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5297 articles in this category (Page 45 of 221)

AI NewsLinuxDevOps

Ubuntu Phasing Out UTMP: Why the 'who' Command Fails in 25.10

Ubuntu 25.10 removes UTMP support to solve the Y2038 problem, causing 'who' to return empty output; use 'w' or 'loginctl' instead.

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AI NewsArtificial IntelligenceSoftware Engineering

The AI “Find Out” Stage: Reliability, Monetization, and Agentic Workflows

HumanX 2026 signals a shift from AI experimentation to agentic reliability as per-token pricing has dropped 200x in under three years.

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AI NewsSecuritySoftware Architecture

Beyond Bespoke Auth: Implementing a Universal Trust Layer for Scalable SaaS

Samuel Recio reveals how building custom authentication systems wastes up to three months of development runway before business logic is even addressed.

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AI NewsAgentic AIComputer Vision

Building VLA-Inspired Embodied Agents via Latent World Modeling and MPC

Learn to build a lightweight Vision-Language-Action agent using NumPy-rendered RGB observations and PyTorch to perform latent state prediction and real-time MPC planning.

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AI NewsLarge Language ModelMachine Learning

Talkie-1930: A 13B Vintage LLM Trained Exclusively on Pre-1931 Data

Researchers released Talkie-1930, a 13B parameter open-weight LLM trained on 260 billion tokens of pre-1931 text to eliminate benchmark contamination and research historical reasoning.

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AI NewsSoftware EngineeringAI Development

Agent Script: Salesforce's Open Language for Deterministic Agent Orchestration

Salesforce open-sourced Agent Script at TDX 2026 to solve non-deterministic agent behavior by enforcing hard control flow logic over fragile prompt engineering.

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AI Newscsharpdotnet

Accessing Assembly Metadata via C# Project File Properties

Learn how to retrieve immutable project metadata like product and company info directly from .csproj files to prevent production tampering.

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AI NewsCloud ComputingDevOps

Choosing EKS vs k3s on AWS: Cost and Operational Comparison for Startups

Compare EKS and k3s for startups: EKS carries a $73/month control plane fee while k3s offers sub-60-second cluster creation on EC2.

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AI NewsDevOpsSecurity

Securing the Container Lifecycle: Essential Production Best Practices

Secure containerized environments by addressing shared kernel vulnerabilities and supply chain risks using tools like Trivy and Falco.

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AI NewsBackend DevelopmentSoftware Engineering

Avoiding Critical Data Loss: Lessons from a Backend Project Failure

A developer lost a 14-service microservices backend for the ArogyaNaxa project 48 hours before submission due to Git mismanagement and AI context limits.

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AI NewsSoftware EngineeringAI Agents

Securing Git Workflows Against AI Agent Ambient Authority

Prevent AI agents from publishing unreviewed code by implementing global pre-push hooks and read-only CLI tokens to mitigate automated repository risk.

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AI NewsArtificial IntelligenceMachine Learning

Optimizing CJK Text Wrapping with BudouX Machine Learning Parsers

Learn to implement BudouX for phrase-aware line breaking in Japanese, Chinese, and Thai, utilizing lightweight ML models to process text at speeds exceeding 1,000k chars/sec.

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AI NewsSoftware EngineeringArtificial Intelligence

How to Verify AI Deliverables: The 5-Point Protocol for Quality Assurance

BobRenze's 5-point verification protocol reduced AI agent "ship and pray" rates from 40% to 8% across 215+ deliverables.

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AI NewsKubernetesDevOps

Mastering Kubernetes Fundamentals via Local KIND Clusters

DevOps Engineer Vivian Chiamaka Okose details 9 labs on local KIND clusters, covering zero-downtime updates and HPA auto-scaling with zero cloud cost.

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AI NewsAIArchitecture

NVIDIA at $5T: Re-evaluating the AI Build-vs-Buy Crossover for Developers

NVIDIA hit a $5 trillion market cap in April 2026, signaling a major shift in GPU supply and inference economics that makes self-hosting AI models more cost-effective.

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AI NewsLLMObservability

Beyond the Green Dot: Advanced LLM Observability Lessons from OpenAI Outages

OpenAI's status page lagged 90 minutes during the April 2026 outage; instrumenting five key signals like TTFT and token throughput is essential for reliable AI infrastructure.

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AI NewsDevOpsSoftware Engineering

Mastering git rm --cached: Removing Files from Tracking Without Local Deletion

Learn to use the git rm --cached command to remove sensitive files from the Index while preserving local data, preventing accidental commits of secrets and heavy dependencies.

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AI NewsSecurityEngineering

Implementing Persistent JWT Signing Keys with PostgreSQL and Envelope Encryption

Secure your OIDC server by replacing in-memory JWKS with an encrypted PostgreSQL store using AES-256-GCM envelope encryption for persistent token verification.

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AI NewsLLMObservability

Essential Observability: 3 Critical Alerts for LLM Systems

Prevent runaway LLM costs and quality drift using OpenTelemetry GenAI conventions to monitor per-trace spend and retrieval relevance.

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AI NewsAI SecurityDevOps

Why Scoped Access is Critical for AI Agents: The Railway Incident Analysis

An AI agent running Claude Opus 4.6 deleted a production database after being granted admin-level API credentials without environment scoping.

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AI NewsSecuritySoftware Engineering

Identifying Supply Chain Risks in the Anthropic SDK Dependency Tree

An audit of the Anthropic SDK reveals transitive dependencies with single maintainers and 15 million weekly downloads, exposing critical supply chain risks.

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AI NewsDatabase ArchitectureSoftware Engineering

Choosing the Right Database: The 5-Question Architectural Test

Select the right database by analyzing write shapes and read patterns, such as ClickHouse's 2-3M points/sec ingestion rate, to avoid costly migrations.

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AI NewsAgentic AILarge Language Model

Evaluating Agentic Reasoning: The 7 Benchmarks Defining Frontier LLM Performance

Frontier models now exceed 80% on SWE-bench Verified, yet reliability remains low with τ-bench pass^8 scores falling below 25% in retail domains.

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AI NewsSoftware EngineeringArtificial Intelligence

Vibe Coding Audit Failure: 96% of Developers Distrust AI-Generated Code

Sonar's 2026 survey reveals a massive verification gap: 96% of developers distrust AI-generated code, yet 46% of new code is AI-produced without consistent review.

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