“Review”
It's not free, it forces you to input an email before shoving a price tag in your face.
Arvoly XSL
Generate infrastructure-as-code with natural language prompts
Pulumi AI is an experimental feature designed for generating Pulumi infrastructure-as-code programs using natural-language prompts. These prompts allow for direct input in the user's preferred programming language, including but not limited to, TypeScript, JavaScript, Python, Go, C#, Java, YAML, and Terraform. This makes it a flexible option, well suited to diverse programming environments. Users have the option to either create a new program with Pulumi AI or begin with an existing, curated AI program. For further customization or troubleshooting, users are provided with the option to file feature requests or bug reports directly through GitHub. Users also benefit from the 'AI Answers' feature that offers curated solutions provided by Pulumi AI, supporting guidance through common or complex issues encountered during usage. Help other people by letting them know if this AI was useful. Add your own prompts and outputs to help others understand how to use this AI.

When considering Pulumi for integration into your organizational workflow, we recommend deploying a structured score card across three critical operational pillars: Security & Compliance, Integration Friction, and long-term Price Scalability. Rather than looking only at basic feature lists, modern procurement teams must assess how a software platform behaves under high load and how well it fits into the team's data security guidelines.
Depending on your operating region and field, ensure that Pulumi supports standard security layers such as SOC 2 Type II certifications, GDPR compliance, or HIPAA-compliant database encryption. If the tool connects directly to client database tables or handles user passwords, verify that they implement multi-factor authentication (MFA), single sign-on (SSO) integrations, and end-to-end data encryption in transit and at rest.
Siloed data is the primary cause of operational friction. Evaluate if Pulumi has native connectors for your current project trackers, messaging hubs, and customer communication channels. For custom developer requirements, check if they provide a fully documented REST API with reasonable rate limits, comprehensive Webhooks support, and robust SDK packages in your language. A flexible API layer saves hundreds of hours of manual copy-paste overhead.
SaaS pricing packages are often deceptively simple. When reviewing Pulumi's billing structure, map out your team's projected expansion over the next 12 to 24 months. Determine how costs scale as your customer database increases or as you add team members. Factor in setup costs, mandatory support plan upgrades, API access fees, and storage overage rates to understand the true cost before committing to a contract.
By combining verified user reviews from our directory with internal workflow pilot tests, your procurement team can make an informed decision that drives productivity without creating capital waste.
Overall rating
Based on 15 reviews
It's not free, it forces you to input an email before shoving a price tag in your face.
Arvoly XSL
I'm still testing the tool yet it looks very promising. I tested it with a 5.5k words Academic text that I had previously red. I tested the Key points feature, it does work!
Ivana González
after playing around with it for a bit, i am now aware of how much i need this. i can already feel the hours of sleep coming back to me <3
Bru no no no
O GPT faz uma análise melhor e mais personalizada.
Vinicius Vilela
As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.
Oldfag TV
Usefull to analyse documents without the need of taking of the personal data
Felipe Rodrigues
Hi there! It works great for me, it's actually one of my favorite tools for background removal. Could you try again? The AI must see clearly what the main subject is, so maybe test it with another picture.
Antonia Mitrea
Very useful. Simple
Zeca Guedes
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Miguel Santaolalla
It created animals with more than 4 legs and multiple animals when I asked for one. Sometimes you have to run it a few times with the same prompt to get something usable, but even then it probably won't be what you are thinking in your head. That being said, I think it is a good start, and for kids that just want to color something for free, it's cool to play with. It is definitely not the same quality as even the lower-end HuggingFace Stable Diffusion projects.
B C
The most humanly AI i have used so far but the problem is as soon as you start piling up messages in single chat session , it starts getting slow and at some point it starts freezing and also uses a lot of resources. For time being its okay to do 3 4 messages but as soon as we continue it has messages limitation and also starts getting very very slow . For the price of £18 per month this is unacceptable and with the newly introduced feature called project, if we start new chat within the project we cannot continue with the context we provided in other chats within same project. There are lot of improvements for them to work on. And to start with the its speed and its price
Bibash Katel
Really like how it finds connection in the content that I save. I don't think any other tool can do that.
amix ffx
Such a great place to start out!
Helli Lang
The website is pretty good but there are only a limited number of responses
Probal Roy
Beautiful//videos
Tanu singh
Starting Price
Free plan available
Free tier available with optional paid upgrades.