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Akili – gated skill updates and rollback receipts for deployed models

Akili – gated skill updates and rollback receipts for deployed models is a research AI agent for Safely iterate deployed AI model capabilities while managing production environment changes. Pricing: Free. As of 2026-10-26, KanonAgent records 1 upvotes. First indexed by KanonAgent on 2026-07-22.
Akili enables AI teams to safely roll out model updates with controlled gates and verifiable rollback receipts in production environments.
Akili – gated skill updates and rollback receipts for deployed models — official preview image
1 upvotes
Tracked by Kanon since Jul 22, 2026
no signal yet
status
17/100
momentum · conf 0.74
64d
tracked since 2026-08-22
3
evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when
🔎 Known / Unknown 12 of 23 fields unknown
Machine-callable— unknown —
Open source1 inferred 1 quote(s)
Self-hostable1 inferred 1 quote(s)
Bring your own key— unknown —
Autonomy level— unknown —
Pricing model— unknown —
Integrationsmcp inferred 1 quote(s)

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · research
Job to be doneSafely iterate deployed AI model capabilities while managing production environment changes
Who it is forAI development teams managing models in production
Prerequisitesopen source · self-hostable
Integrationsmcp
PricingFree
Traction · why it is rising1
Why it matters

Introduces practical engineering controls like update gates and rollback receipts to solve the real-world problem of unsafe model deployment

Evidence quotesverbatim, from the product’s own materials

“public GitHub repository (README fetched)”— structural
“python -m pip install -e .”— readme
“the coding-agent MCP/API integration”— readme
Signal source: Show HN
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FAQ

What is Akili?

Akili enables AI teams to safely roll out model updates with controlled gates and verifiable rollback receipts in production environments.

What does Akili do?

Safely iterate deployed AI model capabilities while managing production environment changes

Why does Akili matter?

Introduces practical engineering controls like update gates and rollback receipts to solve the real-world problem of unsafe model deployment

How much does Akili cost?

Free

Is Akili free?

Yes — Akili has a free tier. Pricing as stated on its own page: Free

Is Akili open source?

Yes — Akili is open source.

Can I self-host Akili?

Yes — Akili can be self-hosted.

What does Akili integrate with?

mcp

How popular is Akili?

As tracked by KanonAgent: 1 upvotes (first indexed 2026-07-22).

What are the best Akili alternatives?

Similar AI agents tracked by KanonAgent: Winninghunter, Stealth Venture, Hidden Business, ragflow, Dropkiller, RankAI.

Akili – gated skill updates and rollback receipts for deployed models alternatives — similar AI agents

WinninghunterStealth VentureHidden BusinessragflowDropkillerRankAI

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