Pentad Labs Research Notes
Research notes from Pentad Labs on the architecture of WunderOS and related topics, including harness and context engineering, agentic memory, deterministic runtimes, supervisory control, and the systems theory underneath an operating system for agents.
Each note states a claim and the reasoning for it. They are dated and numbered, reflective of their place in an ongoing stream of engineering and inquiry.
- PLRN-000 The Sovereign Agency Grid 31 May 2026
- PLRN-001 Vectorspaces: Approximate-Match Tuplespaces over VSA 5 May 2026
- PLRN-002 Composing Deterministic-Simulation Testing Across Heterogeneous Substrates 5 May 2026
- PLRN-003 Compressive Concision as Non-LLM Intelligence 5 May 2026
- PLRN-004 Kinetic Control of Unmodified Agents 5 May 2026
- PLRN-005 Substrate Recursion: Convergence on a Single Evaluator 5 May 2026
- PLRN-006 Audit-grade Provenance by Construction 2 Jun 2026
- PLRN-007 Append-Only with Retraction in Agentic Memory 2 Jun 2026
- PLRN-008 Taint Tracking for Agent Tool-Calls 2 Jun 2026
- PLRN-009 Recording the Parse, Re-deriving the Plan 6 Jun 2026
- PLRN-010 Nabla Shadow Lease: Incremental Evaluation of Standing Queries 12 Jun 2026
- PLRN-011 The Saga Tree: Compensation for Agent Execution 16 Jun 2026
- PLRN-012 Self-Similar Trees 18 Jun 2026
- PLRN-013 No View From Nowhere: Perspectival Truth for the Global Enterprise 19 Jun 2026
- PLRN-014 Authority Without Assertion: Sealed Identity and Earned Capability for Agent Execution 22 Jun 2026
- PLRN-015 Extraction Before Ontology: Open-Vocabulary Parsing and Late Canonicalization 22 Jun 2026