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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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Trasform your logs to metrics (and do maths with metrics) using the OpenTelemetry Collector

Trasform your logs to metrics (and do maths with metrics) using the OpenTelemetry Collector

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1 min read
Building Production AI Agents in 2026: Native Tool Calling, Observability, and Verifiable Execution

Building Production AI Agents in 2026: Native Tool Calling, Observability, and Verifiable Execution

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5 min read
Closing the Gap Between SCA Tools and Runtime Reality — Ashish Nadar

Closing the Gap Between SCA Tools and Runtime Reality — Ashish Nadar

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2 min read
Building a Zero-Trust Golang Backend (Part 2): CI/CD, Dependency Drift & GCP IAM ⚙️🔒

Building a Zero-Trust Golang Backend (Part 2): CI/CD, Dependency Drift & GCP IAM ⚙️🔒

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2 min read
Shadow Deployments: Real Risks Exposed

Shadow Deployments: Real Risks Exposed

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3 min read
Terraform State Files: The Diary Your Infrastructure Never Wanted You to Read

Terraform State Files: The Diary Your Infrastructure Never Wanted You to Read

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8 min read
NEXT LEVEL LAB — DevOps API Testing (AWS + Auth + CI/CD mindset)

NEXT LEVEL LAB — DevOps API Testing (AWS + Auth + CI/CD mindset)

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3 min read
Three AI Agent Failure Modes That Traditional Monitoring Will Never Catch

Three AI Agent Failure Modes That Traditional Monitoring Will Never Catch

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4 min read
We Cut Our AI Infrastructure by 60% (And Everything Got Better)

We Cut Our AI Infrastructure by 60% (And Everything Got Better)

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4 min read
The coordination tax: what happens when your AI agents can't see each other

The coordination tax: what happens when your AI agents can't see each other

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2 min read
Track Every Action Your AI Agent Takes — Audit Logs, Auth Management & Compliance for CLI Automation

Track Every Action Your AI Agent Takes — Audit Logs, Auth Management & Compliance for CLI Automation

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4 min read
The accessibility lawsuit that almost happened, and what we learned from the audit

The accessibility lawsuit that almost happened, and what we learned from the audit

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6 min read
LLM Cost Monitoring with OpenTelemetry

LLM Cost Monitoring with OpenTelemetry

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8 min read
5 Dev.to Article Ideas for 2026: A2A, MCP, and Production Multi-Agent Systems

5 Dev.to Article Ideas for 2026: A2A, MCP, and Production Multi-Agent Systems

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2 min read
A2A Is Not Enough: Building Observable Multi-Agent Systems in 2026

A2A Is Not Enough: Building Observable Multi-Agent Systems in 2026

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4 min read
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