Preprint paper package — Six reliability primitives for LLM agents (AgentFit, AgentGuard, AgentSnap, AgentVet, AgentCast, AgentBudget). Artifact pattern for stackable, zero-dependency single-concern libraries.
Preprint paper package — Karna: A Chat-Native, Multi-Channel Architecture for Personal AI Chief-of-Staff Agents (Zenodo DOI 10.5281/zenodo.20074229)
Preprint paper package — Context Forge: A Lightweight Method for Diversity-Aware Context Packing and Prompt-Injection-Aware Retrieval (Research Square pending)
Preprint paper package — ML Intern Lab: A Minimal Agentic Workflow for Reproducible Machine Learning Experiment Reports (Zenodo DOI 10.5281/zenodo.20057317)
Preprint paper package — Citation Traceability for Web-Native AI Research Workflows (MetaArXiv pending moderator review)
Preprint paper package — Lightweight Evaluation and Operational Scorecards for Tool-Using AI Agents (Zenodo DOI 10.5281/zenodo.20034550)
Preprint paper package — Chetana: A Theory-Indexed Probe Framework for AI Consciousness Indicator Scoring (Zenodo DOI 10.5281/zenodo.20057058)
Preprint paper package — Agent Trajectory Replay for Debugging Tool-Using AI Workflow Regressions (Zenodo DOI 10.5281/zenodo.20073574)
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