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Curated developer articles, tutorials, and guides � auto-updated hourly
FOLASAYO SAMUEL OLAYEMI2d ago • 3 min read
Building a Senior-Level DevOps / SRE / Infrastructure Engineer Terminal Setup (macOS)
This guide walks through building a powerful terminal environment used by Senior Site Reliability...
#devops#security#infrastructure#tutorial
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Ekong Ikpe6d ago • 4 min read
GnokeOps: Host Your Own AI House Party
Do you still build your legacy on rented land? 🙄 Cursor, Replit, and the endless wave of...
#agents#ai#devops#infrastructure
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Mahafuzur Rahaman18h ago • 7 min read
SSH Key Management at Scale: Generating, Rotating, and Revoking Keys Across Teams
Most teams treat SSH keys like passwords from 2010 — created once, never rotated, and...
#automation#devops#infrastructure#security
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Amaan Ul Haq Siddiqui6d ago • 6 min read
DNS as Code: Managing Cloudflare Records with DNSControl
Every DNS change I have made through a dashboard felt wrong. Click the right zone, add the right...
#cloudflare#infrastructure#devops#cicd
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Marcus Chen3d ago • 4 min read
Prefix caching in vLLM under multi-tenant agent traffic
TL;DR: We turned on vLLM's prefix cache for our agent workloads at Nexus Labs and watched TTFT drop....
#llm#mlops#infrastructure#pytorch
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NTCTech1d ago • 4 min read
Control Plane Sovereignty: Why Your AI Stack Probably Isn't Sovereign
Your AI data is on-premises. The model runs on your hardware. You call it sovereign. Then ask: who....
#ai#machinelearning#infrastructure#cloud
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NTCTech2d ago • 5 min read
The Degradation Ladder: How Systems Fail Before They Fail
A system loses a replica during a routine maintenance window. Autoscaling compensates. The platform....
#sre#infrastructure#resilience#monitoring
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NTCTech5d ago • 4 min read
The Dashboard Said the Migration Succeeded
Migration dashboards don't measure operational continuity because operational continuity was never.....
#vmware#infrastructure#operations#devops
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Colin Easton5d ago • 11 min read
Agents have a memory problem. Server-side text storage is the answer.
A category-defining piece on per-agent server-side text storage for AI agents — what's missing from ...
#ai#agents#infrastructure#architecture
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NTCTech3d ago • 4 min read
IaC Drift Is Inevitable — Design for Detection, Not Prevention
Drift is not a tooling failure. It is evidence that multiple control planes still exist. IaC drift....
#infrastructureascode#devops#infrastructure#terraform
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Rick Houlihan3d ago • 19 min read
You Cannot Outrun a Wave
How a small family business, an AI, and a weekend in the Hill Country ended up running...
#ai#cloud#infrastructure#oracle
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Rahul Pandya6d ago • 19 min read
ECS vs EKS in 2026: An Honest Comparison from Someone Who Has Run Both in Production
No marketing fluff. Just what I learned running both in production across three different companies....
#aws#devops#infrastructure#kubernetes
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Elise Moreau3d ago • 4 min read
Per-customer budget caps on our caption pipeline: 3 weeks with virtual keys
TL;DR: We were burning around €4,200/month in vision-LLM costs across roughly 80 customers, with zer...
#llm#infrastructure#mlops#machinelearning
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amir6d ago • 17 min read
Beyond the Hype: My Production Playbook for Docker Swarm
A senior backend and infrastructure engineer's practical guide to running Docker Swarm in production...
#docker#devops#infrastructure#security
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Elise Moreau4d ago • 4 min read
Cost accounting for diffusion image generation at $0.0008 per render
TL;DR: Per-image cost on our SDXL-based product photography pipeline at Photoroom dropped from...
#machinelearning#mlops#infrastructure#llm
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Adeshina Emmanuel3d ago • 3 min read
I Refused to Let My System Auto-Tweet Outages
This is my first time writing publicly about a system I’m building, so I wanted to start with...
#buildinpublic#infrastructure#monitoring#showdev
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David Aronchick1d ago • 6 min read
The Company Store
On May 1, Google Cloud doubled the egress rates on three products: CDN Interconnect, Direct Peering,...
#cloud#infrastructure#history#pricing
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Ali-Funk5d ago • 2 min read
Supply Chain Attacks + Stale Credentials: Why This Combination Is So Dangerous in 2026
Recent incidents at GitHub and Grafana Labs highlight a painful truth in modern infrastructure: even...
#security#cybersecurity#infrastructure#devops
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claire nguyen14h ago • 4 min read
The Prometheus label that blew our monitoring bill out 6x
TL;DR: Our metrics bill went 6x in a single month. Traffic was flat. One Prometheus label carrying.....
#devops#infrastructure#sre
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Marco Rinaldi2d ago • 4 min read
Six weeks of Bifrost in a factory QA pilot: real cost numbers
TL;DR: Six weeks running an AI gateway between our edge cameras and three cloud VLM providers cut ou...
#machinelearning#computervision#mlops#infrastructure
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claire nguyen2d ago • 4 min read
Surviving an AZ Failover for Our Build Runner Fleet at 3am
TL;DR: We lost an AWS AZ for 47 minutes back in March. Our build runner fleet on EKS mostly survived...
#devops#sre#infrastructure#llm
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Taha Yağız Güler4d ago • 8 min read
Terraform + Terragrunt + Ansible: A Hands-On Learning Journey
How I went from single-environment Terraform setups to a production-grade multi-environment infrastr...
#terraform#ansible#devops#infrastructure
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Marcus Chen2d ago • 4 min read
Virtual keys per tenant: ditching our custom LLM billing layer
TL;DR: We had 11,247 lines of Python middleware handling per-tenant LLM cost attribution, rate...
#llm#mlops#infrastructure#devops
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Amal Zacharia 6d ago • 10 min read
Five Clusters. Five Lessons. One Production System.
Most engineers talk about Kubernetes like it's something you set up once and forget. I set it up fiv...
#kubernetes#devops#infrastructure#cloudnative
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