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We’ve released v1.0.2 and v1.0.3 of Kakveda (open source AI governance runtime). This release shifts integration from manual middleware to an SDK-first model.
by prateekdalal 7mo ago
We’ve released v1.0.2 and v1.0.3 of Kakveda (open source AI governance runtime).
This release shifts integration from manual middleware to an SDK-first model.
Key change:
Instead of calling /warn and /publish manually, agents now integrate via:
from kakveda_sdk import KakvedaAgent
agent = KakvedaAgent()
agent.execute(
prompt="delete user records",
tool_name="db_admin",
execute_fn=real_function
)
The SDK handles:
Pre-flight policy checks
Event publishing
Trace ingestion
Dashboard registration
Heartbeat monitoring
Fail-closed behavior
Circuit breaker logic
Legacy manual helpers were removed to reduce integration friction.
The goal is to treat LLMs as suggestion engines while keeping execution inside a deterministic governance layer.
Would appreciate feedback from folks running multi-agent systems in production.