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Rigorous Yet Sustainable Human Reviews in the AI Era

Mandatory AI checks paired with manual spikes for complex changes keep developers sharp. Teams can boost velocity by skipping peer reviews on low-risk PRs and using AI approvals, provided most developers are code owners and teams are small. By Ben Linders

Rigorous Yet Sustainable Human Reviews in the AI Era

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Mandatory AI checks paired with manual spikes for complex changes keep developers sharp. Teams can boost velocity by skipping peer reviews on low-risk PRs and using AI approvals, provided most developers are code owners and teams are small. By Ben Linders

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DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags البرمجيات

DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags

DoorDash built a multi-agent LLM system to automate stale feature flag cleanup across more than 60,000 flags and 623 repositories. The workflow combines live experimentation data through MCP, engineer approval, isolated Git worktrees, parallel agents, and automated validation. In an evaluation of 50 flags, 45 produced usable pull requests at an average of 13.8 minutes and $4.79 per cleanup. By Leela Kumili

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Presentation: Complexity and Creativity in Software Engineering البرمجيات

Presentation: Complexity and Creativity in Software Engineering

Phillip Mortimer discusses the shift toward write-only software driven by AI code generation. He explains why traditional pull requests are broken and shares how engineering leaders can manage complexity by decoupling intent from implementation, automating code reviews, and building self-healing architecture to unleash developer creativity across senior engineering and architecture teams. By Phillip Mortimer

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htmx 4.0: A fetch Based Rewrite, Built-In Morphing Swaps, and Explicit Attribute Inheritance البرمجيات

htmx 4.0: A fetch Based Rewrite, Built-In Morphing Swaps, and Explicit Attribute Inheritance

htmx 4 has been released, featuring a transition from XMLHttpRequest to the fetch() API, enhancing streaming capabilities. Key updates include built-in morphing swaps for DOM state preservation and an hx-partial tag for cleaner updates. Attribute inheritance is now explicit, with event names standardized. The library maintains focus on minimal JavaScript while remaining popular among frameworks. By Daniel Curtis

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