The G-Brain Company Brain Primitive: continuously compiles Slack, Jira, and Gmail into an executable, conflict-resolved operational state for AI agents.
Project description
ain-state-compiler
The G-Brain Company Brain Primitive: continuously compiles Slack, Jira, and Gmail into an executable, conflict-resolved operational state for AI agents.
New Features in v0.4.1: "Ponytail" Architecture
Internalizes the spirit of the "lazy senior dev" reductionist mindset directly into the architecture:
- Programmatic Gatekeepers: Introduces
LazyStateFilter,StateReuseEngine, andStateCompilerEngine. - State Minimization: A strictly deterministic programmatic "No-Op" Filter ensures payloads that do not mutate operational state are dropped before the LLM/AST generator is ever involved.
- Re-use Validation: A historical state cache scanning mechanism allows identical or highly similar transformations to be cloned and adapted instead of running complex LLM compilation passes.
- Token/Complexity Penalties: Forces rigid bounds (
max_tokens, etc.) on underlying model calls. Ensures simple structures and fails early if code footprint becomes massive.
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