Bucket
@bucket.co
Feature flagging that's crafted for speed, built for B2B SaaS.
Catch issues and iterate faster. Read the full details:
bucket.co/changelog/m...
bucket.co/changelog/m...
Monitor tab | Bucket
Release a feature, then jump over to the new Monitor tab to view exposure, adoption, and feedback in real-time.
bucket.co
August 19, 2025 at 12:09 PM
Catch issues and iterate faster. Read the full details:
bucket.co/changelog/m...
bucket.co/changelog/m...
Full details:
bucket.co/changelog/n...
bucket.co/changelog/n...
New company filter option | Bucket
We’ve added a new company filter option: before/after date.
bucket.co
August 14, 2025 at 1:33 PM
Full details:
bucket.co/changelog/n...
bucket.co/changelog/n...
So we got there. Now, in some cases, AI cleanup is better than human.
Want to give it a try? The beta is open for @reactjs codebases 🚀
Want to give it a try? The beta is open for @reactjs codebases 🚀
August 12, 2025 at 1:44 PM
So we got there. Now, in some cases, AI cleanup is better than human.
Want to give it a try? The beta is open for @reactjs codebases 🚀
Want to give it a try? The beta is open for @reactjs codebases 🚀
Whitespace was a stubborn problem 😤
LLMs often don’t get formatting right. Plus, different versions, team setups, plugins, etc. make it harder.
Our solution? A GitHub Action that runs on generated PRs using the customer’s existing ESLint/Prettier setup.
LLMs often don’t get formatting right. Plus, different versions, team setups, plugins, etc. make it harder.
Our solution? A GitHub Action that runs on generated PRs using the customer’s existing ESLint/Prettier setup.
August 12, 2025 at 1:44 PM
Whitespace was a stubborn problem 😤
LLMs often don’t get formatting right. Plus, different versions, team setups, plugins, etc. make it harder.
Our solution? A GitHub Action that runs on generated PRs using the customer’s existing ESLint/Prettier setup.
LLMs often don’t get formatting right. Plus, different versions, team setups, plugins, etc. make it harder.
Our solution? A GitHub Action that runs on generated PRs using the customer’s existing ESLint/Prettier setup.
We tried many models. Since it's an async workflow, speed isn’t critical - consistency and quality matter.
@OpenAI’s 4o performed best but had system errors. We settled on 4.1, but had to work around its worse quality results.
@OpenAI’s 4o performed best but had system errors. We settled on 4.1, but had to work around its worse quality results.
August 12, 2025 at 1:44 PM
We tried many models. Since it's an async workflow, speed isn’t critical - consistency and quality matter.
@OpenAI’s 4o performed best but had system errors. We settled on 4.1, but had to work around its worse quality results.
@OpenAI’s 4o performed best but had system errors. We settled on 4.1, but had to work around its worse quality results.
To find the right model, we created a test harness evaluating outputs for multiple scenarios, comparing results against human-created PRs.
Each scenario ran 10 times because results varied so much.
Each scenario ran 10 times because results varied so much.
August 12, 2025 at 1:44 PM
To find the right model, we created a test harness evaluating outputs for multiple scenarios, comparing results against human-created PRs.
Each scenario ran 10 times because results varied so much.
Each scenario ran 10 times because results varied so much.
You can get surprisingly far with an LLM and a quick prompt, but getting good results consistently is where the real work is.
Some issues we solved through better prompting and different models, others needed custom solutions.
Some issues we solved through better prompting and different models, others needed custom solutions.
August 12, 2025 at 1:44 PM
You can get surprisingly far with an LLM and a quick prompt, but getting good results consistently is where the real work is.
Some issues we solved through better prompting and different models, others needed custom solutions.
Some issues we solved through better prompting and different models, others needed custom solutions.
Most attempts were fine, but then it would add random comments or have formatting issues.
Many failed CI due to unused imports, incorrect indentation, etc.
Many failed CI due to unused imports, incorrect indentation, etc.
August 12, 2025 at 1:44 PM
Most attempts were fine, but then it would add random comments or have formatting issues.
Many failed CI due to unused imports, incorrect indentation, etc.
Many failed CI due to unused imports, incorrect indentation, etc.
We’ve been running it in prod for months, and it’s now getting everything right - consistently good PRs.
But it wasn’t always like that…
But it wasn’t always like that…
August 12, 2025 at 1:44 PM
We’ve been running it in prod for months, and it’s now getting everything right - consistently good PRs.
But it wasn’t always like that…
But it wasn’t always like that…
AI Flag Cleanup functions as a @github integration.
It searches the repo for Bucket SDK usage and identifies where specific feature keys are used.
LLMs refactor the code to remove flags and eliminate unreachable codepaths.
It searches the repo for Bucket SDK usage and identifies where specific feature keys are used.
LLMs refactor the code to remove flags and eliminate unreachable codepaths.
August 12, 2025 at 1:44 PM
AI Flag Cleanup functions as a @github integration.
It searches the repo for Bucket SDK usage and identifies where specific feature keys are used.
LLMs refactor the code to remove flags and eliminate unreachable codepaths.
It searches the repo for Bucket SDK usage and identifies where specific feature keys are used.
LLMs refactor the code to remove flags and eliminate unreachable codepaths.
③ Showing access history in targeting
Flag access version history was hidden away. Now it's included below the targeting area on the Access tab.
Flag access version history was hidden away. Now it's included below the targeting area on the Access tab.
August 8, 2025 at 2:36 PM
③ Showing access history in targeting
Flag access version history was hidden away. Now it's included below the targeting area on the Access tab.
Flag access version history was hidden away. Now it's included below the targeting area on the Access tab.
② Added stage picker to confirmation dialog
We found we'd sometimes forget to update the stage when making access changes. Now the stage picker appears in the confirmation dialog when you’re ready to save.
We found we'd sometimes forget to update the stage when making access changes. Now the stage picker appears in the confirmation dialog when you’re ready to save.
August 8, 2025 at 2:36 PM
② Added stage picker to confirmation dialog
We found we'd sometimes forget to update the stage when making access changes. Now the stage picker appears in the confirmation dialog when you’re ready to save.
We found we'd sometimes forget to update the stage when making access changes. Now the stage picker appears in the confirmation dialog when you’re ready to save.
① Moved stage picker into the sidebar
So it’s out of the way of the main area for access control.
So it’s out of the way of the main area for access control.
August 8, 2025 at 2:36 PM
① Moved stage picker into the sidebar
So it’s out of the way of the main area for access control.
So it’s out of the way of the main area for access control.
For more details, check out the changelog post:
bucket.co/changelog/a...
bucket.co/changelog/a...
Access tab improvements | Bucket
Subtle but important simplifications to the Access tab for feature flags.
bucket.co
August 7, 2025 at 12:08 PM
For more details, check out the changelog post:
bucket.co/changelog/a...
bucket.co/changelog/a...
Have a read: bucket.co/blog/buildi...
Building AI flag cleanup | Bucket
How we made AI flag cleanup to finally put flag maintenance on autopilot.
bucket.co
August 6, 2025 at 1:15 PM
Have a read: bucket.co/blog/buildi...
We’re building the best feature flags for SaaS that run on TypeScript.
Follow us
↳ @bucketdotco
for the latest updates.
Follow us
↳ @bucketdotco
for the latest updates.
August 4, 2025 at 11:42 AM
We’re building the best feature flags for SaaS that run on TypeScript.
Follow us
↳ @bucketdotco
for the latest updates.
Follow us
↳ @bucketdotco
for the latest updates.
↳ Bucket adapter for GitBook
@GitBookIO created a Bucket adapter for use with adaptive content, giving your docs knowledge of which features a visitor has access to so you can personalize them.
See the docs:
gitbook.com/docs/publis...
@GitBookIO created a Bucket adapter for use with adaptive content, giving your docs knowledge of which features a visitor has access to so you can personalize them.
See the docs:
gitbook.com/docs/publis...
Feature flags | GitBook Documentation
Pass visitor data into your docs through a feature flag provider.
gitbook.com
August 4, 2025 at 11:42 AM
↳ Bucket adapter for GitBook
@GitBookIO created a Bucket adapter for use with adaptive content, giving your docs knowledge of which features a visitor has access to so you can personalize them.
See the docs:
gitbook.com/docs/publis...
@GitBookIO created a Bucket adapter for use with adaptive content, giving your docs knowledge of which features a visitor has access to so you can personalize them.
See the docs:
gitbook.com/docs/publis...
↳ Cloudflare Workers support
We’ve added support for edge-runtimes like Cloudflare Workers to the Bucket NodeSDK so you can avoid flag eval latency.
See the changelog: bucket.co/changelog/c...
We’ve added support for edge-runtimes like Cloudflare Workers to the Bucket NodeSDK so you can avoid flag eval latency.
See the changelog: bucket.co/changelog/c...
Cloudflare Workers support | Bucket
We’ve added support for edge-runtimes like Cloudflare Workers to the Bucket NodeSDK.
bucket.co
August 4, 2025 at 11:42 AM
↳ Cloudflare Workers support
We’ve added support for edge-runtimes like Cloudflare Workers to the Bucket NodeSDK so you can avoid flag eval latency.
See the changelog: bucket.co/changelog/c...
We’ve added support for edge-runtimes like Cloudflare Workers to the Bucket NodeSDK so you can avoid flag eval latency.
See the changelog: bucket.co/changelog/c...
↳ User permissions
Invite, remove, and manage roles for your team members on our Pro and Enterprise plans.
See the changelog: bucket.co/changelog/u...
Invite, remove, and manage roles for your team members on our Pro and Enterprise plans.
See the changelog: bucket.co/changelog/u...
User permissions | Bucket
We’ve added user permissions, so you can now invite, remove, and manage roles for your team members on our Pro and Enterprise plans.
bucket.co
August 4, 2025 at 11:42 AM
↳ User permissions
Invite, remove, and manage roles for your team members on our Pro and Enterprise plans.
See the changelog: bucket.co/changelog/u...
Invite, remove, and manage roles for your team members on our Pro and Enterprise plans.
See the changelog: bucket.co/changelog/u...