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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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Article: ResolveIQ — Building an AI Incident Response Agent That Learns From Production Failures

Article: ResolveIQ — Building an AI Incident Response Agent That Learns From Production Failures

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6 min read
Google outage, June 2025: how one null pointer took Cloudflare down

Google outage, June 2025: how one null pointer took Cloudflare down

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10 min read
My background AI processes worked great in the demo and then fell apart the second they had to wait

My background AI processes worked great in the demo and then fell apart the second they had to wait

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7 min read
Exchange 2016/2019 Updates End in October 2026: A Self-Hosted Exit Plan

Exchange 2016/2019 Updates End in October 2026: A Self-Hosted Exit Plan

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7 min read
Day 61: Init Containers and a VM Resize

Day 61: Init Containers and a VM Resize

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7 min read
Test your video pipeline in CI for free: synthetic fixtures, ffprobe goldens, and webhook replay with pytest

Test your video pipeline in CI for free: synthetic fixtures, ffprobe goldens, and webhook replay with pytest

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8 min read
Python 3.15 lazy imports took my cold start from 512 ms to 32 ms

Python 3.15 lazy imports took my cold start from 512 ms to 32 ms

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4 min read
AWS Subnetting & CIDR 2025: Magic Number Method, 5 Reserved IPs & EKS Fix ( Interactive Game )

AWS Subnetting & CIDR 2025: Magic Number Method, 5 Reserved IPs & EKS Fix ( Interactive Game )

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7 min read
Agentic AI Operations: Evidence-Carrying Handoffs for Multi-Agent Diagnosis

Agentic AI Operations: Evidence-Carrying Handoffs for Multi-Agent Diagnosis

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5 min read
Sunsetting the Kubestack Catalog and Registry: Migrate to Platform Feature Modules

Sunsetting the Kubestack Catalog and Registry: Migrate to Platform Feature Modules

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4 min read
Instrumenting LangChain, LangGraph, Dify, and OpenClaw: What Actually Differs at the Tracing Layer

Instrumenting LangChain, LangGraph, Dify, and OpenClaw: What Actually Differs at the Tracing Layer

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3 min read
Cut your AWS bill with scheduled scale-to-zero

Cut your AWS bill with scheduled scale-to-zero

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3 min read
Meet a 98% uptime SLA on AWS, and beat it!

Meet a 98% uptime SLA on AWS, and beat it!

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3 min read
RecallOps: Building Persistent Memory for Engineering Incident Response

RecallOps: Building Persistent Memory for Engineering Incident Response

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5 min read
The Terraform defaults I would lock down before running ECS Fargate in production

The Terraform defaults I would lock down before running ECS Fargate in production

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3 min read
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