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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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Stop Guessing Your App's Resource Requirements

Stop Guessing Your App's Resource Requirements

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29 min read
Make Codex Prove It: A Three-File Design That Leaves Evidence on Disk

Make Codex Prove It: A Three-File Design That Leaves Evidence on Disk

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20 min read
Building Small, Auditable AI Tools for Defensive Security

Building Small, Auditable AI Tools for Defensive Security

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1 min read
I built an AI incident responder that refuses to fix anything without asking

I built an AI incident responder that refuses to fix anything without asking

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7 min read
IPQS False Positives: How a New Domain Got a 95 Risk Score

IPQS False Positives: How a New Domain Got a 95 Risk Score

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19 min read
AWS Secrets Manager Patterns for Python Microservices

AWS Secrets Manager Patterns for Python Microservices

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3 min read
Why our on-prem log analytics appliance doesn't ship with an LLM

Why our on-prem log analytics appliance doesn't ship with an LLM

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5 min read
When you only have seven numbers, every one of them looks like a signal

When you only have seven numbers, every one of them looks like a signal

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4 min read
Tried `tailscale/tailcat`: A Small Tool with Big Private-Network Potential

Tried `tailscale/tailcat`: A Small Tool with Big Private-Network Potential

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2 min read
Your Minecraft Backup Is Not a Backup Until You Restore It

Your Minecraft Backup Is Not a Backup Until You Restore It

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5 min read
Fixing AuthGuard Navigation, 401 Handling, and Sales‑Pipeline FK in a Next.js + NestJS Monorepo

Fixing AuthGuard Navigation, 401 Handling, and Sales‑Pipeline FK in a Next.js + NestJS Monorepo

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5 min read
What 99.9% Uptime Actually Means

What 99.9% Uptime Actually Means

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2 min read
A zero isn't data until you can prove the instrument was running

A zero isn't data until you can prove the instrument was running

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4 min read
Daily Dose of DevOps — Kubernetes readiness vs liveness probes

Daily Dose of DevOps — Kubernetes readiness vs liveness probes

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2 min read
Building an AI Auto-Patch Agent with TrueForge and Qodo

Building an AI Auto-Patch Agent with TrueForge and Qodo

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2 min read
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