Papers
1–3 of 3Research Paper·Mar 16, 2026
Lore: Repurposing Git Commit Messages as a Structured Knowledge Protocol for AI Coding Agents
As AI coding agents become both primary producers and consumers of source code, the software industry faces an accelerating loss of institutional knowledge. Each commit captures a code diff but discar...
3.0 viability
Research Paper·Mar 16, 2026
Knowledge Activation: AI Skills as the Institutional Knowledge Primitive for Agentic Software Development
Enterprise software organizations accumulate critical institutional knowledge - architectural decisions, deployment procedures, compliance policies, incident playbooks - yet this knowledge remains tra...
3.0 viability
Research Paper·Mar 15, 2026
Expert Mind: A Retrieval-Augmented Architecture for Expert Knowledge Preservation in the Energy Sector
The departure of subject-matter experts from industrial organizations results in the irreversible loss of tacit knowledge that is rarely captured through conventional documentation practices. This pap...
3.0 viability