Gigacatalyst
Shares rank 13 of 14 AI app builders by recommenders
An embedded AI builder that lets SaaS customers generate sandboxed features and apps, with guardrails and validation before and after generation. Critics note that security and compliance of on-the-fly generated apps need careful supervision.
An embedded AI builder that lets SaaS customers generate sandboxed features and apps, with guardrails and validation before and after generation. Critics note that security and compliance of on-the-fly generated apps need careful supervision.
5 people gave an opinion
- recommend it
- 5
- criticize it
- 0
- approval share
- 100%
Recommended in 1 of 13 months
- November 2025: not recommended
- December 2025: not recommended
- January 2026: not recommended
- February 2026: not recommended
- March 2026: not recommended
- April 2026: not recommended
- May 2026: recommended
- June 2026: not recommended
- July 2026: not recommended
- August 2026: not recommended
- September 2026: not recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 5 people recommend itNeeds 10 or more, not met.
- Nobody criticizes itNeeds 2 to 1 or better, met.
- Recommended in 1 of 13 monthsNeeds 4 or more, not met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Sandboxed, separate from main codebase
“we sandbox and keep it independent of the main codebase, which makes it easier to build and share new features”
Comment from 16 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder” “We don't ship to prod or to the main repo”
Comment from 12 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder” Guardrails and layered validation
“We've got guardrails before any code is generated and we put three layers of validation after the feature is ready”
Comment from 13 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder” “the hardest part is not generating the workflows/apps — it’s making them safe”
Comment from 13 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder”
What people warn about
Each mark is one comment
Generated apps need security oversight
“All these on the fly generated apps also needs some adult supervision to ensure secuirty and compliance.”
Comment from 13 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder” Idea seems terrible to engineers
“it's an idea so obviously terrible to most engineers that maybe it's actually really really smart”
Comment from 12 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder” Making generated apps safe is hard
“the hardest part is not generating the workflows/apps — it’s making them safe”
Comment from 13 May 2026 in “Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder”
Other AI app builders people recommend
The four most recommended other AI app builders, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Lovable | 73 | 77 | 49% | 11 | — | — |
| Replit | 51 | 39 | 57% | 11 | 9 mo3 owners | — |
| Squarespace | 23 | 23 | 50% | 11 | — | — |
| Bolt.new | 20 | 14 | 59% | 9 | — | — |
| GigacatalystThis page | 5 | 0 | 100% | 1 | — | — |
What people said
All 9 comments that mention it, newest first. Each links to the original comment.
“we sandbox and keep it independent of the main codebase, which makes it easier to build and share new features”
“We also make the created code saveable and shareable so they can reuse what they've already built”
“We've got guardrails before any code is generated and we put three layers of validation after the feature is ready”
“All these on the fly generated apps also needs some adult supervision to ensure secuirty and compliance.”
“the hardest part is not generating the workflows/apps — it’s making them safe”
“that's actually quite valuable for our customers who serve traditional enterprises”
“This is such an important step forward as we start to understand the 2nd order implications of AI and how it will change UIs in the future.”
“We don't ship to prod or to the main repo”
“it's an idea so obviously terrible to most engineers that maybe it's actually really really smart”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.