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# automation

Automating development, deployment, and operational tasks.

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Tool-Chain Automation: Using Ansible to Deploy Terraform and Web Content

Tool-Chain Automation: Using Ansible to Deploy Terraform and Web Content

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1 min read
Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment

Open-Source ML Platforms, LLM Workflow Reliability, and AI Bot Deployment

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3 min read
Aether-9 v3.0 A Policy-Aware Secure Bytecode Execution Layer for AI-Native and Automation Workflows

Aether-9 v3.0 A Policy-Aware Secure Bytecode Execution Layer for AI-Native and Automation Workflows

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7 min read
I Built an AI Lie Detector Using Stylometric Forensics and a Three-Agent Debate System

I Built an AI Lie Detector Using Stylometric Forensics and a Three-Agent Debate System

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5 min read
Building an AI Receipt Scanner with n8n, Gemini Vision API, and Google Sheets

Building an AI Receipt Scanner with n8n, Gemini Vision API, and Google Sheets

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5 min read
Why most MCP servers stay invisible after launch

Why most MCP servers stay invisible after launch

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2 min read
AWS DevOps Agent: Automated Incident Response and Root Cause Analysis on AWS

AWS DevOps Agent: Automated Incident Response and Root Cause Analysis on AWS

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6 min read
From Probabilistic to Repeatable: Using Reflection to Make AI Systems More Reliable

From Probabilistic to Repeatable: Using Reflection to Make AI Systems More Reliable

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4 min read
Certificate Automation: A Practical Guide for Platform Engineers Managing Hundreds of Certs

Certificate Automation: A Practical Guide for Platform Engineers Managing Hundreds of Certs

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11 min read
General advice on building AI agents

General advice on building AI agents

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1 min read
How to trigger an n8n Workflow from an external Interface

How to trigger an n8n Workflow from an external Interface

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2 min read
Surgical Automation: Mastering Ansible Tags for Multi-Tier Deployments

Surgical Automation: Mastering Ansible Tags for Multi-Tier Deployments

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1 min read
The 3 questions that separate high-value engineers from everyone else

The 3 questions that separate high-value engineers from everyone else

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1 min read
Turning Git Activity Into Real Weekly Reports (Without Manual Work)

Turning Git Activity Into Real Weekly Reports (Without Manual Work)

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2 min read
Sparse Federated Representation Learning for autonomous urban air mobility routing during mission-critical recovery windows

Sparse Federated Representation Learning for autonomous urban air mobility routing during mission-critical recovery windows

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8 min read
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