Building security systems, developer intelligence, and research software with product-level execution.
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Temporal graph security detection & investigation.
Combines a trained temporal graph model with searchable events, connected entity graphs, and alert evidence. Supports chronological path exploration and dataset uploads, with recorded CADETS evaluation kept separate from live analysis. Python PyTorch FastAPI Next.js React TypeScript
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AI database assistant that lives inside VS Code.
Transforms natural-language questions into SQL/NoSQL, explores schemas, generates ER diagrams, tracks query history, and adds privacy controls such as schema anonymization and PII masking. Supports cloud and local LLM workflows. TypeScript React Python FastAPI VS Code API
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Local-first scholarly research workspace for evidence-driven literature review.
Searches academic providers directly, preserves source passages with provenance, supports screening and evidence matrices, and exports reproducible research records. The baseline research workflow remains usable with AI disabled. Next.js TypeScript PostgreSQL Prisma Research APIs
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Local security regression testing for MCP servers.
Runs bounded security probes against MCP servers and records findings, coverage, and incomplete scans. Produces JSON/SARIF reports and CI exit codes, with local analysis that needs no LLM or analysis-service API key. TypeScript Node.js MCP SDK Vitest SARIF
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