Tunet research library

Research-grade papers for the systems we are building.

These papers sit between product pages and formal academic publication: source-grounded, limitation-aware, and explicit about what is design intent versus measured evidence.

Tunet Engineering / SwapLayer

Provider Abstraction as an Operational Continuity Layer

Design and architecture paper

A source-grounded paper on replacing one-off vendor glue with explicit provider contracts, migration controls, and observable adapter boundaries.

Open paper

Tunet Engineering / GeoCanon

Canonical Geographic Context for Global Django Systems

Design and data-governance paper

A research-grade treatment of countries, jurisdictions, timezones, languages, holidays, and phone metadata as one canonical product substrate.

Open paper

Tunet Engineering / SessionArmor

Session Integrity Middleware for Django Applications

Security architecture paper

A structured paper on fingerprint binding, timeout policy, authenticated request audit events, and hookable gates for Django systems.

Open paper

Tunet Cognition / Arxis Systems

Learned Memory and Constraint-Aware Decoding for AI Systems

Evidence-updated systems paper

A cross-module paper connecting adaptive-memory, pama-cache, and verified-decoding, now including early evidence for evidence-grounded constrained outputs.

Open paper

Tunet Cognition / InfraGlyph

InfraGlyph: Cross-Repository Lineage for Agents

Source-grounded whitepaper

The existing long-form paper on making multi-surface software workflows explicit, local, and queryable by coding agents.

Open paper