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21 articles
Blogs
AI coding agents make code generation cheap, shifting engineering value toward standards, deterministic quality gates, contextual review and human judgment about what should ship.
Showing 1–21 of 21
Blogs
The next DevOps challenge is not generating more software. It is proving, quickly and repeatedly, that a growing volume of machine-generated change is fit to ship.
AI
Anthropic’s AI-native SDLC playbook argues that faster coding is shifting the bottleneck to planning, testing, governance, deployment and operations.
Blogs
GitHub Copilot can now submit binding pull request approvals, moving AI code review from advisory feedback into the merge decision itself.
Blogs
VS Code 1.135 adds Rubber Duck AI review, persistent agent sessions, Agent Host infrastructure and clearer token usage as Microsoft builds a more agentic IDE.
AI
Developer resistance to AI is less about job loss than a deeper shift from hands-on coding to supervising, validating and orchestrating AI-generated work.
AI
When agents write code and open pull requests faster than humans can read them, ‘the diff looked fine’ stops being a control. The durable controls live outside the agent’s reasonin…
Video Interviews
The XZ Utils backdoor was a wake-up call, but the underlying problem it exposed has not gone away. Sophisticated adversaries are playing the long game, spending months or years ear…
Blogs
GitHub Copilot CLI’s “Rubber Duck” experimental feature uses cross-family model collaboration (Claude + GPT-5.4) to catch architectural flaws and reduce logic errors.
Video Interviews
Shared staging environments were never designed for a world where dozens of changes land in a codebase every hour. Yet most engineering teams still depend on them as the primary ch…
AI
AI coding tools offer rapid productivity gains, but “governance debt” often slows delivery. Learn how to embed risk-based controls and auditability into agentic AI workflows to sca…
AI
Anthropic Code Review dispatches agent teams to find bugs in PRs. Multi-agent analysis, severity ranking, and inline fixes for Teams and Enterprise.
Blogs
Cursor’s new cloud AI coding agents can build, test, and verify software autonomously using real UI interaction. With 35% of production PRs generated by agents, software delivery i…
AI
Qodo 2.0 adds memory-enabled, task-specific AI agents to its LLM-based code-review platform, improving defect recall and F1 performance to help DevOps scale code quality as AI-gene…
AI
AI has eliminated the bottleneck of writing code—but introduced massive uncertainty in verifying it. This piece explores why deterministic guardrails, smarter linters, and eBPF-dri…
AI
Vibe coding uses AI to write software fast — but without developer oversight, it can introduce security flaws, technical debt and compliance risks.
Blogs
Sonar’s SonarSweep improves AI-generated code by reducing bugs and vulnerabilities, helping organizations train more reliable AI models.
AI
Atlassian launches Rovo Dev, an AI coding agent for writing, reviewing, and planning code, bundled with Bitbucket, Compass, and DX in the new Software Collection.
AI
OpenAI’s GPT-5-Codex is built for real-world enterprise software engineering, handling long-running tasks, complex refactoring, and intelligent code reviews with strong security an…
Blogs
CodeRabbit expands its AI-powered code review platform with CLI support, auto unit test generation, custom pre-merge checks, and an MCP client. Backed by $60M in new funding, CodeR…
AI
Generative AI accelerates software delivery but also reintroduces vulnerabilities, making secure coding practices, oversight, and developer training essential for safe adoption.
