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Development

Featured in Development

Instrumentation at Scale: Having Your Performance Cake and Eating It Too

Brian Martin discusses the real-world performance costs of metrics libraries and shares strategies for low-overhead, "fearless" instrumentation. Drawing from his work at IOP Systems, he explores atomic primitives, per-CPU sharding, lock-free histograms, and eBPF integration to help software architects and engineering leaders maintain full system visibility without sacrificing performance.

All in development

Architecture & Design

Featured in Architecture & Design

From DVDs to Global Streaming: How Netflix’s Commerce Architecture Actually Evolved

Kasia Trapszo discusses how Netflix evolved its commerce platform from a U.S. DVD service into global infrastructure. She explains navigating international payment realities, adapting to strict regulatory mandates, decomposing monolithic architectures along domain boundaries, and re-architecting systems for massive live-event demand - proving great systems survive by continually evolving.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Beyond Prompting: Context Engineering for Production-Grade AI

Ricardo Ferreira discusses moving beyond simple prompt engineering to build production-grade AI applications. He shares practical architectural strategies for integrating long-term and short-term memory using Redis, managing LLM token limits via summarization, mitigating context rot with reranking and semantic caching, and controlling exponential API costs under strict latency constraints.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

Shift-left and DevOps have impacted how we flow changes from inception to production, but at the cost of increased cognitive load and duplication of effort across testing, security, and maintenance. This article explores the real-world challenges of rightsizing developer platforms and finding a cultural match for engineering teams who use them to reduce cognitive load and deliver change faster.

All in culture-methods

DevOps

Featured in DevOps

Can Claude Fix Itself? Using LLMs for Incident Response

Anthropic reliability engineer Alex Palcuie shares practical lessons on using LLMs for real-world incident response. He explains where AI acts as a superhuman for observing logs and traces, why it still struggles with causation versus correlation during root-cause analysis, and how engineering leaders can integrate AI into on-call workflows without eroding human expertise.

All in devops

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AI, ML & Data Engineering

Cohere’s Parse 5 Promises Efficient Multi-Modal Information Extraction From Complex Documents

Cohere has launched Parse 5, a multimodal foundation model designed to extract structured data from complex enterprise documents. The 2.3-billion-parameter system converts visually rich PDFs into Markdown while providing bounding box coordinates for visual grounding. It has been evaluated against over 2,000 enterprise pages, achieving an average score of 79.2 in key performance areas.

Olimpiu Pop
on Sep 03, 2026

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Topics

Instrumentation at Scale: Having Your Performance Cake and Eating It Too

From DVDs to Global Streaming: How Netflix’s Commerce Architecture Actually Evolved

Beyond Prompting: Context Engineering for Production-Grade AI

Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

Can Claude Fix Itself? Using LLMs for Incident Response

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Choose your language

News

Cohere’s Parse 5 Promises Efficient Multi-Modal Information Extraction From Complex Documents

Instrumentation at Scale: Having Your Performance Cake and Eating It Too

Beyond Line Charts: Why Some Diversity in Telemetry Visualization Is Long Overdue

Scott Jenson on Evolving Desktop OS, Local-First, & Agentic UX

Swiggy Uses 350+ Features and Multi-Task MLP to Predict Customer Lifetime Value

OpenAI Details GPT-Live’s Architecture for Continuous Stateful Voice Interaction

DoorDash’s Flux Runs 130,000 Engineering Tasks through Cloud-Based Agents

How to Make Testing More Sustainable

Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

How Code in the Age of Artificial Intelligence Becomes Write-Only and Disposable

Cohere’s Parse 5 Promises Efficient Multi-Modal Information Extraction From Complex Documents

Beyond Prompting: Context Engineering for Production-Grade AI

OpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents

HCP Terraform Positions Itself as the Control Plane for AI-Driven Infrastructure

AKS Looks to Make Node Disruption More Predictable with New NAP Guidance

Can Claude Fix Itself? Using LLMs for Incident Response

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