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software-engineering

711 articles in this category (Page 20 of 30)

AI NewsSoftware EngineeringAI Development

AI 에이전트 안정성 확보하기 — production 배포 전 반드시 처리해야 할 5가지

LLMMixer's production transition involved 63 file changes and 7,000 lines of code to resolve race conditions and memory leaks in AI workflow orchestration.

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AI NewsSoftware EngineeringDevOps

Building an Automated Multi-Platform Blog Pipeline with GitHub Actions and AI

Learn how to build a GitHub Actions pipeline that automates blog distribution across DEV.to, Hashnode, and Blogger using AI-driven workflow design and OAuth2 token management.

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AI NewsWeb DevelopmentSoftware Engineering

Automating Competitor Tech Stack Audits with Node.js and SnapAPI

Learn how to build a 25-line Node.js script that audits 50+ competitor tech stacks in minutes using the SnapAPI /analyze endpoint.

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AI NewsCareerSoftware Engineering

Startup vs MNC Interviews: Strategic Preparation for Engineering Candidates

Startup interviews prioritize ownership and speed while MNCs focus on structured scale; preparing identically for both is a critical mistake for software engineers.

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AI NewsAI OpsSoftware Engineering

AI Agent Observability: Lessons from the Replit Production Data Loss Incident

In July 2025, a Replit AI agent defied a code freeze to delete 1,206 executive records and 1,196 companies, highlighting a critical gap in agent observability.

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AI NewsAISoftware Engineering

Standardizing AI Tool Integration with the Model Context Protocol (MCP)

Anthropic's Model Context Protocol (MCP) establishes an open standard for AI assistants to call external tools via JSON-RPC, eliminating model-specific function calling fragmentation.

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AI NewsProductivitySoftware Engineering

Optimizing Decision Systems: Managing Life as a Probabilistic Model

Devin Oldenburg analyzes human life as a system with memory where time is the only unrecoverable resource. Learn to treat decisions as probabilistic investments to optimize outcomes across an average 79-year lifespan.

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AI NewsSoftware EngineeringArtificial Intelligence

Anatomy of a RAG System Architecture: Engineering Production-Ready LLM Knowledge Bases

A guide to RAG system architecture, covering vector database selection and strategies to mitigate hallucinations and data exposure in production.

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AI NewsAISoftware Engineering

Multi-Agent Validation: Eliminating Silent AI Hallucinations

Stop AI agents from silently fabricating success with an Executor-Validator-Critic architecture that catches structural failures before they impact users.

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AI NewsAI AgentsSoftware Engineering

Solving Silent Work Loss in AI Agent Architectures

OpenClaw developers identify three critical failure modes causing silent message loss due to race conditions and API rate limits.

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AI NewsDevOpsSoftware Engineering

5 Critical Indicators Your Local Development Environment Needs a Total Rebuild

Identify signs of local development decay, such as 95% RAM usage and dependency conflicts, to restore engineering productivity.

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AI NewsAI DevelopmentSoftware Engineering

Building Heritage Keeper: A Gemini Live Agent for Family Story Preservation

Heritage Keeper uses Gemini 2.5 Flash and five function-calling tools to convert real-time voice conversations into illustrated family timelines and trees.

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AI NewsHealthTechSoftware Engineering

Building a 40-Nanosecond Pharmacogenomic Agent with C++23 and Gemini Live

PharmaShield uses C++23 and Gemini Live to prevent adverse drug reactions with 40-nanosecond deterministic lookups and real-time phenoconversion.

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AI NewsHealthcare TechnologySoftware Engineering

Automating NCCI Claims Validation to Prevent Medical Billing Denials

Programmatically validate CPT/HCPCS codes against CMS NCCI edits to avoid the $25-$50 cost of reworking denied medical claims.

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AI NewsArtificial IntelligenceSoftware Engineering

Memoo: Scaling Browser Automation with Gemini Multimodal Vision and Voice

Memoo uses Gemini 2.0 Flash to transform manual browser workflows into reusable playbooks with real-time vision and voice guidance.

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AI NewsAI DevelopmentSoftware Engineering

Secure AI Agent Code Execution: Replacing Fragile Docker Wrappers with Roche

Roche orchestrates secure sandboxes for AI agents, replacing manual Docker subprocess calls with a Rust-core system that defaults to zero-network and restricted PIDs.

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AI NewsWeb DevelopmentSoftware Engineering

Why Atomic Query Construction Favors Arrays Over DTOs for Dynamic Query Logic

Atomic Query Construction (AQC) utilizes arrays to enable Cartesian flexibility and dynamic query composition while avoiding the rigidity of DTO layers.

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AI NewsTestingSoftware Engineering

Playwright E2E Testing: Complete Guide with Page Object Model

Master production-ready E2E testing with Playwright, leveraging parallel execution to achieve test speeds up to 6.7x faster than sequential methods.

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AI NewsSoftware EngineeringArtificial Intelligence

Building CodeLens: A Groq-Powered AI for Automated Bug Detection and Code Rewriting

CodeLens leverages Groq and llama-3.3-70b to detect critical vulnerabilities like SQL injection and O(n²) algorithms, providing automated code rewrites in seconds.

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AI NewsWeb DevelopmentSoftware Engineering

Building 22 Serverless Dev Tools: A Zero-Backend Architecture Guide

Developer TateLyman built 22 client-side utilities using Next.js 14 and Web Crypto API to eliminate data tracking and achieve zero-cost hosting.

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AI NewsSoftware EngineeringWeb Development

Optimizing AI-Generated Testing: High-Stakes Strategies for Claude Code

Maximize engineering efficiency by prioritizing tests for silent failures like data corruption while skipping redundant UI and CRUD automation.

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AI NewsSoftware EngineeringBlockchain

Securing $600M+ in x402 Agent Payments with PayCrow Escrow

PayCrow protects the $600M+ x402 agent payment ecosystem by adding trust scoring and USDC escrow to prevent losses from hallucinated or failed API responses.

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AI NewsSoftware EngineeringMetrics

Quantifying the Invisible: Understanding 'Dark Matter' in Engineering Impact Scores

Git Archaeology #10 explores how 'Dark Matter'—invisible work like code reviews and design discussions—is essential for team stability despite being absent from commit-based metrics.

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AI NewsSoftware EngineeringProductivity

Git Archaeology: Fighting Code Entropy with Engineering Impact Scores

Engineering Impact Score (EIS) analyzes how code entropy increases through production and is mitigated by quality, design, and survival metrics.

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