CO
Correctover Console
LLM Reliability Engineering Platform
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Live
v1.1.0
SDK Status Released
v1.1.0 37 modules 100 APIs
37
Modules
100
Public APIs
430
Fault Types
87
Rules (HC)
Distribution
PyPI
15,367/mo
correctover + neuralbridge-sdk
npm
Published
correctover@1.1.0
Open VSX
136 downloads
VS Code Extension v1.0.0
GitHub
3 repos
★4 total
View on PyPI →
Fault Library v29.0
Fault Types Cataloged 430
High-Confidence Rules 87
Public Response Templates 84
Self-healing coverage rate: 20.2% of fault types have automated rules
15,367
Monthly Downloads
6
Contract Dimensions
BYOK
Zero-Proxy Arch
8
Awesome List PRs
20K Benchmark Progress
Started: 2026-04-10 Paused
Test Cases Executed 14,488 / 20,000 (72.4%)
~43%
Self-Heal Success
~57%
Requires Manual
14,488
Completed
5,512
Remaining
Benchmark paused since 2026-05-07 — resuming requires cloud compute allocation
Core Capabilities 37 modules across 6 dimensions
Capability Key Classes Status Description
Self-Healing Engine
SelfHealingEngine Active L1 retry → L2 degrade → L3 failover with semantic validation
Circuit Breaker
CircuitBreaker Active Per-provider circuit breaking with configurable thresholds
Drift Detector
DriftDetector Active Real-time output quality monitoring & anomaly detection
Contract Validator
ContractVerifier Active 6-dimension schema/type/constraint/semantic/freshness/range validation
MCP Server
correctover-mcp Registered Real-time AI output validation via MCP protocol (97ms latency)
VS Code Extension
correctover-ide Published Dashboard + 6 commands + 3 TreeDataProviders on Open VSX
Benchmark Suite
correctover.benchmark 72.4% Sub-package for systematic fault injection & measurement
Ecosystem Integration 8 open PRs across major awesome lists
awesome-mcp-servers 12K+ ★ PR #8776
Awesome-LLMOps 5,862 ★ PR #605
Awesome-AITools 6,048 ★ PR #663
awesome-opensource-ai 3,965 ★ PR #542
awesome-local-llm 2,336 ★ PR #122
awesome-ai-coding-tools 1,869 ★ PR #466
awesome-ai-gateways 8 ★ PR #19
mcp-find — PR #87
Competitive Position Unique
Only SDK combining all four:
Pure BYOK (zero-proxy)
SDK-native integration
Self-healing (not just retry)
Drift detection (real-time)
vs. Gateways:
LiteLLM (51.8K★) — routes, no verify
Portkey (12.2K★) — guardrails ≠ verify
TensorZero (11.7K★) — batch eval only
"Failover switches. Correctover verifies."
Published Content
Dev.to · Jun 28
Your LLM Gateway Routes — But Does It Verify?
Read →
Dev.to · Jun 26
Correctover MCP Server: Real-time AI Output Validation in 97ms
Read →
Dev.to · Jun 25
Correctover v1.1.0: 100 Public APIs, CircuitBreaker & Benchmark
Read →
Dev.to · Jun 16
Why Retry Is Not Self-Healing: A Technical Deep Dive
Read →
Quick Actions
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