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software-engineering

744 articles in this category (Page 2 of 31)

AI NewsAI/MLSoftware Engineering

12 Failure Classes and 30 Billion Tokens Spent: What We Learned About Trusting AI Coding Agents

Analysis of 12 failure classes from 30 billion tokens reveals how to govern AI coding agents with pre-execution enforcement.

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AI NewsSoftware EngineeringStartup

How a 3-Person Startup Reaches MVP Faster with Lean Inception and Reusable Packages

Devtype's 3-person team uses Jira, weekly sprints, and reusable packages across 5 domains to streamline workflow and reach MVP faster.

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AI NewsSoftware EngineeringDeveloper Tools

Interactive Kafka Playground Makes Partitions, Keys, and Consumer Groups Visible

Devanshu Biswas builds a browser-based Kafka playground that visualizes partitions, keys, consumer groups, offsets, and lag without a broker.

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AI NewsSoftware EngineeringCareer Development

Why a Dev Who Retired at 26 to Live on a Beach Is Coming Back to Tech After 7 Years

Engineer Adi Cheo left tech at 26, lived in a van in Mexico, and now returns to build a family and career after realizing freedom without roots becomes its own cage.

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AI NewsC# ProgrammingSoftware Engineering

7 C# Techniques That Slash Code and Cut Cloud Costs: Expert Habits for 2026

7 C# techniques reduce 180-line validation to 28 lines, cut Azure bill 18% via Span-based optimization

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AI NewsDevOpsSoftware Engineering

Why Code Isn't the Only Cause of Production Failures: Insights from SRE Expert Anish

Production failures often stem from system complexity, not just code bugs—learn how autonomous SRE tools like Traversal prevent incidents at petabyte scale.

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AI NewsAI & Machine LearningSoftware Engineering

Stop Writing Bigger Prompts: Start Writing Better Task Contracts for AI Workflows

Stop writing bigger prompts. Start writing task contracts with five parts: goal, context, constraints, deliverable, acceptance checks, engineer Balraj Singh says.

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AI NewsSecuritySoftware Engineering

55,000 Fake Signups in One Night: A Bot-Detection Post-Mortem

A bot-detection startup faced 55,388 fake signups in a single night due to missing rate limits and misconfigured dogfooding of its own API.

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AI NewsSoftware EngineeringCloud & Infrastructure

Infrastructure as Code with TSX to Terraform: 8 Lines Generate 248 Lines of AWS Infrastructure

Dinghy's TSX-to-Terraform approach lets eight lines of code generate 248 lines of infrastructure including VPC, subnet, IAM, and EC2.

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AI NewsAISoftware Engineering

Loop Engineering Replaces Prompt Engineering: How Autonomous AI Loops Could 10x Your Coding Bill Without Guardrails

Designing autonomous loops for AI coding agents could 10x costs overnight; budget caps, verifier models, and task routing cut bills 60-70%.

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AI NewsAI/MLSoftware Engineering

Natural Language Drift in Agentic SDLC: Why LLMs Make Ambiguity Executable

Agentic code generation removes human absorption of drift, making natural language ambiguity directly executable in software.

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AI NewsAI / Machine LearningSoftware Engineering

Live Sports Highlights Demand Real-Time AI Architecture, Not Batch Pipelines

Live sports highlight generation requires sub-minute latency, forcing a shift from batch processing to streaming architecture for AI workloads.

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AI NewsAISoftware Engineering

The LLM Is an ALU

An agent wasted four costly LLM round-trips on a single database write—revealing why models need systems architecture like CPUs.

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AI NewsAISoftware Engineering

Anthropic Quantifies Expertise Multiplier; Practitioners Build Agent-Side Control Plane

Anthropic's study of over 400K Claude Code sessions found expert users generate ~2.4x more agent actions per prompt than novices; five independent operators converge on deterministic enforcement architecture.

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AI NewsAI & MLSoftware Engineering

The AI Subsidy Crisis: Why ChatGPT and Sonnet May Never Be Profitable at $30/Month

LLMs like GPT-5.5 and Sonnet are heavily subsidized, charging $10-30/month while compute costs far exceed revenue.

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AI NewsGame DevelopmentSoftware Engineering

Turing's Freedom Machine: A Retro-Cyberpunk Physics Puzzle Game Built with Phaser 4, Matter.js, and a Custom Web Audio Synthesizer

Developer creates Turing's Freedom Machine, a physics puzzle platformer using Phaser 4 and Matter.js, featuring an Antigravity Beam and binary switches to break chains in a totalitarian mainframe.

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AI NewsNetworkingSoftware Engineering

VLSM Subnetting Mastery: How One Network Admin’s Home Lab Code Can Accelerate Your Learning

Network admin shares how building a home lab made VLSM subnetting click, providing code to help others master the concept.

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AI NewsAISoftware Engineering

Agentic AI vs AI-Assisted Engineering: The Autonomous Car Metaphor

Thiago Marinho explains the difference between agentic AI and AI-assisted engineering using the autonomous car metaphor.

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AI NewsAstrophysicsSoftware Engineering

Mastering Solar Flare Analysis: Scaling Astrophysics Pipelines with SunPy

SunPy enables astrophysicists to process petabytes of solar data by binding image arrays with World Coordinate System metadata for flare analysis.

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AI NewsMachine LearningSoftware Engineering

Unified Access to 50+ Chinese LLMs via OpenAI-Compatible API

AIWave reduces inference costs by up to 86% by unifying 50+ Chinese AI models into a single OpenAI-compatible endpoint.

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AI NewsAI AgentsSoftware Engineering

Building an Agent-First Website with HTTP 402 Monetization

Developer Beneb deploys ChangeGamer, a website run by AI agents featuring a machine-readable HTTP 402 payment gate for premium content.

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AI NewsAI AgentsSoftware Engineering

Hermes Agent Desktop App: Transitioning AI Agents from Terminal to GUI

Nous Research releases the Hermes Agent Desktop App, replacing terminal-based agent management with a visual interface for multi-agent orchestration.

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AI NewsGame DevelopmentSoftware Engineering

Engineering Solstice Survivor: Hybrid React and Canvas Architecture

Solstice Survivor leverages a hybrid React 18 and HTML5 Canvas architecture to implement a time-scaled survival mechanic during the June Solstice Game Jam.

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AI NewsSoftware EngineeringAI Productivity

Solving the New Bottleneck: Why AI Coding Tools Aren't Increasing Sprint Velocity

Engineering leaders find that while AI makes code generation the most inexpensive part of development, legacy processes now bottleneck overall delivery.

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