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@Sidiora-Labs

Sidiora Labs

An Applied Lab for Systems That Connect Ideas to Action.
Sidiora Labs — Intelligence is a system

A model reasons. A system carries the experience.

We build the layers around intelligence: persistent agents, durable memory, traceable execution, and the infrastructure that connects actions to outcomes.

Explore the lab ↗  ·  Meet the systems ↗  ·  Read the research ↗


Public repository count GitHub followers Open-access research


The system, not just the model

Reason  →  Remember  →  Act  →  Verify

Agents  ·  Memory & identity  ·  Execution  ·  Evidence & settlement

A model can answer a question. A system can carry the work forward. We build the connected layers that make that possible — with people in control and outcomes you can inspect.

Start exploring

A deterministic execution and accounting network for agent activity, with signed activities, replayable state, and receipts; checkpoints connect execution to Paxeer settlement.

Paxeer X Network stars Go network

A local-first agent workflow engine in one C11 binary: code graph, specs, snapshots, memory, and a durable fleet for getting software work qualified and merged.

Codify stars C11 developer tooling

An open identity and provenance protocol for models, agents, harnesses, datasets, and the artifacts connecting them. Signed records form verifiable lineage.

Machine Genome stars Go protocol

A companion AI agent for ongoing work, designed to learn, adapt, and help get tasks done across the Centra workspace.

Gideon stars Python agent

Stars and repository counts above update automatically. Projects may be experimental or pre-release; check each repository for its current status.

More of the ecosystem

Layer Systems What it explores
Workspaces Centra · Workmates Ongoing work with personal agents and AI teammates
Agent architectures Sturgis · Keith Continuity between calls and safely tested self-improvement
Execution & settlement LayerX · Paxeer Ordered activity, verifiable receipts, custody and exits

Research that becomes infrastructure

The Prometheus Papers explore agent memory, coordination, evaluation, and security. Start with Context Windows Are Not Memory or browse the full open-access archive. We build what we study, and working systems give us new questions to investigate.


Build with us. Question the work. Follow the evidence.

Website  ·  All repositories  ·  Research  ·  Get in touch

© 2026 Sidiora Labs · Applied research. Working systems.

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  1. centra-llm-agents centra-llm-agents Public archive

    A stateful AI operating system for serious, long-horizon work.

    Go 115 20

  2. codify codify Public

    The ai agent workflow tool that scales from small, simple projects to large, complex codebases.

    C 229 35

  3. sturgis-agent-harness sturgis-agent-harness Public

    Sturgis is an experimental agent architecture from Sidiora Labs, built around one idea: the agent's existence continues between model calls. Its identity, understanding of its environment, responsi…

    Python 3

  4. Paxeer-X-Network Paxeer-X-Network Public

    Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.

    Rust 574 90

  5. centra-gideon-agent centra-gideon-agent Public

    The companion AI agent that learns, adapts and gets the work done no matter the task

    Python 4 1

Repositories

Showing 10 of 16 repositories
  • Paxeer-X-Network Public

    Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.

    Sidiora-Labs/Paxeer-X-Network's past year of commit activity
    Rust 574 Apache-2.0 90 0 57 Updated Oct 2, 2026
  • centra-gideon-agent Public

    The companion AI agent that learns, adapts and gets the work done no matter the task

    Sidiora-Labs/centra-gideon-agent's past year of commit activity
    Python 4 Apache-2.0 1 0 2 Updated Oct 2, 2026
  • Sidiora-Labs/ExchangeX-Platform's past year of commit activity
    TypeScript 0 MIT 0 0 7 Updated Oct 1, 2026
  • keith-agent-harness Public

    The first agent that truly evolves not through prompt tricks, but by modifying, testing, and safely promoting changes to its own harness.

    Sidiora-Labs/keith-agent-harness's past year of commit activity
    Rust 3 Apache-2.0 1 0 8 Updated Sep 30, 2026
  • .github Public
    Sidiora-Labs/.github's past year of commit activity
    4 0 0 0 Updated Sep 30, 2026
  • codify Public

    The ai agent workflow tool that scales from small, simple projects to large, complex codebases.

    Sidiora-Labs/codify's past year of commit activity
    C 229 MIT 35 0 0 Updated Sep 29, 2026
  • ion-agent-harness Public

    One persistent agent. Durable memory. Bounded execution. Visible evidence.

    Sidiora-Labs/ion-agent-harness's past year of commit activity
    Go 11 MIT 2 0 26 Updated Sep 28, 2026
  • sturgis-agent-harness Public

    Sturgis is an experimental agent architecture from Sidiora Labs, built around one idea: the agent's existence continues between model calls. Its identity, understanding of its environment, responsibilities, and the consequences of its actions belong to a persistent runtime.

    Sidiora-Labs/sturgis-agent-harness's past year of commit activity
    Python 3 Apache-2.0 0 0 17 Updated Sep 27, 2026
  • Sidiora-Labs/HyperMind-engine's past year of commit activity
    Rust 3 Apache-2.0 0 0 14 Updated Sep 23, 2026
  • GideonApps Public

    This repository contains Gideon’s Agent app store first-party app bundles

    Sidiora-Labs/GideonApps's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 22, 2026

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