Distributed Rate Limiting — Five Problems That Break Your Counters
Why Local Rate Limiting Breaks A rate limiter on a single server works exactly as advertised. But most production systems aren't a single server — the...
Saumya Karnwal1mo ago
Why Local Rate Limiting Breaks A rate limiter on a single server works exactly as advertised. But most production systems aren't a single server — the...
I zipped up to London to share the Platform Engineering Pulse report with the amazing London DevOps group. Afterwards, we spent several hours talking...
Time for the (not exactly) yearly cloud compute VM comparison. I started testing back in October 2025, but the benchmarking scope was increased, not j...
In the fast-paced world of software development, continuous integration and continuous delivery (CI/CD) pipelines are the lifeblood of modern engineer...
I added screenshot automation to our docs pipeline last month. Worked great. Fifteen screenshots, all in sync with the live product. Then I checked th...
If bare metal provides the best raw performance, why do hyperscalers still insist on running their own infrastructure on virtual machines? The answer...
I run AI coding agents all day. Claude Code, Codex, various tools through OpenClaw. My API bill was climbing fast. The problem: every prompt, no matte...
Create and use Jinja2 templates in Ansible playbooks for dynamic configs, variables, and loops to automate server configuration efficiently.
What changed today fix(ui): restore high-precision nudge buttons (#503) feat: harden paywall analytics and precise training window controls feat(pro):...
Welcome to Part 1 of the **Cloud Fragility * series. In this series, we move past vendor whitepapers and look at the actual physics of cloud failure—s...
You restart a container with one extra flag— --pid=host —and suddenly top inside it shows every process on the host. Nothing else changed. That's the...
Use AWS resource tags as your system of record for PCI scope and data classification. This guide walks through tag-driven compliance with SCPs, Tag Po...
And Most Aren’t Ready Continue reading on CodeToDeploy »
New research shows shadcn/ui at 90%, Stripe at 91%, AWS at 0% — and a self-reinforcing loop most of the industry hasn’t noticed. Continue reading on D...
Generative AI promises to accelerate month-end closing and financial storytelling, yet it introduces a "black-box" risk where automated reports lack t...
While DevOps brought freedom, it eventually overwhelmed developers with cloud complexity and "Shift Left" burdens. Platform Engineering fixes this by...
Abstract This post dissects a common but often overlooked misconfiguration in LDAP directory services that can lead directly to Remote Code Execution....
Why speech recognition accuracy matters for business When speech recognition gets things wrong, the consequences show up in customer frustration, extr...
AI Agents Gone Rogue: Inside Amazon Kiro's Production Deletion Published: 2026-02-24 Reading time: 8 minutes Tags: #ai-agents #autonomous-systems #dev...
The AI Accountability Control Stack (AACS) is a production-grade architectural framework that operationalizes governance requirements directly within...
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