Software Systems & Tooling

Built to investigate. Engineered to be used.

Open software implementations that support empirical inquiry and put research methods to work. Organized by operational domain, with implementation maturity clearly documented.

Architecture Domain

Observe & Understand

Make the execution state and divergence of complex AI workflows inspectable.

PythonPublic Repo

AgentWatch

Runtime evidence, provenance, comparison, and replay for AI-native systems.

The v3 README describes a passive instrument; most analysis capabilities remain experimental.
Source Code Repository
Distributed systemsPublic Repo

PulseStack

Observability and execution replay for distributed AI workflows and agents.

The repository identifies the platform as under active development.
TORUS KNOT LATTICE [3D]
DRAG TO INSPECT
Source Code Repository
Architecture Domain

Build & Orchestrate

Connect empirical research questions to reproducible, high-throughput software pipelines.

PythonPublic Repo

RepoPilot

A repository agent that edits code, runs tests, and iterates on execution feedback.

Test success is part of the workflow; it is not a guarantee of correctness or safety.
Source Code Repository
RustPublic Repo

VEX

Content-hashed incremental builds with task skipping and a shared remote cache.

A Rust implementation. No comparative performance claim is made here.
Source Code Repository
Workflow infrastructurePublic Repo

FluxCore

Event-driven orchestration for reactive pipelines, services, and automation.

Public implementation and architecture; production scale is not independently verified.
Source Code Repository
Architecture Domain

Explore & Apply

Carry experimental algorithms into working developer software and sensory runtimes.

TypeScriptPublic Repo

MEOWCODE

A unified AI workspace that routes requests across configured providers.

The README describes a Next.js frontend, Fastify API, and Postgres-backed deployment.
Source Code Repository
Evolutionary computationPublic Repo

MYCELIUM

An evolutionary runtime for generating, mutating, and evaluating executable software.

Architecture and runtime are documented; generalized self-improvement is not established.
Source Code Repository
Computer visionPublic Repo

SentinelCV

Computer vision for fall detection and safety monitoring with CCTV and IP cameras.

A public implementation; field reliability and safety certification are not verified.
Source Code Repository
Repository Availability Notice

LCI (Lifecycle Integration)

A public LCI repository was not found in the organization during our 11 October 2026 review. Its scope and implementation status remain unverified; therefore, no unsubstantiated claims or repository targets are published.

Browse GitHub Organization
Open Verification & Community

Good questions deserve independent reproduction.

Reproduce an experiment, challenge an assumption, or join the discussion with fellow researchers on Discord and GitHub.

Join Discord (UT9uaeY46e) Contribute to the WorkGitHub Organization