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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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Why every AI agent needs a cryptographic identity

Why every AI agent needs a cryptographic identity

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3 min read
VICIdial for Collections Agencies in 2026: Third-Party Collections, Skip Tracing, and Regulation F Configuration

VICIdial for Collections Agencies in 2026: Third-Party Collections, Skip Tracing, and Regulation F Configuration

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11 min read
GitHub Agentic Workflows: AI Agents Are Coming for Your Repository Maintenance Tasks (And That's a Good Thing)

GitHub Agentic Workflows: AI Agents Are Coming for Your Repository Maintenance Tasks (And That's a Good Thing)

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6 min read
Clarifying DevOps Roles: Defining Skills, Career Paths, and Focus Areas for Professional Growth

Clarifying DevOps Roles: Defining Skills, Career Paths, and Focus Areas for Professional Growth

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11 min read
The Nines Are Lying to You: What 99.9% Uptime Actually Costs

The Nines Are Lying to You: What 99.9% Uptime Actually Costs

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4 min read
Azure AI Agent + Bing Grounding: Real-Time Web Search with Terraform 📚

Azure AI Agent + Bing Grounding: Real-Time Web Search with Terraform 📚

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5 min read
Sprint 2 Preview: Five Decisions That Will Shape the Platform

Sprint 2 Preview: Five Decisions That Will Shape the Platform

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6 min read
Node.js Performance Profiling in Production: V8 Flame Graphs, clinic.js, and Heap Snapshots

Node.js Performance Profiling in Production: V8 Flame Graphs, clinic.js, and Heap Snapshots

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8 min read
Hosted vs Self-Hosted Predictive Dialer in 2026: The Real Cost Breakdown at Every Scale

Hosted vs Self-Hosted Predictive Dialer in 2026: The Real Cost Breakdown at Every Scale

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13 min read
VICIdial vs Convoso in 2026: Updated Pricing, Features, and What Convoso Still Won't Tell You

VICIdial vs Convoso in 2026: Updated Pricing, Features, and What Convoso Still Won't Tell You

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11 min read
I Replaced My SaaS Stack with Self-Hosted Tools - Monthly Bill: $347 to $12

I Replaced My SaaS Stack with Self-Hosted Tools - Monthly Bill: $347 to $12

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2 min read
Why I Built Migrun

Why I Built Migrun

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4 min read
Speech Analytics for Call Centers: From Call Recordings to Automated QA Without a Six-Figure Platform

Speech Analytics for Call Centers: From Call Recordings to Automated QA Without a Six-Figure Platform

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12 min read
I hardened my Hetzner VPS from scratch — here's everything I did (and the tools I built along the way)

I hardened my Hetzner VPS from scratch — here's everything I did (and the tools I built along the way)

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4 min read
Call Center Agent Burnout Prevention: Scheduling Fixes, Retention Tactics, and the Occupancy Math Nobody Talks About

Call Center Agent Burnout Prevention: Scheduling Fixes, Retention Tactics, and the Occupancy Math Nobody Talks About

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11 min read
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