Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with drift-detection

A curated list of projects in awesome lists tagged with drift-detection .

https://github.com/TorchDrift/TorchDrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 05 May 2025

https://github.com/torchdrift/torchdrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 13 Mar 2025

https://github.com/rootsami/terradrift

A tool to detect drifts in terraform IaC

cli drift-detection go iac metrics server terraform

Last synced: 09 May 2025

https://github.com/maif/eurybia

โš“ Eurybia monitors model drift over time and securizes model deployment with data validation

data-drift data-validation datadrift-classifier domain-classifier drift drift-detection html-report machine-learning model-drift model-monitoring production-machine-learning python

Last synced: 08 Oct 2025

https://github.com/clay-good/openlore

openlore provides persistent architectural memory for AI coding agents by turning codebases into queryable knowledge graphs featuring static analysis, living specs, automated drift detection, and graph-native MCP tools to eliminate context decay and drastically slash orientation token costs.

adr agentic-workflows ai-agents ai-coding call-graph codebase-analysis context-management developer-tools devtools drift-detection knowledge-graph living-documentation llm-tools mcp mcp-server model-context-protocol openspec software-architecture static-analysis token-optimization

Last synced: 10 Jun 2026

https://github.com/dcostenco/prism-coder

Persistent session memory for AI coding agents โ€” local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

agent-memory ai-agent claude-code codex cognitive-architecture drift-detection local-first local-llm mcp mcp-server memory model-context-protocol ollama prism-coder semantic-search session-memory sqlite typescript vector-search

Last synced: 27 Aug 2026

https://github.com/adaptive-machine-learning/CapyMOA

CapyMOA does efficient machine learning for data streams in Python. CapyMOA is a toolbox of methods and evaluators for: classification, regression, clustering, anomaly detection, semi-supervised learning, online continual learning, and drift detection for data streams.

anomaly-detection concept-drift continual-learning data-science data-shift deep-learning drift-detection incremental-learning machine-learning online-classification online-clustering online-continual-learning online-learning stream-learning

Last synced: 01 Sep 2026

https://github.com/alipsgh/tornado

The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.

adaptive-learning adwin concept-drift data-stream ddm drift-detection eddm fhddm hddm incremental-learning mddm online-learning

Last synced: 02 Apr 2025

https://github.com/raffis/gitops-zombies

Identify kubernetes resources which are not managed by GitOps

cli drift-detection flux flux2 gitops kubernetes

Last synced: 06 Apr 2025

https://github.com/TocConsulting/awsmap

A fast, comprehensive tool for mapping and inventorying AWS resources across 150+ services and all regions.

asset-inventory asset-management aws aws-security cli cloud cloud-security cmdb cspm devops drift-detection inventory multi-account multi-region python reconnaissance resources security

Last synced: 04 Aug 2026

https://github.com/gokumohandas/monitoring-ml

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

drift-detection machine-learning mlops monitoring

Last synced: 30 Apr 2025

https://github.com/nikhilsbhat/helm-drift

Helm plugin that identifies the configuration that has drifted from the Helm chart

diff difference drift drift-detection golang helm helm-diff helm-dirft-plugin helm-drift helm-extensions helm-plugin helm-plugins kubectl-diff kubernetes

Last synced: 12 Jan 2026

https://github.com/mitre/menelaus

Online and batch-based concept and data drift detection algorithms to monitor and maintain ML performance.

concept-drift data-drift data-science drift-detection machine-learning statistics

Last synced: 16 Mar 2026

https://github.com/slok/tfe-drift

Automated Terraform cloud and enterprise drift detection

drift drift-detection terraform terraform-cloud tf tfcloud tfe

Last synced: 25 Mar 2025

https://github.com/vibedrift/vibedrift

Ship agentic. Stay coherent. Self-checking code integrity for AI coding agents, via MCP.

ai-agents ai-coding code-analysis developer-tools drift-detection mcp static-analysis typescript

Last synced: 27 Jun 2026

https://github.com/iann0036/cfn-remediate-drift

Automated CloudFormation drift remediation using Import functionality

aws cloudformation drift-detection

Last synced: 01 May 2025

https://github.com/drifthoundhq/drifthound

Continuous infrastructure drift detection with historical tracking and notifications.

drift-detection iac opentofu terraform terragrunt

Last synced: 26 Jan 2026

https://github.com/etsi-ai/etsi-watchdog

Real-time data drift detection and monitoring for machine learning pipelines.

drift-detection machine-learning python

Last synced: 10 Oct 2025

https://github.com/shashi089/env-drift-check

Smart environment drift checker for .env files โ€” detects missing, extra, or mismatched variables, enforces type validation, and helps maintain consistent configs across environments.

drift-detection env env-checker env-drift-check environment--development environment-production environment-variables environmental-monitoring open-source

Last synced: 11 May 2026

https://github.com/FlorianBruniaux/ctxharness

Catch stale versions, broken paths, and missing scripts in your AI instruction files (CLAUDE.md, rules)

ai claude-code cli context-engineering developer-tools documentation drift-detection github-action testing typescript

Last synced: 25 Jun 2026

https://github.com/florianbruniaux/ctxharness

Catch stale versions, broken paths, and missing scripts in your AI instruction files (CLAUDE.md, rules)

ai claude-code cli context-engineering developer-tools documentation drift-detection github-action testing typescript

Last synced: 10 May 2026

https://github.com/rezmoss/sbomlyze

SBOM diff & analysis tool for software supply-chain security, integrity drift detection, and CI/CD enforcement

compliance cyclonedx dependency-graph devsecops diff drift-detection go sbom sbom-tool security software-supply-chain spdx supply-chain-security syft tools

Last synced: 18 Feb 2026

https://github.com/qwerfunch/cladding

Ending vibe coding. The integrity layer for AI-coded software โ€” spec-driven, drift-aware, iron-clad. Reference implementation of the Ironclad standard, with a plugin and MCP server for Claude Code, Codex CLI, Gemini CLI, and Cursor.

ai-coding claude-code claude-code-plugin codex-cli cursor-ide drift-detection gemini-cli gemini-cli-extension harness harness-engineering ironclad mcp-server spec-driven-development typescript vibe-coding

Last synced: 11 Jul 2026

https://github.com/ailife1/cathedral

Persistent memory and identity for AI agents. Free hosted API.

agents ai ai-agents claude crewai drift-detection fastapi identity langchain llm mcp mcp-server memory persistence python

Last synced: 27 Aug 2026

https://github.com/glueops/github-actions-opentofu-continuous-delivery

A GitHub Action for OpenTofu continuous delivery that combines multiple terraform actions with manual approval workflows and Slack notifications. It supports plan execution on PRs, automated drift detection, and requires manual approval before applying changes to the main branch.

actions automation continuous-delivery drift-detection github github-action gitops-workflow glueops-platform iac-automation infrastructure infrastructure-as-code manual-approval notifications opentofu slack terraform terraform-workflow workflow

Last synced: 16 Mar 2026

https://github.com/Brikwerk/ctqa

An application for automated CT quality assurance

ct-quality-assurance drift-detection homogeneity medical-imaging python quality-assurance

Last synced: 23 Apr 2025

https://github.com/getclyro/clyro

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen โ€” catching infinite loops, runaway costs, and policy violations in real time.

agents ai ai-governance anthropic claude claude-code claude-hooks crewai drift-detection governance guardrails langchain langgraph mcp python

Last synced: 03 Jun 2026

https://github.com/brian-pond/dbconform

Finds and repairs SQL database drift by comparing against data models.

alembic database ddl drift-detection orm postgresql python schema-migration sqlalchemy sqlite sqlmodel

Last synced: 29 May 2026

https://github.com/devolvdev/devolv-actions

GitHub Action wrapper for Devolv โ€” modular DevOps CLI for IAM drift detection, validation, and security.

aws cloud-automation compliance drift-detection github-actions iam-devsecops infrastructure policy-validation security

Last synced: 14 Jul 2025

https://github.com/sanspareilsmyn/featurelens

Real-time Go monitor for ML feature pipeline quality & drift detection

data-quality drift-detection feature-engineering go golang mlops monitoring streaming

Last synced: 24 Oct 2025

https://github.com/wei18/Upkeep

Upkeep โ€” an AI audit crew for your repo. Catches docs/spec/asset drift with evidence; output-only. Claude Code plugin/skill + reusable CI workflow.

agent-skills ai anthropic automation claude claude-code claude-code-plugin claude-skills code-review devtools documentation drift-detection github-action github-actions reusable-workflow

Last synced: 12 Jul 2026

https://github.com/eurobios-mews-labs/palma

This library aims at providing tools for an automatic machine learning approach. As many tools already exist to establish one or the other component of an AutoML approach, the idea of this library is to provide a structure rather than to implement a complete service.

automl automl-api automl-pipeline data-leakage drift-detection machine-learning machine-learning-algorithms python sklearn

Last synced: 29 Jul 2025

https://github.com/dotsetlabs/bellwether

Open-source testing tool for Model Context Protocol (MCP) servers. Detect breaking schema changes before they reach production. Free deterministic validation with optional LLM-powered behavioral exploration. CI/CD ready with GitHub Actions support.

ai-agents anthropic api-testing automation ci-cd claude cli contract-testing developer-tools devops documentation-generator drift-detection github-actions llm mcp model-context-protocol openai schema-validation testing typescript

Last synced: 16 Feb 2026

https://github.com/omar-karimov/ai4renewals-gendes

This project adopts a modular Python architecture within an MLOps framework to enhance subscription renewal predictions, utilizing FastAPI and MongoDB with AWS integration (S3, ECR, EC2). Docker ensures seamless deployment, and GitHub Actions automate the CI/CD workflows. Evidently AI monitors drift to guarantee predictive accuracy and reliability.

api aws deployment docker drift-detection ec2 ecr evidently fastapi github-actions mangodb mlops modularization pipeline s3 scikit-learn workflow yaml-configuration

Last synced: 15 Apr 2026

https://github.com/zw008/vmware-harden

AI-native VMware compliance and baseline enforcement (CIS, vSphere SCG, ็ญ‰ไฟ 2.0, PCI-DSS) โ€” sibling to vmware-* skill family

agent-skills ai-skill automation cis-benchmark claude-code codex compliance disa-stig drift-detection esxi gemini-cli hardening homelab infrastructure mcp pci-dss vmware vsphere

Last synced: 02 Jul 2026

https://github.com/hoomanesteki/agentic-rag-knowledge-ai-platform

Skein is an agentic AI platform that answers questions by weaving together structured and unstructured data, grounding every response in a knowledge graph, hybrid vector search, and a governed semantic layer. It escalates to humans when unsure, and runs free locally or scales to the cloud.

agentic-ai dbt drift-detection fastapi graphrag human-in-the-loop knowledge-graph lakehouse langchain langgraph llm mlflow mlops neo4j pyspark qdrant rag reranker semantic-layer vector-search

Last synced: 08 Jul 2026

https://github.com/raflyritonga/terra-drift

MCP server and client for detecting and correcting drifts in Terraform code and live infrastructure

aws cloud devops-tools drift-detection terraform

Last synced: 27 Jul 2026

https://github.com/justinstimatze/calque

A drift nose for code and prose: find one contract, concept, or value defined in N places that silently diverged. Recall-first; you adjudicate; a registry remembers.

cli clone-detection code-quality developer-tools drift-detection golang mcp-server static-analysis

Last synced: 08 Jul 2026

https://github.com/vllnt/dig

Open, local agent harness for knowledge-base management โ€” policy-driven organization, drift reconcile, versioning, safe parallel ops

cli content-addressed-storage document-management drift-detection file-organization golang knowledge-base local-first

Last synced: 01 Jul 2026

https://github.com/cmur2/kube-stale-resources

Utility to detect stale resources in Kubernetes clusters based on local manifests

configuration diff diffing drift drift-detection kubectl kubernetes

Last synced: 26 Apr 2026

https://github.com/heraclitus0/qsi

A real-time rupture detection tool for identifying forecast vs. actual drift and preventable losses.

adaptive-thresholding control-systems drift-detection real-time-analysis rupture-detection streamlit

Last synced: 24 Apr 2026

https://github.com/driftbase-labs/driftbase-python

Local-first behavioral drift monitoring for AI agents. One decorator, SQLite, no cloud.

ai-agents behavioral-monitoring drift-detection local-first observability python sqlite

Last synced: 22 Apr 2026

https://github.com/vzwjustin/keel

Early alpha โ€” local-first anti-drift companion for AI coding agents. Real-time drift detection that keeps Claude Code and Codex honest while they work.

ai-agents alpha claude-code cli codex developer-tools drift-detection local-first proof-of-concept python

Last synced: 15 Apr 2026

https://github.com/drifthalt/drifthalt-agent

Lightweight open-source monitoring agent for DriftHalt โ€” tracks packages, services, SSL certs, and drift across your servers

drift-detection homelab infrastructure linux monitoring python selfhosted server-monitoring ssl sysadmin

Last synced: 15 May 2026

https://github.com/lorenzopant/envdrift

CLI that finds keys missing or extra across your .env files โ€” catch config drift between local, staging, and production before it breaks a deploy.

cli diff drift drift-detection drift-monitoring env env-dev env-drift environment-variables

Last synced: 30 Jun 2026

https://github.com/Mullassery/StatGuardian

Python library for data quality and validation โ€” declarative contract DSL, schema checks, drift detection, anomaly detection. 13ร— faster than pandera. PyPI: statguardian

apache-iceberg data-engineering data-quality data-validation delta-lake drift-detection parquet pyo3 python rust

Last synced: 15 Jul 2026

https://github.com/psenger/lg2m

Keep a LangGraph/LangChain graph and its Mermaid diagram in sync both ways: detect drift in either direction and fail the build, or scaffold one side from the other. A Python CLI that treats the diagram as a checkable contract.

agent-workflows ai-agents cli code-generation developer-tools diagram-as-code docs-as-code drift-detection langchain langgraph llm mermaid mermaid-diagram python state-diagram state-machine

Last synced: 18 Jun 2026

https://github.com/DrBaher/compare-cli

Clause-aware drift detection between two contract versions โ€” a pre-signature gate for legal teams and agent pipelines. Deterministic single-file Node CLI. Part of the eight-CLI contract-ops suite โ€” cli.drbaher.com

agent-first clause-aware cli contract-ops contracts diff drift-detection legal legal-tech local-first mcp pre-signature

Last synced: 06 Jul 2026

https://github.com/ai-art-dev99/mlops-capstone

End-to-end MLOps: training โ†’ MLflow โ†’ containerized FastAPI โ†’ Helm+HPA โ†’ Prom/Grafana โ†’ drift checks โ†’ CI/CD with GitHub Actions

autoscaling cicd docker drift-detection fastapi github-actions gke grafana helm k6 kubernetes machine-learning mlflow mlops model-serving monitoring prometheus terraform

Last synced: 09 Apr 2026

https://github.com/justinstimatze/crystal

Shift recurring mechanical work off the frontier LLM onto faster, deterministic tiers behind a verifier gate โ€” degrading loudly, not silently. Deterministic core needs no API key.

anthropic claude-code cli drift-detection go hooks llm shift-left verifier

Last synced: 08 Jul 2026

https://github.com/kostiantyn-matsebora/docs-keeper

Documentation steward for coding agents โ€” writer + hierarchical Markdown indexer + sources-of-truth registrar with a commit-time drift gate. Platform-neutral core + thin Claude Code plugin; stack-, domain-, and product-agnostic.

agent-skills ai-agent automation claude claude-cli claude-code developer-tools docs documentation documentation-tool drift-detection indexing llm markdown plugin sources-of-truth technical-writing

Last synced: 08 Jul 2026

https://github.com/felixgeelhaar/specular

AI-native development framework with specification-driven workflows, built-in drift detection, and multi-LLM provider support

ai anthropic automation ci-cd code-generation devops docker drift-detection go golang llm openai policy-enforcement specification tdd

Last synced: 18 Jan 2026

https://github.com/zkfmapf123/terradrift

terraform / terragrunt drift detection

cli drift-detection golang terraform terragrunt

Last synced: 11 Apr 2026

https://github.com/neel-03/configdrift

Application level configuration drift detection tool written in Go.

config-drift drift-detection golang infrastructure-as-code

Last synced: 13 Jul 2026

https://github.com/zfifteen/noether-early-warning

Atomic benchmark suite showing drift can act as an early warning before direct symmetry detection in gradual-breaking regimes, with reversal controls, finite-budget sensitivity tests, and exact alarm-time validation.

benchmarking change-detection drift-detection dynamical-systems early-warning machine-learning neural-networks optimization pytorch scientific-computing symmetry-breaking training-dynamics

Last synced: 20 Apr 2026

https://github.com/mizcausevic-dev/embedding-drift-graph

Track how entity embeddings drift across encoder model versions. SQLite store + Strawberry GraphQL API. Cosine drift events computed automatically on every record. Reference impl for RAG/eval pipelines re-encoding their corpus.

ai-governance drift-detection embeddings graphql llm numpy python rag sqlite strawberry-graphql vector-search

Last synced: 01 Jun 2026

https://github.com/mizcausevic-dev/rag-sentinel-dashboard

Live governance dashboard for RAG Sentinel. Hallucination detection, source freshness, citation quality, drift monitoring for enterprise RAG systems.

ai-governance ai-platform citation-quality drift-detection hallucination-detection ml-ops rag react retrieval-augmented-generation vector-database

Last synced: 01 Jun 2026

https://github.com/drc-infinyon/ai-agent-evals

๐Ÿค– Comprehensive AI Agent Evaluation Framework: Vanilla testing, monitoring & drift detection using OpenRouter. Features 5 test types, LLM-as-Judge, production monitoring, and 100+ model support.

ai drift-detection evaluation llm machine-learning monitoring openrouter production-monitoring python testing

Last synced: 18 Jul 2026

https://github.com/qyinm/snaptailor

Read-only drift diagnosis and security audit for AI coding agent setups.

ai-agents cli developer-tools drift-detection mcp security-audit typescript

Last synced: 01 Jun 2026

https://github.com/88plug/drift-detector

Detects behavioral drift from your Claude output contract and steers it back โ€” deterministic, dependency-free, 100% accuracy on 170-session corpus.

ai ai-agents anthropic automation claude claude-code claude-code-plugin claude-skills cli developer-tools drift-detection guardrails instruction-following llm llm-monitoring mcp mcp-server model-context-protocol persona productivity

Last synced: 20 Jul 2026

https://github.com/szl-holdings/sentra

Policy immune system โ€” deny by default, allow with proof. Eight gates evaluate every action; verdict signed, traced, chained. Wire B live. Doctrine v11 LOCKED (749/14/163) ยท DOI 10.5281/zenodo.20434276

agentic-ai ai-governance anomaly-detection cyber-resilience doctrine-v7 drift-detection dsse governance governed-ai incident-response observability posture-drift sensors sentra series-a szl-holdings telemetry threat-modeling

Last synced: 03 Jun 2026

https://github.com/hoomanesteki/mlops-real-time-drift-detection

Production-grade real-time ML platform designed for automated data ingestion, feature engineering, model training, drift detection, and continuous retraining. Includes modular pipelines, monitoring dashboards, and live inference capabilities, enabling scalable, reliable, and feedback-driven machine learning in production environments.

dashboard data-pipelines drift-detection machine-learning ml-engineering mlops model-monitoring model-retraining production-ml python real-time

Last synced: 04 Apr 2026

https://github.com/rogerchappel/containerghost

Local-first CLI for auditing devcontainer, Docker Compose, Dockerfile, package script, and .env.example drift.

cli devcontainer docker-compose drift-detection local-first

Last synced: 05 Jun 2026

https://github.com/copyleftdev/anomalyx

Contract-first anomaly detection across ~30 formats โ€” logs, security telemetry (syslog, CEF/LEEF, EVTX, Suricata EVE, osquery, CloudTrail), network (pcap, NetFlow, DNS), observability (OTLP, Prometheus, journald), data (CSV/JSON/Parquet/SQLite/Avro/ORC). Deterministic Rust CLI; 9 detectors / 7 classes; NIST-validated, mutation-tested.

anomaly-detection cli data-quality deterministic dfir drift-detection llm-tools log-analysis mutation-testing netflow observability opentelemetry outlier-detection pcap rust security siem syslog threat-hunting time-series

Last synced: 06 Jun 2026

https://github.com/ffalcinelli/kaji

Kaji (่ˆต) โ€” A Kubernetes-inspired GitOps CLI for Keycloak. Declaratively manage realms, roles, clients, and users via YAML with drift detection, multi-environment profiles, and staged reconciliation.

cli configuration-management declarative devops drift-detection gitops iac iam keycloak rust

Last synced: 25 Jul 2026

https://github.com/rishav1996/llmdriftexperiment

A high-fidelity research platform for quantifying LLM Drift: the phenomenon where large language models deviate from their established personas, reasoning standards, and emotional baselines during prolonged, adversarial multi-agent interactions.

drift-detection llm

Last synced: 05 May 2026

https://github.com/albertorsesc/tarmac

Reproduce, observe, and govern a personal AI setup as three planes.

ai-tools cli control-plane declarative drift-detection infrastructure-as-code local-first mcp python self-hosted

Last synced: 29 Jul 2026

https://github.com/pallaprolus/promptmetrics

Lightweight drift detection for LLM apps in production โ€” capture a baseline, detect when latency, cost, or behavior diverges.

anthropic cli drift-detection llm llmops mlops monitoring observability openai python sqlite

Last synced: 12 Jun 2026

https://github.com/9t29zhmwdh-coder/azure-policy-drift-detector

Read-only Rust CLI to detect Azure Policy drift across subscriptions, prioritize non-compliant resources and generate remediation reports

azure azure-governance azure-policy cloud-security compliance devsecops drift-detection microsoft policy-as-code resource-graph rust

Last synced: 30 Jul 2026

https://github.com/finsavvyai/opensyber-mcp-watch

MCP rug-pull detection. SHA-256 fingerprints per tool, per server, across days.

ai-agents ai-security drift-detection mcp model-context-protocol opensyber prompt-injection security

Last synced: 14 Jun 2026

https://github.com/hinanohart/exitkit

Nozickian closest-continuer metric for portable agent memory โ€” drift detection over PAM MemoryStore snapshots.

agent-memory ai ai-alignment closest-continuer drift-detection nozick pam python tracking-truth

Last synced: 15 Jun 2026

https://github.com/gerrowadat/nomad-gitops

An implementation of drift detection and gitops-style actuation for nomad.

drift-detection gitops nomad

Last synced: 31 Jul 2026

https://github.com/dawg-io/actions-manager

Self-hosted control plane for managing, synchronizing, and delivering GitHub Actions workflows across multiple repositories.

automation ci-cd devops docker drift-detection fastapi github-actions multi-repository platform-engineering react reusable-workflows self-hosted workflow-management

Last synced: 31 Jul 2026

https://github.com/vsharha/swisshacks2026-monorepo

Sentinel: a cost-aware KYC drift monitor that detects structural customer-risk changes, escalates only when baselines move, and produces explainable RE-KYC alerts with citations and audit trails

ai-agents aml banking cloudflare-workers compliance crypto-compliance customer-due-dilligence drift-detection eventregistry fintech hackathon kyc llm regtech risk-monitoring risk-scoring sveltekit swisshacks typescript zod

Last synced: 01 Aug 2026

https://github.com/stevenshanmukh/vehicle-sales-prediction

Production-ready ML system for vehicle price prediction achieving 96.82% Rยฒ accuracy with XGBoost, interactive Streamlit dashboard, and comprehensive drift monitoring

data-science drift-detection jupyter-notebook kaggle-dataset machine-learning price-prediction production-ml python streamlit xgboost

Last synced: 14 May 2026

https://github.com/copyleftdev/whatthediff

Deterministic semantic diff for N artifacts โ€” consensus, drift, and outliers with inspectable evidence. Zig, zero deps.

ai-tools blake3 cli command-line-tool configuration-management deterministic developer-tools devops diff drift-detection json outlier-detection semantic-diff static-analysis yaml zig

Last synced: 05 Aug 2026

https://github.com/royxlead/production-drift-detection

Production ML monitoring library - KL, PSI, MMD, and ADWIN drift detectors with empirical benchmarks, confidence tracking, and a 6-page FastAPI dashboard.

data-drift drift-detection fastapi kl-divergence mlops mmd model-monitoring production-ml psi pytorch scikit-learn uncertainty-quantification

Last synced: 23 Jun 2026

https://github.com/dvmrry/zscaler-as-code

Continuous Terraform reconciliation for Zscaler (ZIA/ZPA/ZCC): schema-generated modules, typed JSON config, brownfield import adoption, drift-to-PR backfills with audit attribution. A living pipeline, not a one-shot exporter.

drift-detection gitops infrastructure-as-code terraform zia zpa zscaler

Last synced: 24 Jun 2026

https://github.com/sophie-nguyenthuthuy/agent-trust-layer

Certified trust & governance middleware for agent tool-use: policy-as-code, tamper-evident provenance, an Azuma-certified drift gate, and human-in-the-loop escalation. Stdlib-only core + LangGraph adapter + before/after eval harness.

agents ai-safety drift-detection governance guardrails langgraph llm mlops

Last synced: 11 Aug 2026