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23 articles
AI
AI is automating coding, but software engineering still requires human judgment. Explore what shifting developer demand means for DevOps, QA and software delivery.
Showing 1–23 of 23
Blogs
The debate isn’t new — but the stakes are. In 2026, the gap between companies that get this decision right and those that don’t is measured in product cycles, burn rate, and compet…
Blogs
A familiar pattern is emerging in observability conversations. As telemetry volumes grow and costs rise, the default recommendation is often to collect less data: Sample more, reta…
AI
Anthropic’s AI-native SDLC playbook argues that faster coding is shifting the bottleneck to planning, testing, governance, deployment and operations.
AI
Debian’s new AI contribution policy avoids bans and mandatory disclosure, instead making developers responsible for reviewing AI-generated work and protecting sensitive data.
AI
How Claude Code accelerated development on an unfamiliar stack while proving that production-ready AI-generated code still requires human judgment.
Blogs
For most of the past decade, the conversation around regression testing tools was fairly stable. The tools got faster, the integrations got smoother, and the underlying approach st…
Blogs
DORA metrics have been a reliable compass for engineering teams for over a decade. Deployment frequency, lead time for changes, change failure rate, mean time to recovery, and reli…
Blogs
VS Code 1.115 adds the VS Code Agents companion app, better browser tools, and background terminal interaction for agentic development workflows.
Blogs
Anthropic introduces Ultraplan, a research preview for Claude Code that shifts complex coding plans from the terminal to a collaborative cloud environment. This feature enables dev…
AI
AI agents can now generate in minutes what once took teams weeks, but the real shift is not faster coding. It is the collapse of code scarcity. As software production becomes indus…
AI
Google’s latest Gemini Code Assist updates focus on workflow, not hype: Agent Mode with Auto Approve, inline diffs, a Context Drawer, custom commands, Finish Changes, and Outlines…
Blogs
VS Code 1.110 ships agent plugins, hooks, and persistent memory. Microsoft is embedding control plane primitives into the IDE for AI agent governance.
AI
Google’s new Developer Knowledge API and MCP server provide AI assistants with direct access to up-to-date Google developer documentation.
AI
Discover strategies for managing AI-generated technical debt and maintaining quality in software delivery as engineering teams accelerate their development processes.
Best of 2025
New research analyzing 153 million lines of code reveals AI tools may accelerate development but potentially at the expense of maintainable, quality code.
AI
MIT researchers propose a new framework to make software clearer and safer by organizing code into “concepts” and “synchronizations” for better visibility.
AI
Hugging Face’s new VS Code extension makes GitHub Copilot Chat more flexible, enabling developers to test open-source LLMs like DeepSeek and GLM 4.5.
Blogs
GitHub launches the MCP Registry, a centralized hub for discovering and deploying Model Context Protocol servers. Backed by partners like Figma, Postman, HashiCorp, and Dynatrace,…
AI
We’re in a transition, not a rush: Developers are open to AI, but they’re also wise—and rightly cautious—about when and how they trust it, notes Alan. Read the full op-ed for more…
AI
Google’s new Gemini CLI GitHub Actions transforms repository management with AI-powered automation for issue triage, code reviews and collaboration.
Blogs
DeepCoder-14B-Preview matches proprietary models with just 14B parameters, democratizing AI coding assistance through open-source reinforcement learning techniques.
AI
New research analyzing 153 million lines of code reveals AI tools may accelerate development but potentially at the expense of maintainable, quality code.
