resonantia · the tech

Built by AI.
Powered by
open protocol.

Resonantia is 99% AI-generated — not as a stunt, but as proof that the problem it solves is real. When AI helps you build something this complex, across many sessions, you feel exactly what gets lost between conversations. We felt it. We built the fix. Then we built Resonantia on top of it.

open source apache-2.0 tauri 2.0 surrealdb rust + svelte
99% of Resonantia's codebase was generated by AI — designed, coded, and refined in collaboration with language models across many sessions.
0 magic No vague abstractions. Every layer of the protocol is explicit, reusable, and inspectable. The machinery is the point.
4 dims Every moment encoded across four attractor dimensions — grounding, wear, clarity, self-trust — plus a coherence scalar Ψ.

The honest story

Every time you close a conversation with an AI, something is lost. The model forgets. Not just the facts — the posture. The way you were thinking. The direction you were heading.

When we built Resonantia using AI, we lived this problem firsthand. Session after session, we had to re-explain context, re-establish direction, re-orient the model to where we were. The tool we needed didn't exist.

So we built it. STTP — the Spatio-Temporal Transfer Protocol — is the memory substrate that makes stateless models behave like they remember. Not by storing chat logs. By encoding what remains true about a session as a compact, confidence-weighted, mathematically coherent node.

Then we built Resonantia on top of STTP. The entire app — the Weaver, the orb, the Constellation, the UI — generated in collaboration with AI that had memory of its own work. The product is the proof of concept.

How it works

Abstract enough for anyone.
Precise enough to build on.

01

A session happens.

You work. You think. You build something with an AI. The raw conversation is compressed — not summarized — into a structured node that captures what was true about that moment, not just what was said.

store_context
02

The node is fingerprinted.

Every node carries your attractor state — a mathematical description of your cognitive posture at that moment. How grounded you were. How much friction you felt. How clearly you were thinking. How self-directed.

user_avec · Ψ
03

The terrain is computed.

Nodes are stored in SurrealDB — a graph, document, and time-series database in one. Sessions cluster not by date but by resonance. Moments that share attractor states feel spatially close, even across months.

get_graph · resonance edges
04

You navigate it.

Resonantia renders the terrain as The Weaver — a living constellation of your sessions. You descend into waves, fall into collapses, and find your past self through gravity, not search.

The Weaver · Constellation

AVEC · Attractor Vector

The shared language of state.

AVEC is the dimensional vocabulary used across every EntasisLabs instrument. It describes cognitive and structural state in four dimensions — precise enough to compute with, human enough to feel. In Resonantia, we renamed the dimensions to match what they actually feel like.

Stability → technical Grounding

How settled and steady you were. High grounding means your thinking had a foundation to build on. Low grounding means things were shifting as you worked.

Friction → technical Wear

How much resistance you encountered. Some wear is generative — it means you were working through something real. Too much means you got stuck.

Logic → technical Clarity

How structured your reasoning was. High clarity means you could see the shape of the problem. Low clarity means you were still finding it.

Autonomy → technical Self-trust

How self-directed your thinking was. High self-trust means you were leading. Low means you were deferring — to the AI, to the process, to uncertainty.

Ψ

Coherence scalar

The sum of your attractor vector. A single number that tells the system — and you — how coherent that moment was as a whole. Not a score. A signal.

The Entasis ecosystem

Resonantia is one surface.

It sits on top of a layered infrastructure — each piece independent, each piece open. You can use STTP without Resonantia. You can use ACC without STTP. The instruments don't force you into one world.

KeryxFlux Herald Orchestration layer. The herald that coordinates across agents and instruments. open source ↗ Locus Memory Persistence substrate. STTP — the protocol that gives models memory across sessions automated. open source ↗ Instrumenta Tools Open instruments — STTP and ACC — for persistent memory and code intelligence. open source ↗

Open source

Protocol first. Model agnostic.
Infrastructure, not ideology.

Instrumenta is licensed under Apache-2.0. STTP and ACC are independent instruments — you can adopt one without the other, deploy them however you need, and build on top of them without buying into any platform. The contracts are explicit. The machinery is inspectable. Nothing is hidden behind a vague promise of magic.

Resonantia is the proof that this stack works. A full multi-platform app — desktop, iOS, Android, web — built almost entirely by AI, on open infrastructure, shipped as a real product.

explore the repo on github ↗

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the terrain?

enter

resonantia.me