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4922 articles in this category (Page 7 of 206)

AI NewsDevOpsSoftware Engineering

Trunk-Based Development: Decoupling Deployment from Release for True CI/CD

Learn how to implement true continuous integration by eliminating long-lived feature branches and decoupling deployments from releases.

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AI NewsDevOpsSoftware Engineering

Beyond Unit Tests: Building a Robust CI Harness for Go OSS Projects

A Go OSS maintainer details 7 specific CI checks implemented over 11 months to catch invisible degradation and supply-chain attacks.

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AI NewsAI EngineeringLarge Language Models

DeepSeek-V3: Scaling 671B MoE Models with FP8 Precision and R1 Distillation

DeepSeek-V3 achieves GPT-4o level performance with a 671B parameter MoE architecture activating only 37B parameters per token.

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AI NewsLLM EngineeringModel Evaluation

Gemma 4 E2B Exhibits Configuration-Deterministic Hallucinations at Low Context

A 15-run ablation reveals Gemma 4 E2B produces a hallucinate-disclaim-retry pattern specifically at num_ctx=2048.

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AI NewsSecurityInfrastructure

Hardware End-of-Support-Life (EOSL): The Invisible Security Blind Spot

Hardware EOSL creates unpatchable firmware CVEs that bypass standard vulnerability scanners and trigger PCI DSS 4.0 compliance failures.

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AI NewsSecurityCompliance

End-of-Life Software: The Hidden Compliance Risk in SOC 2, PCI DSS, and HIPAA

Running EOL software like PHP 7.4 or Python 3.8 triggers critical audit failures across PCI DSS 4.0 and ISO 27001 due to unpatchable vulnerabilities.

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AI NewsLLMOWeb Development

Optimizing llms.txt: Avoiding Common Anti-Patterns for AI Crawlers

An audit of 30 production llms.txt files reveals that 80% contain critical errors that hinder LLM discovery and parsing.

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AI NewsKubernetesInfrastructure Optimization

Kubernetes 1.36 Pod-Level Resource Managers: Optimizing Performance and Cost

Kubernetes 1.36 introduces pod-level resource managers and beta in-place vertical scaling to optimize CPU, memory, and hugepages allocation.

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AI NewsAI AgentsEnterprise Software

Integrating Agentic Stacks into Slack: Enterprise AI Orchestration

Slack CPO Jaime DeLanghe discusses the integration of AI agents and agent-to-agent protocols during Slack's Dev Day.

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AI NewsJavaScriptSecurity

React End-of-Life Guide: Managing Support Risks in 2026

With React 19 now current, React 18 has shifted to security-only support and versions 16 and 17 are effectively unsupported.

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AI NewsDevOpsSecurity

2026 Software EOL Calendar: Critical Migration Dates for Engineers

Prepare for a critical wave of software end-of-life events in 2026, including Django 4.2 LTS and Node.js 20 reaching critical risk scores.

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AI NewsGovernanceSecurity

Securing Microsoft Fabric: Implementing Outbound Access Protection for Semantic Models

Microsoft's preview of Outbound Access Protection shifts Power BI governance from report permissions to workspace-level network controls.

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AI NewsDevOpsSoftware Engineering

Escaping Cherry-Pick Hell: Managing Parallel Enterprise Releases with Release-Stream Branching

Learn how to manage three concurrent release trains and 40+ monthly feature branches using a Trunk-Based Development variant to avoid manual cherry-picking.

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AI NewsSoftware EngineeringData Infrastructure

Convert API Data to SQLite: Using surveilr and Singer Taps for Cross-Platform Analysis

Turn 600+ API sources including GitHub, Jira, and Stripe into queryable SQLite tables using surveilr to eliminate rate limits and JSON parsing.

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AI NewsBackend EngineeringGenerative AI

Why Backend Engineering is Fundamental to Generative AI Systems

Backend engineers are uniquely positioned to solve the systems engineering challenges inherent in scaling Generative AI beyond simple demos.

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AI NewsSecurityCompliance

Managing EOL Dependencies: From Technical Debt to Compliance Risk

Outdated dependencies like Node.js 16 create critical compliance findings under SOC 2 and PCI DSS 4.0, regardless of known CVEs.

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AI NewsCybersecurityIoT

IoT Vulnerabilities and AI-Driven Threats: Analysis of the CrowdStrike Global Threat Report

CrowdStrike's latest Global Threat Report tracks 281 known adversaries leveraging AI and cloud exploits to compromise data.

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AI NewsCareer DevelopmentEngineering Management

Shift Your Interview Strategy: Positioning Yourself as the Solution

Greg Hatchuk reveals why treating interviews as problem-solving exercises rather than performance art leads to more job offers.

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AI NewsSoftware EngineeringArtificial Intelligence

Why 'Vibe Coding' Fails at Scale: The Enduring Necessity of Senior Engineering Judgment

AI lowers the barrier to software creation, but senior engineering judgment remains critical for operating systems at high complexity and scale.

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AI NewsMachine LearningData Science

Advanced SHAP Workflows for Machine Learning Explainability: A Comprehensive Coding Guide

Implementing SHAP workflows to compare explainers and detect data drift, showing TreeExplainer's speed advantage for interpreting complex machine learning models.

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AI NewsLanguage ModelSoftware Engineering

Benchmarking LLM Compression: FP8, GPTQ, and SmoothQuant with llmcompressor

Optimize Qwen2.5-0.5B deployment using llmcompressor to implement FP8, GPTQ W4A16, and SmoothQuant W8A8 quantization strategies.

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AI NewsCloud ComputingDevOps

Mastering AWS Cloud Practitioner: Planning, Costs, and Architectural Pillars

Master AWS billing granularity and architectural pillars; the Cost & Usage Report provides the highest level of detail for BI tools and analysts.

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AI NewsCloud ComputingAWS

AWS Cloud Practitioner Exam Guide: Mastering Storage and Compute Nuances

Navigate the complexities of AWS EBS, EFS, and S3 storage models while optimizing EC2 purchasing strategies for up to 72% cost savings.

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AI NewsWeb DevelopmentSoftware Engineering

Building a Swedish Sudoku Site with Next.js 15 and Pure TypeScript

Developer Evy Lundell launched sudokun.se, a zero-ad Sudoku platform leveraging Next.js 15 and a deterministic TypeScript engine for unique-solution puzzle generation.

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