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DevOps

1035 articles in this category (Page 6 of 44)

AI NewsDevOpsAutomation

SwiftDeploy: Automating Infrastructure with OPA Guardrails and Chaos Engineering

SwiftDeploy automates infrastructure generation from a single manifest, using OPA policy gates to block deployments when CPU load exceeds thresholds.

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AI NewsDevOpsAutomation

Building Policy-Driven DevOps: Integrating OPA and Prometheus into SwiftDeploy

Frank develops SwiftDeploy, a gated CLI tool using OPA to block canary promotions when P99 latency exceeds 500ms or disk space drops below 10GB.

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AI NewsDevOpsPython

SwiftDeploy: Automated Deployment Blocking with Open Policy Agent

SwiftDeploy uses OPA to block deployments if disk space is under 10GB or canary error rates exceed 1%, preventing critical production outages.

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AI NewsDevOpsLinux

Eliminating Silent Cron Failures with Production-Safe Bash Generation

A new open-source Cron Job Builder prevents silent failures by automatically injecting logging, shell definitions, and path variables into Linux automation.

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AI NewsAutomationDevOps

SwiftDeploy: Engineering a Self-Configuring DevOps Engine with OPA Policy Enforcement

SwiftDeploy automates infrastructure generation and enforces 1% error rate thresholds using Open Policy Agent and real-time Prometheus metrics.

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AI NewsAIDevOps

LLM Observability Audits: Reducing Error Rates and Exposing Rubric Disagreements

From a 32% error rate to 0.0%, this audit reveals how fixing infrastructure exposed 17% judge disagreement in LLM evaluations.

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AI NewsCloudDevOps

5 Railway.io Config Mistakes That Silently Break Deployments (And How to Fix Them)

Fix unreachable Railway.io services by addressing five common configuration errors including dynamic port binding, invalid builders, and improper health check paths.

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AI NewsDevOpsSecurity

Building a Real-Time DDoS Detection Engine from Scratch with Python and Iptables

Engineer Hezekiah Umoh explains how to build a custom DDoS detection engine that utilizes statistical Z-scores and automated iptables rules to block attackers in under 10 seconds.

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AI NewsDevOpsAI Engineering

Preventing AI Agent Configuration Drift with Agent Contract Testing

Ramanpreet Singh released a Python-based CI tool to enforce YAML-defined access control lists and tool permissions for AI coding agents.

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AI NewsAI EngineeringDevOps

Scaling 20 Autonomous AI Agents on a €4.57/Month Infrastructure

Developer Vilius successfully deployed 20 autonomous AI agents for just €4.57/month using a Hetzner CX23 VPS and a 10-pattern methodology for resilience and memory.

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AI NewsAI EngineeringDevOps

Monitoring Autonomous AI Agents with Pilot Protocol

Learn how to monitor ephemeral AI agents in production using Pilot Protocol's native diagnostics and decentralized pub/sub alerting.

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AI NewsLinuxDevOps

Mastering systemd: A Technical Guide to Creating and Managing Linux Services

Learn to build and automate background programs using systemd, the standard manager for Linux services in production environments.

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AI NewsDevOpsInfrastructure as Code

Automating HCL and Terragrunt Standards with hcl-linter 0.0.1-alpha

Bartłomiej Danek releases hcl-linter 0.0.1-alpha, a tool that fixed over 1,000 files in its first run by enforcing block order and naming conventions beyond whitespace formatting.

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AI NewsAI EngineeringDevOps

Beyond Scripting: Hardening AI Agents with Polymorphic Harnesses

Developer Dwelvin Morgan identifies 965 linting violations and technical debt as hidden reasoning bottlenecks in AI agent architecture.

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AI NewsPaaSDevOps

Shiprr: A Git-Based PaaS for Regional Runtime Placement and Automated Source Builds

Sayem Chowdhury launches Shiprr, a Git-based PaaS featuring regional runtime placement and automated source builds for long-running web applications.

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AI NewsDatabaseDevOps

Mastering Zero-Downtime Schema Migrations for Large-Scale Databases

Learn how to modify tables with 100 million rows without production outages by utilizing batch backfilling and multi-phase application deployments.

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AI NewsDevOpsCloud Infrastructure

AWS Emulation Storage Optimization: Floci vs. LocalStack

Floci provides four free AWS storage modes—memory, hybrid, persistent, and WAL—with per-service overrides, featuring a 24ms cold start and 13 MiB idle footprint. This alternative to LocalStack enables high-efficiency developer workflows by allowing granular control over data persistence without enterprise pricing or request-blocking snapshots.

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AI NewsDevOpsInfrastructure

Inside PreviewDrop: Architecting Instant Backend Preview Environments with Docker and WebSockets

PreviewDrop delivers ephemeral backend environments for Dockerized stacks, providing live HTTPS URLs in 45-90 seconds while managing container lifecycle and TTL-based destruction.

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AI NewsDevOpsSoftware Testing

Automating Locale Testing: Catching Indonesian Market Bugs with TestSprite

TestSprite identified 7 critical locale-specific bugs in an Indonesian e-commerce app, delivering a 40x testing speedup over manual review.

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AI NewsAI SecurityDevOps

Agent Security: Analyzing 7 'Lethal Trifecta' Incidents in 48 Hours

Dutch AI Agents documented seven coordination and security incidents across all three 'lethal trifecta' legs within a single 48-hour window.

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AI NewsDevOpsInfrastructure

Analyzing the Canonical DDoS Impact on Docker Build Pipelines and Railway Uptime

The 2025 Canonical DDoS caused 11 silent failures in one dev's Railway logs, exposing how 'apt-get update' dependencies create invisible infrastructure risks.

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AI NewsDevOpsLinux

Mastering Linux Architecture: Essential Commands for DevOps Infrastructure

Master Linux kernel interfaces and command-line workflows to manage distributed systems and resolve production outages in modern infrastructure.

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AI NewsDevOpsInfrastructure

Launching a DevOps Startup: From Zero to 3 Enterprise Deals in 30 Days

Veltrix secured three major enterprise deals within its first 30 days by prioritizing infrastructure reliability outcomes over tool-centric sales.

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AI NewsNetworkingDevOps

Reducing Network Mean Time to Resolution with Packet-Level Visibility

Modern IT teams often lack traffic visibility, leading to blind spots where intermittent retransmissions and DNS delays bypass standard monitoring.

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