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Development

Featured in Development

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python bottlenecks with Rust via PyO3, demonstrating how to achieve dramatic function-level speedups, seamless integration testing, and meaningful infrastructure cost savings without microservice overhead.

All in development

Architecture & Design

Featured in Architecture & Design

Building a Session-Ordered Kafka Pipeline in Go

The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels. The solution required application-level routing, consistent hashing, retries, and contiguous watermark commits. Engineers conducted operational hardening supported by extensive performance testing.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Building Reusable Evaluation Frameworks for Agentic AI Products

Susan Chang explains how Elastic transitioned from siloed, ad-hoc AI agent evaluations to a unified, production-grade framework. She discusses balancing LLM-as-a-judge with deterministic rules, bridging Python data science evals with TypeScript production code, and implementing deep tracing to catch regressions across complex RAG and cybersecurity workloads while preserving domain context.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

The Reinvention of the Dev Team

Hannah Foxwell shares how the surge of agentic coding forces engineering leaders to rethink team dynamics. She discusses three key anchors for navigating AI-driven velocity: building software worth building, prioritizing automated safety over speed, and preserving the human element through generalist "broken comb" skillsets and sustainable on-call practices.

All in culture-methods

DevOps

Featured in DevOps

Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure

Matthew Liste explains the 12 core principles of building scalable, reliable platforms for enterprise tech teams. From avoiding technical debt and managing deprecation to building a strong engineering culture, Liste discusses how to design infrastructure platforms that reduce complexity, streamline developer workflows, and deliver long-term value for senior architects and engineering leaders.

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Technological Sovereignty Requires Choice, Skills, and Support, Panelists Say During OSS EU

European organisations can enhance their technological sovereignty by developing credible alternatives and acquiring necessary skills, rather than completely avoiding global providers. A panel discussion at the OSS EU highlighted the importance of understanding dependencies in cloud and hardware, and emphasized the need for practical choices in software for effective operational sovereignty.

Olimpiu Pop
on Oct 08, 2026

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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Building a Session-Ordered Kafka Pipeline in Go

Building Reusable Evaluation Frameworks for Agentic AI Products

The Reinvention of the Dev Team

Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure

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Technological Sovereignty Requires Choice, Skills, and Support, Panelists Say During OSS EU

Technological Sovereignty Requires Choice, Skills, and Support, Panelists Say During OSS EU

The Async Multiprocessing Has Sound Foundations in Linux, But Further Testing Is Needed

Flagged by the Machine: How Google Ads Suspended an Open-Source macOS Term as Malicious

Grab Redesigns Counter Service Storage for 50% Lower P99 Latency

Building a Session-Ordered Kafka Pipeline in Go

Akka Tests Spec-Driven AI Delivery across 65 Open Source Projects

The Reinvention of the Dev Team

How to Develop Software Engineering Skills in the Age of AI

Keeping the Mainline Green across Diverse Language Monorepos

Multi-Agent Patterns from Spotify’s AI Powered Advertising Platform

Cloudflare Open Sources Decision Models for AI Agents

Survey Finds AI-Generated Code Increases Debugging and Failure Rates and Creates a Comprehension Gap

OpenTelemetry Makes Kubernetes Attributes Processor Stable as Observability Schema Matures

Building Resilient Platforms: Insights from 20+ Years in Mission-Critical Infrastructure

Future Cybersecurity: Hardware Memory Safety, Automated Governance and Post-Quantum Cryptography

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