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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 watchdog for AI agents. It spent two weeks catching its own bugs.

I built a watchdog for AI agents. It spent two weeks catching its own bugs.

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5 min read
Why Most ML Firewalls Fail (And How We Fixed It with a Honeypot Feedback Loop)

Why Most ML Firewalls Fail (And How We Fixed It with a Honeypot Feedback Loop)

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4 min read
I Built an AI That Fixes Terraform Drift Automatically

I Built an AI That Fixes Terraform Drift Automatically

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3 min read
Your internet is capped at ~95 Mbps on a gigabit plan — the 100Mbps negotiation trap

Your internet is capped at ~95 Mbps on a gigabit plan — the 100Mbps negotiation trap

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3 min read
Four products passed their tests. Then I tested them.

Four products passed their tests. Then I tested them.

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4 min read
Silence Is a Feature

Silence Is a Feature

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2 min read
The sudoers.d Trap That'll Waste an Hour of Your Life

The sudoers.d Trap That'll Waste an Hour of Your Life

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2 min read
Build a Token-Budgeted LLM Service on a Free Server: A Step-by-Step Tutorial

Build a Token-Budgeted LLM Service on a Free Server: A Step-by-Step Tutorial

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5 min read
8 safe-by-default MCP servers for infra — and the governance model behind them

8 safe-by-default MCP servers for infra — and the governance model behind them

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2 min read
The Azure Portal Trapped My Domain and Resource Group in Deletion Limbo

The Azure Portal Trapped My Domain and Resource Group in Deletion Limbo

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4 min read
Scrum Myths We Retired After Thursday Spillover

Scrum Myths We Retired After Thursday Spillover

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8 min read
Kubernetes NetworkPolicy Rules We Can Actually Prove

Kubernetes NetworkPolicy Rules We Can Actually Prove

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10 min read
The HTTP 429 That Turned Seven Minutes Into Zero Work

Summer Bug Smash: Smash Stories 🐛🛹

The HTTP 429 That Turned Seven Minutes Into Zero Work

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5 min read
How One AWS Bill Went From Almost $8,000 a Month Toward $6,000

How One AWS Bill Went From Almost $8,000 a Month Toward $6,000

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5 min read
Linux Security Checklist for Production Servers

Linux Security Checklist for Production Servers

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14 min read
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