Spotify More Than Doubled Monthly Code Changes as AI Accelerated Development
Spotify reports that AI-assisted development more than doubled monthly merged changes, prompting a review of quality and reliability controls across…
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Presentation: Context Is the New Code
Patrick Debois discusses how to manage, evaluate, distribute, and observe context using proven software engineering practices. He shares how treatin…
Agents Refactor 300K Lines in Three Weeks, and Practitioners Ask What It Proves
CodeScene has published a case study in which coding agents refactored 300,000 lines of C over three weeks for roughly $4,000 in tokens, verified by…
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 a…
Article: Agentic Fitness Functions: Extending Evolutionary Architecture Beyond Deterministic Rules
Deterministic rules safeguard hard metrics, but what about architectural intent? Discover how agentic fitness functions combine AI agents and versio…
GitHub Code Quality Targets Maintainability as AI-Generated Code Increases
GitHub Code Quality is now generally available on GitHub Enterprise Cloud and GitHub Team. The service combines CodeQL analysis with AI-assisted det…
Ponytail Agent Skill Corrects Its Own Benchmark After Contributor Challenge
A single-author repo of instruction files, not code, Ponytail passed 44,000 GitHub stars in nine days by making coding agents stop over-building. It…
Discord Reveals How a Hidden Circular Dependency Triggered Its March Voice Outage
Discord has released a detailed postmortem on its March 25, 2026, voice outage, revealing that a previously undetected circular dependency in its vo…
Anthropic Traces Six Weeks of Claude Code Quality Complaints to Three Overlapping Product Changes
Anthropic published a postmortem tracing six weeks of Claude Code quality complaints to three overlapping product-layer changes: a reasoning effort…
Applying Best Simple System for Now for Software Design
Choosing between building up technical debt and missing delivery deadlines is a false dichotomy, Daniel Terhorst-North argued in his talk Best Simpl…