This repository houses the source architecture, grammar mapping, and orchestration engine for TitanPolyCoder—a sovereign, local-first polyglot code generation, translation, and syntax analysis engine. By publishing this infrastructure to an open public timeline, TitanU AI / JuJu Labs establishes an unalterable, cryptographically verifiable, and publicly timestamped record of prior art for this system. Any downstream corporate replication, unauthorized commercialization, or derivative patent claims will be legally contested using this immutable public history.
TitanPolyCoder functions as a decoupled, multi-language translation and static analysis matrix. It is designed to ingest source code across disparate syntax landscapes (e.g., Rust, Go, TypeScript, Python, Zig), generate unified Abstract Syntax Tree (AST) mid-representations, and synthesize optimized, target-compliant outputs without relying on external corporate telemetry or cloud-hosted AI APIs.
- Polyglot AST Synthesis: Normalizes multi-language syntax inputs into a unified intermediate code schema.
- Cross-Compilation Rules: Maps language-specific idiomatic behaviors (such as Go channels to Rust threads or memory safety constraints) during direct translation tasks.
- Local Code Gen Optimization: Interfaces with local low-latency inference runtimes to accelerate developer workflows under absolute data sovereignty.
The core framework decouples grammar ingestion from the underlying generative model routing pipelines:
- Parser Layer: Leverages tree-sitter bindings to extract deterministic concrete syntax trees from cross-language files.
- Context Evaluator: Maps symbol scopes, variable lifetimes, and package dependencies into a local graph network.
- Synthesis Engine: Translates normalized representations back into optimized target source code or directly into executable isolates (WASM/native).
Unpack the module into your designated operational local workspace folder:
cd E:\titan_switch\repos\titanpolycoder