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Development

Featured in Development

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continuation cuts overhead dramatically. Caching context server-side can reduce client-sent data by 80%+ and improve execution time by 15–29% .

All in development

Architecture & Design

Featured in Architecture & Design

Platform Engineering: Lessons from the Rise and Fall of eBay Velocity

Randy Shoup discusses the "Velocity Initiative," a transformation that doubled engineering productivity and modernized eBay’s DORA metrics. He shares the technical playbook used to scale 4,500 services while explaining why even elite engineering execution can’t save a company hampered by waterfall planning, risk aversion, and a "pathological" culture of fear.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Reimagining Platform Engagement with Graph Neural Networks

Mariia Bulycheva discusses the transition from classic deep learning to GNNs for Zalando's landing page. She explains the complexities of converting user logs into heterogeneous graphs, the "message passing" training process, and the technical pitfalls of graph data leakage. She shares how a hybrid architecture solved inference latency, delivering contextual embeddings to a downstream model.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Sam Bhagwat, co-founder and CEO of Mastra, about building and sustaining open source communities, the emerging discipline of AI engineering and evals, and how cross-functional Tiger Teams are key to shipping agentic applications.

All in culture-methods

DevOps

Featured in DevOps

Beyond One-Click: Designing an Enterprise-Grade Observability Extension for Docker

Docker Extensions boost developer speed but create a "visibility gap" by isolating telemetry. To meet enterprise needs, extensions must act as bridges to centralized platforms. This article details how to use OpenTelemetry, policy-as-code, and encryption to build secure pipelines. Learn to balance developer productivity with the governance required for scalable, compliant observability.

All in devops

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Google Released Gemma 4 with a Focus On Local-First, On-Device AI Inference

With the release of Gemma 4, Google aims to enable local, agentic AI for Android development through a family of models designed to support the entire software lifecycle, from coding to production.

Sergio De Simone
on Apr 13, 2026
Enterprises Can Now Create Google+ Accounts

Google+ is now available to businesses wanting to expand collaboration and data sharing between their users. Hangouts with Extras bring secured audio/video sessions integrated with document and screen sharing.

Abel Avram
on Oct 28, 2011

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Topics

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

Platform Engineering: Lessons from the Rise and Fall of eBay Velocity

Reimagining Platform Engagement with Graph Neural Networks

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Beyond One-Click: Designing an Enterprise-Grade Observability Extension for Docker

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Choose your language

News

Google Released Gemma 4 with a Focus On Local-First, On-Device AI Inference

Enterprises Can Now Create Google+ Accounts

Cloudflare Introduces EmDash: TypeScript CMS Positioned as WordPress Successor

Stateful Continuation for AI Agents: Why Transport Layers Now Matter

When Every Bit Counts: How Valkey Rebuilt Its Hashtable for Modern Hardware

Platform Engineering: Lessons from the Rise and Fall of eBay Velocity

Lyft Scales Global Localization Using AI and Human-in-the-Loop Review

How SBOMs and Engineering Discipline Can Help You Avoid Trivy’s Compromise

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Developing Your Leadership Skills toward Principal Engineering

Local First – How to Build Software Which Still Works after the Acquihire

Anthropic Paper Examines Behavioral Impact of Emotion-Like Mechanisms in LLMs

Reimagining Platform Engagement with Graph Neural Networks

Anthropic Releases Claude Mythos Preview with Cybersecurity Capabilities but Withholds Public Access

New Rowhammer Attacks on NVIDIA GPUs Enable Full System Takeover

Beyond One-Click: Designing an Enterprise-Grade Observability Extension for Docker

Airbnb Migrates High-Volume Metrics Pipeline to OpenTelemetry

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