ai-agents llm-ai gpt-workflows ai-audit execution-logging ai-research reproducibility observability provenance ai-operations research-infrastructure operational-memory

The complete OpenClaw handbook for activating a Human | AI Agent Partnership. Templates, configs, and the production playbook. Built by Abeba Co.

A runnable AI organization platform for rosters, capability markets, and themeable worlds like 三省六部.

The WISER Method: an open-source methodology for mastering perpetual innovation using AI First Principles.

A practical framework for treating AI operational inputs — prompts, images, constraints, and reference materials — as versionable, auditable assets.

Profile README outlining my work in AI operations and quality, including data preparation, output review, and documentation.

Danielle Vantini — Founder, AI builder, non-technical founder documenting the journey

Personal AI Operations Platform - Unified infrastructure for managing AI providers, agents, and workflows

Practical AI operations and quality work: data preparation tools and documented AI output quality reviews.

33 production n8n workflows built with Claude + n8n-MCP — 60-point audit framework, failure patterns, agentic build protocol

A durable execution layer for AI-assisted operational runbooks with approvals, retries, and audit history.

Enterprise-grade AI operations and governance SOP framework covering incident response, safety, release management, data governance, and compliance workflows.

Prompt-governed CLI automation architecture for AutoFACS: bounded execution, audit-first workflows, human-reviewed operations, and public-facing documentation for CV/ML control-plane design.

AI-assisted enterprise IT operations command center — unified incident management, digital twin simulation, AI autopilot remediation, and real-time threat monitoring.

AI Infrastructure Expert | Helping executives and scaling companies turn fragmented AI tools into intelligent, measurable systems for growth

Local-first control panel to manage multiple AI provider accounts with secure auth, auditing, usage tracking, and encrypted backup/restore.

Field notes and operating patterns for agentic development

First proving-ground product app for the nshkr stack: a thin, sophisticated operations surface above AppKit that configures a generalized AI-work business engine, coordinates multi-agent execution across local and remote infrastructure, and turns distributed agent operations into a secure operator product.

AI ops work samples: audit workflow, prompts, QA

Agentic AI system for Nordic wind-turbine manufacturing using AWS Bedrock and Claude, reducing downtime, enforcing safety, and preventing high-cost mechanical failures.