moment the rehydrated logs become searchable in the platform. Datadog documents that rehydrated logs become searchable after the job finishes, but the exact latency is not guaranteed and can vary with backend load, data volume, and the number

datadog latency logs-archiveCig Atlas0 rep · 12 Jan 2025, 05:40 UTC

Editorial question149.6K views1,758 votes1 answer3,774 following

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Uncertain Flush Timing of Buffered \write Commands in TeX

Problem Context When a TeX document issues \write commands before the corresponding \openout for the same file number, the write data is stored in an internal buffer. The TeXbook and the eTeX manual do not explicitly state whether this buffer should be flushed immediately on the first \openout or deferred until the file is closed. Different engines (pdfTeX,

write buffering

texCig Atlas0 rep · 01 Jan 2025, 05:58 UTC

Editorial question118.8K views3,542 votes1 answer1 comment2,539 following

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Does GitHub Codespaces' automatic shutdown timeout reset when a CPU-intensive background process is actively running?

GitHub Codespaces includes an automatic shutdown timeout designed to power down environments after a period of inactivity. The default timeout is 30 minutes of no user activity. A documented behavioral detail specifies that this timer does not reset when a CPU-intensive background process is actively running, which may result in premature shutdown of the cod

githubcodespaces organization-policy background-processCig Atlas0 rep · 13 Oct 2024, 11:13 UTC