Pulumi
Pulumi is an infrastructure-as-code platform that lets developers define cloud resources using general-purpose programming languages.
About this data
Updated June 29, 2026
Overall Pulse Score
+5 over this period
A 0-100 index summarizing the tone of 88 relevant public mentions gathered from public online communities across 15 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.
Weekly Sentiment Trend
Pulse Score by week over the selected period. Each point is one complete week of mentions.
This week in public discussion
Discussion around Pulumi over the recent period leaned heavily negative, with bugs and missing features accounting for the majority of mentions. Commenters flagged issues including provider panics when importing resources, unexpected behavior with destroyOnFinalize, and typing problems in generated SDKs. A handful of feature requests also surfaced, such as Alibaba Cloud support for the DIY backend. Praise was limited, though a few mentions noted positive experiences with integrations and specific implementation patterns.
Read the deeper analysisAI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.
Sentiment mix by week
How the tone of public discussion splits each week.
Ringed points mark weeks with unusually high discussion volume, more than double this product's typical week.
Most-discussed praise
Most-discussed complaints
Themes across the selected period, with mention counts.
How Pulumi compares
Pulse Score over the selected period versus the top tracked competitors in Coding.
Where the mentions come from
Share of the 88 relevant public mentions in the selected period, by source.
Sample public mentions
Showing 5 of 88 analyzed public mentions in this period, with links to the original source. We do not reproduce full threads.
“destroyOnFinalize removes Stack finalizer after failed destroy during retry cooldown. ## What happened? A Stack CR with spec.destroyOnFinalize: true can be finalized and removed after the destroy Update fails. This is related to, but distinct from #1220 / #1223. #1223 fixes the c...”
“Log noise in console output: FD from fork parent still in poll list. ### What happened? I'm using pulumi on MacOS, with python/uv as runtime, and since upgrading the pulumi version today, pulumi up produces lots of noise in my console window, making it kinda impossible to see the...”
“VpcId expected as integer but is a string. ### Describe what happened Hello, I have found a bug that causes it's impossible to assign the VPC Id to Instance field VpcId because the first one it's a string and the second one it's an integer. Sample program var amqp_vpc = new Pulum...”
“Provider panic when importing resources with write-only Terraform fields (e.g. aws_autoscaling_group.force_delete). ### What happened? Importing an aws_autoscaling_group resource (and probably other resources with write-only Terraform fields) causes the provider to panic with run...”
“Non-primitive inputs are not strongly typed. When the SDKs are generated, any non -primitive inputs (example in nodejs: https://www.pulumi.com/registry/packages/pulumiservice/api-docs/api/auditlogexportconfiguration/#news3configuration_nodejs) are not strongly typed. For example,...”
83+ more analyzed mentions, full history, and theme breakdowns are part of Pro.
Get ProDeeper analysis
- Bugs and missing features dominated the conversation, accounting for the overwhelming share of complaints across the window.
- Sentiment showed a slow and unsteady recovery from a mid-May low but ended the period essentially flat with no clear positive momentum.
- Opinion was divided between active users reporting specific failures and more neutral observers referencing the product in comparative or educational contexts.
- Documentation gaps drew specific criticism alongside code-level bugs, with commenters noting that defaults and behaviors were not clearly explained in official references.
| Praise theme | Mentions |
|---|---|
| Strong features | 1 |
| Good integrations | 1 |
| Complaint theme | Mentions |
|---|---|
| Bugs | 44 |
| Missing features | 31 |
| Feature requests | 21 |
| Reliability | 15 |
| UI frustrations | 13 |
Public discussion around Pulumi over the four-week window was heavily skewed toward frustration, with bugs and missing features accounting for the majority of mentions. Commenters surfaced issues ranging from provider panics when importing resources with write-only Terraform fields to incorrect behavior around stack finalizers and destroy operations. Several mentions pointed to documentation gaps, such as the absence of a note clarifying that skipAwait defaults to false, suggesting that even when core functionality works, the surrounding guidance was perceived as incomplete or misleading.
The score trajectory tells a story of modest but unsteady recovery. Discussion started at a low point in mid-May, then climbed slightly and held a narrow plateau through late May and into early June. A brief uptick appeared in mid-June before edging back down in the final week, leaving the overall window score essentially flat against the prior period. The movement was small enough that commenters do not appear to have experienced any breakthrough improvement, and the recovery looked tentative rather than sustained.
Feature requests and missing capabilities generated substantial noise alongside the bug reports. Commenters raised gaps around cloud backend support for providers like Alibaba Cloud OSS, geo recovery options for certain service namespaces, and SDK type safety for non-primitive inputs. These threads reflected a sense among some participants that the product's surface area was not keeping pace with where they needed to take their infrastructure.
Opinion was divided on the severity framing. A small number of mentions treated Pulumi in a more neutral or illustrative light, referencing it as one viable framework among several for standard patterns like serverless APIs. That contrast with the bug-heavy majority of discussion suggested the community contained both active troubleshooters and observers using the product as a reference point, producing a split between distress and relative indifference in tone.
AI-generated summary of public online discussion during this period. It reflects the tone of that discussion, not facts about the product or our views.
Member perspectives
Individual opinions from Pro members, posted over time. These are personal member views, not aggregated sentiment data.
Overall Pulse Score
+5 over this period
A 0-100 index summarizing the tone of 88 relevant public mentions gathered from public online communities across 15 weeks in the selected period. It measures online sentiment, not a rating of the product's quality.
Data summary
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