confgate 0.1.0

Confidence-gated decisions for LLM agent outputs

confgate

Confidence-gated decisions for LLM agent outputs.

Prevent false-positive fatigue by abstaining from low-confidence findings.

Installation

pip install confgate

Quick start

from confgate import Decision, gate

@gate(threshold=0.75)
def security_agent(diff: str) -> Decision:
    # your LLM call here
    return Decision(
        category="security",
        confidence=0.9,
        reasoning="Potential SQL injection in query builder.",
        severity="high",
        line_ref="src/db.py:42",
    )

result = security_agent(diff)
if not result.abstained:
    print(result)

License

MIT