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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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I built a self-correcting agent with Hindsight; here is how.

I built a self-correcting agent with Hindsight; here is how.

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8 min read
How FinOps is Shaping the Future of AI Cost Management

How FinOps is Shaping the Future of AI Cost Management

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2 min read
How to Cut AI Agent Costs by 80% (Without Sacrificing Quality)

How to Cut AI Agent Costs by 80% (Without Sacrificing Quality)

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2 min read
How I Got Enterprise-Grade DAST for Free in GitHub Actions (And Why Vanilla ZAP Finds 0 API Endpoints)

How I Got Enterprise-Grade DAST for Free in GitHub Actions (And Why Vanilla ZAP Finds 0 API Endpoints)

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8 min read
What Changes and What Stays the Same for SRE with AWS Frontier Agents

What Changes and What Stays the Same for SRE with AWS Frontier Agents

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12 min read
How I Built an Incident Response Agent That Actually Gets Smarter Every Time Your System Breaks

How I Built an Incident Response Agent That Actually Gets Smarter Every Time Your System Breaks

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7 min read
I used Hindsight to audit autonomous agent decisions.

I used Hindsight to audit autonomous agent decisions.

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6 min read
Why I built Akmon, the AI coding agent for regulated engineering

Why I built Akmon, the AI coding agent for regulated engineering

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6 min read
O Projeto FĂŞnix e a TI que eu vivo todos os dias

O Projeto FĂŞnix e a TI que eu vivo todos os dias

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2 min read
Future Outlook & Operating Model

Future Outlook & Operating Model

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4 min read
My cache fix was fine—until it wasn’t

My cache fix was fine—until it wasn’t

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10 min read
The Control Plane Shift: Why Every Infrastructure Decision in 2026 Is the Same

The Control Plane Shift: Why Every Infrastructure Decision in 2026 Is the Same

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5 min read
How to Monitor Your Cron Jobs in Production (So They Don't Silently Die)

How to Monitor Your Cron Jobs in Production (So They Don't Silently Die)

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2 min read
Why My Agent Repeated the Same Mistakes Across Sessions

Why My Agent Repeated the Same Mistakes Across Sessions

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8 min read
Reducing LLM Costs Is Easy — Until Production Starts

Reducing LLM Costs Is Easy — Until Production Starts

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4 min read
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