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Platform Engineering

16 articles in this category

AI NewsPlatform EngineeringDevOps

Why Reference Architectures May Be Sabotaging Your Platform

Jordan warns that treating reference architectures as destinations leads to high-overhead platforms like unnecessary multi-cluster Kubernetes setups.

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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 NewsDevOpsPlatform Engineering

DevOps to Platform Engineer: The Career Shift Nobody Explains Properly

Gartner predicts 80% of large engineering organizations will have dedicated platform teams by 2026, up from 45% in 2022, as DevOps struggles to scale.

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AI NewsPlatform EngineeringDevOps

Beyond Configuration: Why Infrastructure Needs Stable Control Surfaces

Infrastructure tooling often fails by exposing raw configuration primitives rather than stable operational actions, increasing cognitive load during incidents.

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AI NewsKubernetesPlatform Engineering

containerd at Scale: 5 Day-2 Failure Patterns for High-Density Kubernetes

Discover five critical containerd failure patterns at 400–1,000 containers per node, including shim memory taxes and gRPC socket saturation.

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AI NewsPlatform EngineeringDevOps

Leveraging Conway’s Law for Productive Platform Engineering

Platform engineering without a product mindset can cause an 8% drop in throughput and a 14% drop in stability according to the 2024 DORA Report.

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AI NewsPlatform EngineeringCloud Infrastructure

Standardizing Infrastructure with Crossplane v2: The SIPOC Assembly Line Model

Crossplane v2 revolutionizes platform engineering by adopting a SIPOC mental model to automate standardized cloud resource delivery with assembly line logic.

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AI NewsPlatform EngineeringDistributed Systems

GitHub Refines Layered Defenses to Reduce False Positives

GitHub engineers resolved a 'Too Many Requests' error issue caused by outdated abuse-mitigation rules, affecting a tiny fraction of total traffic, on the order of a few requests per 100,000.

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AI NewsPlatform EngineeringPayment Systems

Airbnb's Global Checkout Expansion with “Pay as a Local”

Airbnb expands its global checkout with the “Pay as a Local” initiative, supporting over 20 locally preferred payment methods across 220 markets.

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AI NewsSoftware EngineeringPlatform Engineering

QCon London 2026: Focus on System Integration and Production AI Engineering

QCon London 2026, returning March 16–19, will feature 15 tracks for senior leads, with key sessions on Model Context Protocol (MCP) and AI engineering.

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AI NewsMobile DevelopmentPlatform Engineering

Uber Redesigns Mobile Analytics Platform for Cross-Platform Consistency

Uber Engineering standardized mobile event instrumentation across iOS and Android, reducing custom events by 40% and improving data reliability.

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AI NewsPlatform EngineeringMachine Learning

LinkedIn’s AI Agent Platform Prioritizes Execution and Observability

LinkedIn unveiled an internal platform for AI agents at QCon AI NY 2025, focusing on structured specifications and orchestration for enhanced agent observability.

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AI NewsPlatform EngineeringDevOps

Platform Engineering for AI: Scaling Agents and MCP at LinkedIn

LinkedIn is scaling AI agents across thousands of developers, achieving productivity gains by treating agents as a new execution model and leveraging the Model Context Protocol (MCP).

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AI NewsPlatform EngineeringResilience

Overload Protection: The Missing Pillar of Platform Engineering

Overload protection is often overlooked in platform engineering, leading teams to create fragile fixes and increasing reliability debt.

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AI NewsDevOpsPlatform Engineering

The Top 5 Features of Internal Developer Platforms

A recent report highlights the top 5 features of successful Internal Developer Platforms (IDPs): build, deployment, infrastructure, test automation, and monitoring/observability.

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AI NewsAI ArchitecturePlatform Engineering

Inside the Architectures Powering Modern AI Systems: QCon San Francisco 2025

QCon San Francisco 2025 focuses on real-world AI architecture challenges, featuring insights from Netflix, Meta, Intuit, and Anthropic on building scalable, reliable AI systems and infrastructure.

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