Tunet research library

Inside the systems we are building.

Technical papers explaining the design, evidence and open questions behind our work. Each distinguishes what we propose from what has been measured.

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