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4963 articles in this category (Page 20 of 207)

AI NewsAI EngineeringPlatform Engineering

Engineering Reliable AI Agents: Why Programmatic Tests Must Replace Prompt-Only Control Flow

Michael Tuszynski argues that reliable AI agents require programmatic tests over prompts to prevent failures like PocketOS's database loss.

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AI NewsDevOpsMonitoring

2026 Guide to Free Website Monitoring Tools: SaaS vs. Self-Hosted

Reviewing 2026's top free monitoring tools like UptimeRobot and Uptime Kuma, comparing 5-minute SaaS limits against 20-second self-hosted check frequencies.

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AI NewsWeb DevelopmentArtificial Intelligence

Local AI-First Architecture: Building a SaaS with Gemma 4 and Ollama

Developer Ian Akiles is building a local financial SaaS using Gemma 4 and Ollama to prove that complex AI insights can run without cloud APIs.

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AI NewsServerlessWeb Development

Architecting Serverless Language Platforms for Niche Dialects

Engineer Ricky Huang built Fulingo using AWS Amplify and DynamoDB to solve the 'resource desert' for Fuzhounese, achieving near-zero maintenance costs.

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AI NewsDevOpsGo

Optimizing Go Cross-Compilation for Alpine and Distroless Environments

Learn how the CGO_ENABLED toggle impacts Go binary compatibility between glibc and musl runtimes, preventing 30-second DNS timeouts in production.

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AI NewsCloud ComputingSoftware Development

Mastering AWS Lambda for Real-Time Pipelines: A Technical Deep Dive

Optimize AWS Lambda performance using memory-CPU scaling, VPC integration, and Kinesis stream processing with a 15-minute execution limit.

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AI NewsMachine LearningEngineering

DPO vs SimPO: Engineering Decisive Preference Optimization for LLMs

Analyze DPO and SimPO objectives to resolve training mismatches and evaluate lift, such as the 22.73% vs 18.18% improvement in SalesConversion-Bench.

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AI NewsDevOpsGo

git-sfs: High-Performance Large File Storage via Symlinks and rclone

git-sfs eliminates proprietary LFS servers by replacing large files with 70-byte Git-native symlinks and using rclone for S3, GCS, or SFTP storage backends.

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AI NewsWeb DevelopmentProductivity

Building a Zero-Dependency 'Life in Weeks' Poster Generator

Ali Alp built a one-file HTML generator that renders 5,200 SVG circles and exports identical PDFs using zero backend or frameworks.

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AI NewsAI InfrastructureOpen Source

LightSeek Foundation Releases TokenSpeed: An Open-Source Inference Engine for Agentic AI

LightSeek Foundation's TokenSpeed is an open-source LLM inference engine that outperforms TensorRT-LLM by 11% in throughput on NVIDIA B200 GPUs for agentic coding workloads.

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AI NewsMachine LearningArtificial Intelligence

Meta AI Open-Sources NeuralBench: A Standardized Benchmark for EEG Foundation Models

Meta AI's NeuralBench-EEG v1.0 standardizes NeuroAI evaluation across 36 tasks and 94 datasets, revealing that 150K-parameter models often rival 157M-parameter foundation models.

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AI NewsAI & CloudSustainable Cloud

Microsoft Reevaluates 100/100/0 Clean Energy Target Amid AI Expansion

Microsoft considers delaying its 2030 hourly clean energy goal as AI infrastructure drives a 168% increase in energy consumption.

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AI NewsOpen SourceRuby

Ruby Core Milestone: Burdette Lamar Merges 1200th Pull Request

Burdette Lamar achieves a major milestone with 1,200 pull requests merged into Ruby Core, focusing primarily on documentation improvements over six years.

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AI NewsOpen SourceSoftware Engineering

Beyond Feature Delivery: How Open Source Redefines Software Engineering Mindsets

Open source contributor Tarunya Kesharwani details how GSoC participation and PR reviews shift engineering focus from basic feature completion to long-term maintainability, highlighting that professional software engineering requires balancing immediate functionality with architectural scalability and collaborative code standards across diverse technology stacks.

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AI NewsAI InfrastructureSoftware Engineering

OpenAI Releases MRC Protocol: Scaling AI Supercomputing to 131,000 GPUs

OpenAI's new MRC protocol enables 131,000 GPU clusters with 33% fewer optics and microsecond failure recovery for frontier AI model training.

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AI NewsDevOpsVoIP

Implementing High-Availability SIP Trunking for ViciDial

Eliminate single points of failure in ViciDial by implementing active-active load balancing and intelligent failover for zero-downtime outbound calling.

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AI NewsArtificial IntelligenceSoftware Engineering

Mastering Tool Calling for Production AI Agents: A Technical Roadmap

Learn to design, scale, and secure tool calling in AI agents to prevent production failures caused by malformed arguments and unhandled errors.

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AI NewsDevOpsVoIP

Build Production-Grade ViciDial IVR Systems with Asterisk and Database-Driven Logic

Master ViciDial IVR architecture using Asterisk 13+ and MariaDB to build dynamic, production-grade call menus with real-time logging and priority routing.

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AI NewsDevOpsVoIP

ViciDial Lead Recycling and List Management Optimization Guide

Optimize ViciDial 2.14+ performance using production-tested SQL configurations and status-based recycling rules to boost contact center conversion rates.

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AI NewsMachine LearningCloud Computing

Mastering Gemma 4 Fine-Tuning: Fixes for ClippableLinear and Multimodal Masking

Gemma 4 fine-tuning requires specific 'all-linear' LoRA targeting and backward-search masking to achieve 94.2% accuracy on multimodal tasks.

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AI NewsAgentic AITutorials

Advanced Browser Automation with CloakBrowser: Stealth Chromium and Persistent Profiles

Master stealthy automation using CloakBrowser and Python to bypass detection by inspecting signals and managing persistent profiles in Colab environments.

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AI NewsAgentic AIAI Infrastructure

Building a Groq-Powered Agentic Research Assistant with LangGraph and Sub-Agents

Build a high-performance research assistant using Groq's inference endpoint, LangGraph, and Llama-3.3-70b to automate multi-step workflows with agentic memory.

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AI NewsDevOpsAutomation

Implementing Policy-Gated Deployments and Observability with SwiftDeploy

Edith Asante introduces SwiftDeploy Stage 4B, a system that uses OPA to block deployments when disk space is below 10GB or error rates exceed 1%.

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AI NewsDevOpsCybersecurity

Building SwiftDeploy: A Declarative Infrastructure CLI with Observability and Policy Enforcement

SwiftDeploy automates web application deployments using a single manifest file, integrating OPA for policy enforcement and Prometheus metrics.

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