LinkLoot Update 1.4: clearer AI Review evidence and trust signals
LinkLoot editorial release cover.LinkLoot
LinkLoot editorial release cover.LinkLoot
This LinkLoot update covers clearer AI Review evidence and trust signals, based on 35 user-visible code changes since the previous changelog draft.
Released: 2026-05-12
This LinkLoot update focuses on clearer AI Review evidence and trust signals. It is generated from the user-visible changes merged since the previous changelog draft, with internal deployment and secret-related work filtered out.
Highlights
- AI review and trust: Polish proof lab presentation.
- Stability: Markdown image hydration on loot pages.
- Platform polish: Compact explore author badges.
What changed
AI review and trust
- Improved: Polish proof lab presentation.
- Improved: Prepare proof runner power management.
- Improved: Build out LinkLoot AI review surface.
- Improved: Public AI review presentation.
Stability
- Fixed: Markdown image hydration on loot pages.
Platform polish
- Improved: Compact explore author badges.
- Improved: Limit compact explore author to desktop.
- Improved: Use compact explore author on tablet.
- Improved: Tune explore author breakpoints.
Why this is useful
| Update area | What you get from it |
|---|---|
| AI review and trust | AI Review results show clearer evidence, safer wording, and better category-specific context. |
| Stability | Small fixes reduce friction in everyday browsing, especially on mobile. |
| Platform polish | The interface should feel more consistent in normal use. |
Included changes
- Polish proof lab presentation.
- Prepare proof runner power management.
- Build out LinkLoot AI review surface.
- Public AI review presentation.
- CVE and advisory evidence is shown only when that check actually ran.
- Make AI review panel concise.
- Polish AI review status chips.
- Public AI review evidence.
- Refine AI review evidence display.
- Markdown image hydration on loot pages.
- Public review wording is clearer and easier to understand in the interface.
- Topic and category pages handle empty or unclear states more cleanly.
Try this next
- Open a Loot with an AI Review and compare the scorecard, evidence, and category-fit details.
- Use the clearer review text as a decision aid, not as a guarantee that a tool is safe or perfect.
- Use the LinkLoot category when you want official platform updates instead of external tool news.
- Explore focused guide hubs such as AI workflow automation and AI agent tools when you want a deeper starting point than a single post.
FAQ
Look for posts in the LinkLoot category. That category is reserved for official LinkLoot updates, announcements, and platform notes.