Point Fuse at N repos. Get back one shippable Python package — deterministic, typed, formally verified. Same-language fusion runs locally with zero LLM cost. Cross-language uses a 7B oracle with emergent capability discovery and a self-improving LoRA flywheel. 111,814 atoms on the shelves. Pick the ones you want. Fuse writes the code.
Same-language: free forever · cross-language: 7B local oracle · deterministic merges · audit log per atom · v0.1.0
Enter up to 3 repos in org/repo format, comma-separated. Fuse pulls the real file tree from GitHub, classifies every file into a tier, highlights cross-repo atom merges, and surfaces emergent chains — without committing a single byte to disk.
Code Absorption Meets Architecture
Atomadic Fuse absorbs any Python codebase and rebuilds it into certified 5-tier monadic structure. Dry-run by default. Enforces upward-only imports. Scores conformance (documentation, tests, layout, discipline). Replays golden recipes as zero-LLM subprocess chains. Drops a tamper-evident token-savings ledger on every project. Integrates LLM loops for architecture-aware code generation with Gemini, Claude, GPT, or Ollama.
Every Fuse verb auto-appends to .atomadic-fuse/lifetime_savings.jsonl. File-backed, line-by-line auditable. Every project carries a tamper-evident savings receipt — auditable, not claimed.
fuse graft extracts a single function or class from any Python repo, lands it in the right tier, and auto-wires CLI + MCP. Closes the gap left by whole-repo absorption.
fuse replay runs golden-path command chains as subprocesses — zero LLM round-trips per step. Nine recipes ship: release_hardening, add_cli_command, fix_wire_violation, add_feature, publish_mcp, and more.
MCB (no unbounded loops in pure tier), AIOM (no I/O imports in pure tier), AHLP (SHA-256 fingerprint per pure module), IFWC-lite (property-based fuzzing on declared invariants). Deterministic guarantees backed by file-backed scanners — advisory by default.
Auto-wired CLI stubs are now type-aware on list[T] args. Recon skips the AST walk on unchanged trees via a (file_count, max_mtime, total_bytes) fingerprint.
The original pipeline still anchors every workflow: classify symbols into 5 architectural tiers, materialize into a tier-organized tree, enforce upward-only imports, and certify with hash-based proof. 300+ public OSS Python repos absorbed end-to-end.
Fuse classifies every function in every input repo into a CNAE shape (capability/name/action/entity). Same shape across repos? Deterministic merge. Different language same shape? Oracle-validated translation. No drift, no hallucination, full audit per atom.
Each function gets a deterministic capability shape. No LLM needed for the classifier.
Same-shape functions merge deterministically. Cross-language pairs route to the oracle, get validated, then merge with full audit.
Fuse finds emergent chains in your fused atoms — capabilities you didn't know you had, composed from primitives across all inputs.
Output is a pip-installable Python package, tier-stratified, with a tamper-evident state log recording every atom's provenance.
Same-language fusion is free forever. Pro and Team unlock unlimited atoms, private repos, cross-language oracle, and emergent chain discovery. Atomadic Complete bundles Fuse Team with 5,000 Atomadic Nexus calls / month for the full sovereign-AI infra stack.
In plain English: Free works for most personal projects. Pro is for solo professional devs. Team is for groups. Complete is the everything-bundle if you also need the Atomadic Nexus security/payments layer.
Plain: Free for hobby projects with public code. Run as much as you want.
pip install atomadic-fuse-sdkPlain: For solo professionals. Private code, bigger projects, get help if stuck.
Plain: For 2-10 people. No size limit, find new capabilities, ready for compliance audits.
Plain: Both products. Cheaper than buying separately. The full sovereign-AI stack.
Plain: For large companies that want it on their own servers and a real human to call.
Talk to usAtomadic Fuse is the polyglot compile-step the agent economy was missing. Free for same-language. $29/mo for solo pros. $99/mo for the full Atomadic stack.
Plain English: If you've ever stared at a folder of half-finished projects and thought "I wish these were one clean thing"—Fuse is that one command.