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Articles
AI-assisted development · Product workflow
Building with Claude and Codex
How design, backend engineering, integrations, GitHub planning, and human review fit into an evolving product workflow.
Read the article → Applied AI · Job applicationsWhy evidence matters
How human review and verified source material make AI application assistance more credible and useful.
Read the article → Explainable systems · Public decisionsTRUE, FALSE, or UNKNOWN
Why missing evidence must remain visible in legal and public-decision systems.
Read the article → Retrieval · Theological researchKeeping citations visible
Why RAG research tools should connect generated explanations to inspectable, reusable source evidence.
Read the article →Current products
Product briefs
Application infrastructure
iApply.pro
Evidence-grounded, human-reviewed AI workflows for job applications, grants, and funding.
Read the product brief → Public-decision systemsDigital Democracy
Deterministic rule evaluation, traceable evidence, and human review for public processes.
Read the technical brief → Research systemsAsk Swedenborg
Corpus-grounded retrieval and visible citations for source-transparent theological research.
Read the product brief →