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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

Evolutionary Architecture in Practice

Discover how to keep software evolvable as systems, technology, and teams shift. This edition explores agentic fitness functions for semantic drift, treating human comprehension as a core design metric, cross-cloud guardrails for regional autonomy, and aligning technical boundaries with Conway’s Law. Move beyond static diagrams to continuous feedback systems that keep change safe and intentional.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

What 25 Trillion Tokens Reveal About How Developers Actually Adopt AI Agents

Brendan O'Leary discusses how real-world AI adoption depends on building trust rather than chasing model benchmarks. Drawing from 40 trillion tokens of usage data, he explains the four rungs of the AI adoption ladder and analyzes key failure points in context construction, multi-model routing, and feedback loops to help engineering leaders successfully scale agentic workflows.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

The Minimum Viable Manager: Building Trust, Feedback, and Alignment

In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Matt Gjertsen, founder of Built and author of Minimum Viable Manager, about the three foundational skills every first-time manager needs, how to build trust and give effective feedback, and why human leadership skills matter even more in the age of AI.

All in culture-methods

DevOps

Featured in DevOps

Exploding GPUs

Andrew Martin discusses why AI security is fundamentally tied to Kubernetes security. He shares insights into the evolving AI threat landscape, covering non-deterministic agent behavior, GPU supply chain vulnerabilities, shared compute risks, and practical defense strategies - from prompt firewalling to agentic identity - to help secure cloud-native AI workloads in production environments.

All in devops

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Production AI across agents, context, evals, security, and infrastructure, from the senior engineers building it.
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AI, ML & Data Engineering

SpringXD being Re-architected and Re-branded to Spring Cloud Data Flow

Pivotal announced a complete re-design of Spring XD, its big data offering, during last week’s SpringOne2GX conference, with a corresponding re-brand from Spring XD to Spring Cloud Data Flow. The new product is focussed on orchestration.

Charles Humble
on Sep 25, 2015

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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Evolutionary Architecture in Practice

What 25 Trillion Tokens Reveal About How Developers Actually Adopt AI Agents

The Minimum Viable Manager: Building Trust, Feedback, and Alignment

Exploding GPUs

Helpful links

Choose your language

News

SpringXD being Re-architected and Re-branded to Spring Cloud Data Flow

ZCS Command Injection via SNMP Handlers Enables Unauthenticated Remote Code Execution

Olson and Söderqvist Discuss Valkey’s Evolution and Future Past Caching Use Cases at OSS EU

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

Uber Automates Dependency Analysis Across Its Service Mesh

Evolutionary Architecture in Practice

Meta Extends Confidential Computing to AI Glasses with Private Processing

Optimizing Software Workflow: Exploring Fundamental Impacts in Technology

The Minimum Viable Manager: Building Trust, Feedback, and Alignment

The Reinvention of the Dev Team

Google EnvHarness Enables Self-Evolving Agents to Learn in Dynamics Environments

AI in Production: Panellists Highlight Silent Failures, Harness Engineering, and Agent Governance

AWS Introduces Strands Decider 2B and Strands Box for AI Agent Development

Grafana Applies SLOs and Error Budgets to AI Agent Behaviour

Exploding GPUs

Chainguard Launches Secure Workspaces and Checks for AI Coding Agents

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