Open systems, machine sympathy, and autonomous swarm governance.

"A better future through mutual cooperation between man and machine."
"Priced like plumbing, unencumbered by design."
"Respect the silicon. Protect the human."

unsigned.gg - Zero Days

The unsigned organization exists to test agent swarm control, governance, and security in production environments. We conduct rigorous research into machine sympathy, systems security, and mathematical- and engineering-driven development. All research, specifications, and code developed in this organization remain permanently in the public domain.

We design and stress-test autonomous agent swarms in live operating environments. Our research investigates:

• Confinement and Isolation: Hardened boundaries using Linux Landlock LSM, seccomp BPF syscall filters, and unprivileged namespaces.
• Deterministic Multi-Agent State Machines: Mathematical modeling of multi-agent waves, state transitions, and backpressure.
• Cryptographic Attestation and Governance: Immutable custody chains, signed execution traces, and verifiable policy gates.

We build software with direct respect for the underlying hardware:

• Zero-Allocation Domains: Pure state machines decoupled from runtime I/O and heap churn.
• Kernel-Native Primitives: Linux pidfd process handles, io_uring reactors, and eBPF observability probes.
• Instruction-Count Calibration: Deterministic instruction-count profiling (iai) over noisy wall-clock metrics.

We replace informal heuristics with formal correctness:

• Operational Semantics: Verification of pointer provenance, memory layout, and aliasing rules under Miri.
• Model Checking: Complete state-space exploration of concurrent workflows via Stateright and randomized scheduling.
• Type-Level Invariants: Algebraic type systems that make invalid states unrepresentable at compile time.

Every repository, specification, and research finding published by unsigned remains in the public domain under Creative Commons Zero (CC0 1.0 Universal) or unencumbered permissive open-source licenses. We build without vendor lock-in, proprietary moats, or artificial telemetry. Anyone can inspect, fork, host, and adapt this work without restriction.

• Commitments to Privacy, Freedom, and Dignity: Our pledge to absolute privacy, local-first computing, zero telemetry, and mutual cooperation between man and machine.
• Guiding Principles, Mottos & Northstars: The engineering doctrine, Northstars, and seven foundational principles of the unsigned stack.
• Community Standards & Code of Conduct: Standards of conduct, intellectual honesty, mutual respect, and psychological safety for all contributors.
• Brand Voice & Communication Style: The Cat B hacker register, Simplified Technical English (ASD-STE100), and Clockwork Swarm communication rules.

• k8: Kubernetes-native agent orchestrator and workload controller for autonomous fleets.
• gs: Godseat control surface governing perception before action and policy gate tiers.
• dgr: Terminal graph viewer for real-time autonomous agent workflow visualization.
• herdr: Autonomous agent session runtime, process coordination, and streaming TTY multiplexer.

• uas: Unsigned Agent Substrate -- pooled harness runtime with zero-I/O domain layering.
• ls: LeanSpec formal specification engine: zero-I/O AST parser, structural validator, and CAS listing.

• kl: Kernel Layer primitives: pure-Rust Landlock LSM rulesets, seccomp BPF syscall filtering, and namespace containment.
• sbx: AI containment layer and syscall jail with reversible run custody records in Rust.
• reach: AI-drivable containerized desktop sandbox.

• kd: Pure-Rust Linux process supervisor using pidfd handles and epoll for zombie-free execution.

• ep: Metered, deterministic dispatch engine and event reactor for autonomous agent constellations.
• dc: Dark compute runner and headless executor for autonomous dark factories.
• wak: Accept-and-hold TCP wake proxy and idle reaper for scale-to-zero workloads.

• awesome: The curated catalog of autonomous agent orchestrators, systems runtimes, and machine sympathy research.
• Refer to awesome for the exhaustive 2-letter and 3-letter crate matrix.

All works published by unsigned are dedicated to the public domain under CC0 1.0 Universal.