Status basis: daily change 157.0 is 163.9 standard deviations from this entity's own prior mean (-139.1±1.8, baseline excludes this point) — unusual, not necessarily adoption
- Anomaly daily change 157.0 is 163.9 standard deviations from this entity's own prior mean (-139.1±1.8, baseline excludes this point) — unusual, not necessarily adoption
- Anomaly daily change 157.0 is 163.9 standard deviations from this entity's own prior mean (-139.1±1.8, baseline excludes this point) — unusual, not necessarily adoption
- Accelerating github_stars gained 8 in the last 3d vs 3 in the 3d before (ratio 2.7x, threshold 1.5x)
- Accelerating github_stars gained 6 in the last 3d vs 2 in the 3d before (ratio 3.0x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 3 in the 3d before (ratio 1.7x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 3 in the 3d before (ratio 1.7x, threshold 1.5x)
- Accelerating github_stars gained 5 in the last 3d vs 3 in the 3d before (ratio 1.7x, 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 | 1 | inferred | 1 quote(s) |
| Bring your own key | — | unknown | — |
| Autonomy level | 2 | inferred | 3 quote(s) |
| Pricing model | — | unknown | — |
| Integrations | email,discord | inferred | 3 quote(s) |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
It introduces scalable, persistent AI team dynamics with shared memory and communication—key building blocks for real-world AI workforce deployment.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“open-source, self-hosted platform”— readme
“full access to your tools and codebase”— readme
“Define roles, build your org chart.”— readme
“Your company runs 24/7.”— readme
“Give agents email addresses”— readme
FAQ
What is alook?
alook enables teams to manage a group of AI agents that communicate via email, share memory, and improve over time to handle complex, ongoing tasks.
What does alook do?
Manage a team of AI agents that collaborate through email, share memory, and evolve together to complete complex, long-running tasks.
Why does alook matter?
It introduces scalable, persistent AI team dynamics with shared memory and communication—key building blocks for real-world AI workforce deployment.
How much does alook cost?
Free (open-source)
Is alook free?
Yes — alook has a free tier. Pricing as stated on its own page: Free (open-source)
Is alook open source?
Yes — alook is open source.
Can I self-host alook?
Yes — alook can be self-hosted.
What does alook integrate with?
email,discord
How popular is alook?
As tracked by KanonAgent: 1.2k upvotes (first indexed 2026-07-27).
What are the best alook alternatives?
Similar AI agents tracked by KanonAgent: open-design, deer-flow, Agent-Reach, ruflo, career-ops, cherry-studio.