Add QAE safety certification integration#20
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von-development merged 1 commit intovon-development:mainfrom Apr 14, 2026
Merged
Add QAE safety certification integration#20von-development merged 1 commit intovon-development:mainfrom
von-development merged 1 commit intovon-development:mainfrom
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Hey there, sorry for the delay to review. Could you rebase on main please? |
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Rebased on main, ready for your review when you have cycles.
…On Sun, Apr 12, 2026 at 3:55 AM Victor von Sohsten ***@***.***> wrote:
*von-development* left a comment (von-development/awesome-LangGraph#20)
<#20 (comment)>
Hey there, sorry for the delay to review. Could you rebase on main please?
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What is QAE?
QAE is a deterministic safety certification kernel that verifies agent actions before execution. Unlike guardrails that filter outputs, QAE certifies proposed actions against constraint channels and produces auditable, SHA-256 hashed certificates.
Integration
The QAE + LangGraph example adds a certification node to LangGraph workflows that evaluates tool calls against budget, rate, scope, reversibility, and data sensitivity constraints, then routes based on the decision:
Resources
pip install qae-safety