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Author

Vijay Prasad Javvadi

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#data science Dataset Open access Oct 2026

Trust, Augment, or Replace? Cross-Project Defect Attribution — Reproducibility Bundle v4.0.0: Corrected LOPO Corpus, Executed LLM Parity Baselines, and Calibration Sensitivity Analysis (1,267 Real Defects from Defects4J and BugsInPy)

Reproducibility bundle for the manuscript "Trust, Augment, or Replace? What a Cross-Project Defect Predictor Is Worth on 1,267 Real Defects from Defects4J and BugsInPy" (Vijay Prasad Javvadi, submitted to PeerJ Computer Science, AI Application article type). The study asks whether a file-level defect predictor trained...

Vijay Prasad Javvadi · 0 citations
#software testing Open access Sep 2026

agentic-qa: an MCP-based agentic QA runtime with a governance gate and replayable ledger

A runtime for agentic software testing in which a language model proposes tool calls but decides nothing. Every proposed call is classified against a manifest and resolved by an operator-owned policy table into execute, ask, or refuse; an unclassified operation is refused by default. Completion is decided by code that...

Vijay Prasad Javvadi · 0 citations
#software testing Open access Sep 2026

agentic-qa: an MCP-based agentic QA runtime with a governance gate and replayable ledger

A runtime for agentic software testing in which a language model proposes tool calls but decides nothing. Every proposed call is classified against a manifest and resolved by an operator-owned policy table into execute, ask, or refuse; an unclassified operation is refused by default. Completion is decided by code that...

Vijay Prasad Javvadi · 0 citations
#software testing Open access Sep 2026

agentic-qa: an MCP-based agentic QA runtime with a governance gate and replayable ledger

A runtime for agentic software testing in which a language model proposes tool calls but decides nothing. Every proposed call is classified against a manifest and resolved by an operator-owned policy table into execute, ask, or refuse; an unclassified operation is refused by default. Completion is decided by code that...

Vijay Prasad Javvadi · 0 citations
#software testing Open access Sep 2026

agentic-qa: an MCP-based agentic QA runtime with a governance gate and replayable ledger

A runtime for agentic software testing in which a language model proposes tool calls but decides nothing. Every proposed call is classified against a manifest and resolved by an operator-owned policy table into execute, ask, or refuse; an unclassified operation is refused by default. Completion is decided by code that...

Vijay Prasad Javvadi · 0 citations

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