Status basis: github_stars gained 5 in the last 3d vs 2 in the 3d before (ratio 2.5x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 2 in the 3d before (ratio 2.5x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 1 in the 3d before (ratio 5.0x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 1 in the 3d before (ratio 5.0x, threshold 1.5x)
- first observed Kanon started keeping permanent history for this agent
| Machine-callable | — | unknown | — |
| Open source | 1 | verified | 1 quote(s) |
| Self-hostable | — | unknown | — |
| Bring your own key | — | unknown | — |
| Autonomy level | — | unknown | — |
| Pricing model | — | unknown | — |
| Integrations | — | unknown | — |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
Applying AI agents to the high-cost task of data labeling represents a key opportunity for AI-driven efficiency gains with clear commercial potential.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“independently acquire one or more skills through iterative learning”— readme
FAQ
What is Adala?
Adala automates large-scale data labeling for machine learning teams, reducing manual effort and improving consistency in dataset preparation.
What does Adala do?
Automate large-scale data labeling to reduce manual costs and improve consistency.
Why does Adala matter?
Applying AI agents to the high-cost task of data labeling represents a key opportunity for AI-driven efficiency gains with clear commercial potential.
Is Adala open source?
Yes — Adala is open source.
How popular is Adala?
As tracked by KanonAgent: 1.6k upvotes (first indexed 2026-07-24).
What are the best Adala alternatives?
Similar AI agents tracked by KanonAgent: PropGPT: AI Props Analysis, daily_stock_analysis, Conductor, Notionlytics, DataFast, Khosmos.