๐Ÿ”‘
Live Telemetry Active
๐Ÿ”Œ IDE Configs
Deterministic Offload Rate Sub-1ms Path
84.2%
Total Cost Saved Averted Tokens
$50.43
1.68M tokens averted
Latency Saved ~0.4ms vs 680ms
2,540s
Cumulative inference wait skipped
Active Rules & Drift Radar Healthy
5 Active
0 drift incidents detected

Autonomous Processflow & Continuous Learning Loop

Real-time routing of IDE, Agent, and API interactions
Deterministic Rule Hit (<1ms) Model Fallback (Ground Truth) Shadow Verification Uncaptured Discovery Cluster
1. Ingestion Interface
PNC Maximillian (codex-chat-ui)
VS Code
Cursor IDE
Antigravity
OpenAI Proxy API
Agentic Loops
โž”
2. PNC Privacy Firewall
๐Ÿ›ก๏ธ Deterministic Anonymizer
Zero-PII & Representation Plane
Active โ€ข Ephemeral Vault
โž”
3. RuleChef Router
Deterministic Engine
Compiled Regex & AST Rules
Ready โ€ข Sub-ms Dispatch
โž”
โšก Instant Execution
< 1ms Latency โ€ข $0.00 Tokens
Deterministic Output
โž”
๐Ÿง  Model Ground Truth
Taalas Llama 3.1 8B (15k tok/s)
๐Ÿ‘๏ธ Peer into Model
โž”
๐Ÿ” Process Discovery
Clusters Uncaptured Workflows
0 Uncaptured
โž”
๐Ÿงช RuleChef Synthesizer
Continuous Rule Learning
Auto-Compiles to Active

Process 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) โ€ข Yellow: Model Fallback
LIVE
[rulechef.v1.basic_arithmetic] basic_arithmetic (trace ui-1788457589667-0)
โšก PNC Maximillian (0.013ms) codex-chat-ui 0.0138ms
feat(auth): implement oauth2 token refresh loop
โšก Rule Hit (Conventional Commit Parser) VS Code 0.38ms
Explain error: HTTP status 404 resource not found
โšก Rule Hit (HTTP Status Code Categorizer) API Proxy 0.31ms
Extract json snippet: ```json {"status": "ok"} ```
โšก Rule Hit (Markdown JSON Extractor) Antigravity 0.49ms
Add type hints to def calculate_tax(amount, rate): return amount * rate
๐Ÿง  Model Fallback (ChatJimmy 15k tok/s) Cursor IDE 580.4ms

๐Ÿ“ฆ 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.
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๐Ÿท๏ธ
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Enter your partner code (e.g. PARTNER25, GUESTVIP, ANTIGRAVITY) for instant pack discounts or free trial access.
๐Ÿข Dedicated Organization Tier โ€ข $499 / mo
๐Ÿข Dedicated Organization Instance โ€ข Private Deployment
๐Ÿข

Dedicated Cloned & Managed Organization Instance

$499 / mo Enterprise Ready

We clone, deploy, and manage an isolated, dedicated operation of RuleChef Router exclusively for your organization on Netlify Edge and Neon DB serverless PostgreSQL under a custom private subdomain:

๐ŸŒ https://rcrpnc_[your-org].netlify.app/v1
โœ“ 100% Data & Key Isolation (Dedicated Neon DB cluster)
โœ“ Zero-PII Privacy Firewall with private enterprise salt
โœ“ Custom Private Model Gateways (Azure, Bedrock, vLLM)
โœ“ 99.99% Enterprise SLA & managed rule compiler ops
$499 / month
Fully Managed โ€ข Zero Dev-Ops
Isolated Cluster
Dedicated Netlify Edge & Neon DB
Instant setup < 60 seconds

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
Self-Healing Active
Rule Divergence Rate Failing Sample Remedy Action Resolved
No drift incidents detected. Rules are operating with 100% fidelity.

๐Ÿ›ก๏ธ PNC Deterministic Anonymizer & Representation Scoper

Zero-PII leakage boundary firewall โ€ข Reversible pseudonyms โ€ข Canonical representation plane
Token Vault: Ephemeral
1. PII Pseudonymize โž” 2. Secret Redact โž” 3. Representation Scoper โž” 4. Re-hydrate Egress
0 PII โ€ข 0 Secrets
Click 'Anonymize & Canonicalize' to view zero-leakage tokens and canonical slots.

Deterministic Rule Sandbox & Playground

Evaluate, test, and benchmark rules before promotion
Click 'Execute in Sandbox' to inspect deterministic matching, latency, and extracted output.

Universal IDE & API Integration

Use RuleChef Router as a drop-in OpenAI-compatible proxy

Antigravity 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!