Autonomous Processflow & Continuous Learning Loop
Real-time routing of IDE, Agent, and API interactionsProcess Discovery & Replication Backlog
Tasks intercepted in traffic awaiting deterministic synthesis| Discovered Workflow | Observed | Est. Monthly Savings | Status | Action |
|---|---|---|---|---|
|
Type Annotation Generator
def_\w+\(.*?\):_return_.*
|
4 calls | $24.80/mo | REPLICATION READY | |
|
Docker Port Extractor
extract_docker_ports_\w+
|
3 calls | $18.20/mo | REPLICATION READY |
Live Traffic Telemetry
Green: Instant Execution (<1ms) โข Yellow: Model Fallback๐ฆ Rule Capabilities & Feature Packs Marketplace
Select, subscribe to, and unlock specialized deterministic rule bundles for your account. Unlocked packs run at sub-millisecond speeds with zero token costs.Active Rule Registry
Compiled sub-millisecond deterministic rules| Rule Name | Type | Format | Executions | F1 Score | Status |
|---|---|---|---|---|---|
| Conventional Commit Parser | EXTRACTION |
regex | 1,420 | 99% | ACTIVE |
| HTTP Status Code Categorizer | CLASSIFICATION |
python_code | 892 | 100% | ACTIVE |
| Markdown JSON Extractor | EXTRACTION |
regex | 614 | 98% | ACTIVE |
| SQL Query Dialect Classifier | CLASSIFICATION |
regex | 430 | 94% | ACTIVE |
| Log Level & Timestamp Extractor | EXTRACTION |
regex | 780 | 97% | ACTIVE |
Continuous Drift Radar & Remediation
Output divergence, schema shifts, and automated healing| Rule | Divergence Rate | Failing Sample | Remedy Action | Resolved |
|---|---|---|---|---|
| No drift incidents detected. Rules are operating with 100% fidelity. | ||||
๐ก๏ธ PNC Deterministic Anonymizer & Representation Scoper
Zero-PII leakage boundary firewall โข Reversible pseudonyms โข Canonical representation planeDeterministic Rule Sandbox & Playground
Evaluate, test, and benchmark rules before promotionUniversal IDE & API Integration
Use RuleChef Router as a drop-in OpenAI-compatible proxyAntigravity IDE & Langtrace Telemetry:
All interactions from Antigravity are routed through RuleChef and automatically instrumented with Langtrace observability at https://langtrace.doesworks.net/ using .env.langrace.
# Base URL in Antigravity or custom tools:
OPENAI_BASE_URL=http://localhost:8000/v1
HTTP_USER_AGENT=Antigravity/2.0
Every Antigravity prompt is traced with tags [antigravity, rulechef] and tracks tokens/cost saved when deterministic rules hit!