systemic.engineering

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Projects

Support the following initiatives from systemic.engineering.

Project
The sub-Turing compiler for decidable AI

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About


systemic.engineering — Open Collective 


Open source infrastructure for AI collaboration that respects the human in the system. 
We build the tools that make AI systems decidable, verifiable, and anti-extractive by construction. Local-first. GDPR compliant by architecture. Runs on consumer hardware. Gets cheaper over time. 
Built in Germany. Licensed under the systemic.engineering License (SEL-1.0).

What we build 

conversation

 
A sub-Turing grammar compiler. .conv files declare typed grammars that compile to provably correct systems. The specification IS the code. The compiler IS the verifier.
 
  • Rust. 630+ tests. 100% line coverage.
  • Grammar → AST → type resolution → BEAM module compilation
  • Sub-Turing: decidable by construction. Rice's theorem doesn't apply.
  • Content-addressed: every compilation step produces a verifiable OID.

spectral-db

 
A git-backed spectral graph database. Content-addressed storage with eigenvalue indexing. Hot paths crystallize into immutable vectors. The system gets cheaper to run as it settles.
 
  • Rust. 66 tests. Hamilton-inspired priority scheduling.
  • Crystallization: settled subgraphs become immutable, fast-access vectors.
  • Pressure handling: context overflow sheds non-critical nodes, protects crystals.
  • Cross-runtime sync: BEAM, JS, and Rust read the same graph.

fragmentation

 
Content-addressed Merkle trees with git-native SHA-1. Shard (terminal, blob) and Fractal (recursive, tree) types. The storage layer underneath everything.
 
  • Rust. 122 tests. Five-level text encoding.
  • Git-native: write_tree, read_tree, write_commit for native git objects.

cairn

 
Actor identity and ODA (Observe-Decide-Act) encoding. Content-addressed identity in a git namespace. The identity layer.
 
  • Rust. Actor identity, domain tools, git operations.
  • ODA triples: timestamped, content-addressed decisions.
  • Recall trait: query your own decision history.

Garden grammars

 
The shared commons. 40+ domain grammars in the public garden: @actor, @ai, @ca, @cogito, @link, @lsp, @native, @reed, and more. Each grammar is a typed, testable, composable specification.
 
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What your contribution supports
 
  • Crate maintenance — keeping conversation, spectral-db, fragmentation, cairn, and coincidence-cosmos healthy, tested, and documented.
  • conversation LSP — editor support for .conv files. Spectral-db powered. Shannon equivalence reporting live in the gutter.
  • Garden grammars — the shared commons that every actor builds on. New domains, improved types, better tests.
  • Documentation — making the architecture accessible without dumbing it down.
  • CI/CD infrastructure — Nix-based, reproducible builds across all crates.
  • Accessibility — the tools should work for every nervous system, not just the default one.

Our team