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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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Fable 5 Went Dark Friday Night. I Ran My Critical Workflow on a Backup Saturday - Here's What Broke

Prompt overfitting and silent failure risks

Fable 5 Went Dark Friday Night. I Ran My Critical Workflow on a Backup Saturday - Here's What Broke

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4 min read
The right sizing trap why P95 CPU is the wrong signal for EC2 downsizing

The right sizing trap why P95 CPU is the wrong signal for EC2 downsizing

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13 min read
Claude Mythos is Not a Silver Bullet. LLMs Can Find Bugs in Your Code. That's One Class of Security Problem.

Claude Mythos is Not a Silver Bullet. LLMs Can Find Bugs in Your Code. That's One Class of Security Problem.

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12 min read
Implementing AI-Powered Log Anomaly Detection

Implementing AI-Powered Log Anomaly Detection

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5 min read
oomkill is the next lie why memory limits are hiding your latency spikes

oomkill is the next lie why memory limits are hiding your latency spikes

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11 min read
Great Stack to Doesn't Work Bonus: 10 Terraform 'I Wish I Knew This Earlier' Moments

Great Stack to Doesn't Work Bonus: 10 Terraform 'I Wish I Knew This Earlier' Moments

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4 min read
I Use Telegram as My DevOps Dashboard — No Web UI, No VPN, Just Works

I Use Telegram as My DevOps Dashboard — No Web UI, No VPN, Just Works

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4 min read
Your RAG System Is Broken. Your Chunks Are Why.

Your RAG System Is Broken. Your Chunks Are Why.

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5 min read
RAG Pipeline for SRE Runbooks: 7 Vector Search Tips That Work

RAG Pipeline for SRE Runbooks: 7 Vector Search Tips That Work

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10 min read
Stop Deploying Manually: How to Build Your First CI/CD Pipeline with GitHub Actions

Stop Deploying Manually: How to Build Your First CI/CD Pipeline with GitHub Actions

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3 min read
How we cut our Dagster Cloud bill by 60% by collapsing our dbt assets

How we cut our Dagster Cloud bill by 60% by collapsing our dbt assets

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3 min read
Every Software EOL Date That Matters in 2026 — One Reference

Every Software EOL Date That Matters in 2026 — One Reference

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2 min read
The Content API for Shopping shuts down Aug 18, 2026 — here's what actually breaks

The Content API for Shopping shuts down Aug 18, 2026 — here's what actually breaks

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4 min read
How Two Silent Bugs Locked Every User Out of Production

How Two Silent Bugs Locked Every User Out of Production

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4 min read
Kubectl pod stuck in Pending state: 7 reasons and fixes

Kubectl pod stuck in Pending state: 7 reasons and fixes

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6 min read
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