Insights, tutorials, and thoughts on technology, development, and more.
Building an inline entity extraction agent inside the ADPA document generation pipeline — replacing a 61-job extraction pipeline with a few lines of prompt instruction and a small parser service, at zero additional LLM call cost.
How we improved template usage tracking, document-graph separation, Neo4j sync reliability, and graph search alignment to make ADPA's Governance Knowledge Graph easier to trust.
Architecture, routing, split-screen layout, and backend updates for a dynamic document conversation workspace with OpenUI GenUI under projects/[projectId]/documents/[documentId]/genui.
A deterministic, append-only, cryptographically verifiable execution pipeline that replaces mutable state with verifiable execution history, Merkle forests, and zero-trust signing.
A structured 20-week path to transform ADPA from a technical framework with domain awareness into a domain-specialized Command Center across all 7 Knowledge Area Domains.
This matrix maps the Collision‑Prevention (CP) measures of the TAR‑COL‑001 protocol against the primary failure modes in multi‑agent and multi‑tier environments.
The following diagram illustrates the Semantic Integrity validation flow during the RPAS lifecycle, including the newly integrated Collaborative PR Governance and Redaction Layer.
Machine-readable governance artifact: governance/schemas/rpas-tar-col.schema.json.
All governance artifacts adhere to the same progression:
Agents operating under RPAS‑CM governance must classify every assignment before attempting any action. Without an explicit task taxonomy, agents treat "housekeeping", "cleanup", and "refactoring" as ungoverned — leading to unauthorized scope expansion, silent mutations, and gover