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72 articles
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For years, we talked about technical debt as something that quietly piles up while teams ship fast and skip cleanup. You take a shortcut now, but you pay for it later, usually at the worst possible time. A newer version of that pr…
Showing 1–24 of 72
Blogs
AI is speeding up dependency decisions, making point-of-selection security essential for reducing vulnerable components, downstream tickets and avoidable rework.
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.
Blogs
Sonatype says 91 Spring vulnerabilities affecting more than 209,000 software components highlight how AI is accelerating vulnerability discovery and creating a new patching challen…
AI
AI-powered patching and coding is putting us on a track towards a deepening dependency on future frontier models. The modern tools we use today to fix yesterday’s coding problems a…
AI
How Claude Code accelerated development on an unfamiliar stack while proving that production-ready AI-generated code still requires human judgment.
AI
AI coding boosts velocity, but without stronger review, governance and codebase visibility, teams risk higher costs, security gaps and production failures. TL;DR
Best Practices
With AI, teams across organizations are now building internal applications faster than ever, often pulling in open source libraries and frameworks without much thought about long-t…
Blogs
A Harness survey reveals that while 89% of organizations see AI boosting developer productivity, a third of the workday is consumed by untracked AI tasks like fixing bugs, code rev…
Blogs
Passive consumption of open source software creates hidden costs, including $670,000 annually in internal workarounds; however, organizations that shift to upstream contribution re…
AI
GitHub’s open-source Spec Kit aims to eliminate “vibe coding” by prioritizing durable specifications over vague prompts, providing a structured, agent-agnostic workflow for Copilot…
Blogs
There is a particular flavour of engineering dysfunction that looks, from the outside, like peak performance. Deployments are frequent. Sprint velocity is high. The feature backlog…
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
Generative AI (GenAI) is revolutionizing DevOps by automating manual tasks, enhancing productivity, and reducing errors. By integrating GenAI, teams can streamline workflows and de…
Blogs
A global survey of 2,039 Java developers published today finds 63% reporting that dead and unused code adversely affects their team’s productivity, with 22% describing the impact o…
AI
Discover strategies for managing AI-generated technical debt and maintaining quality in software delivery as engineering teams accelerate their development processes.
AI
Vibe coding uses AI to write software fast — but without developer oversight, it can introduce security flaws, technical debt and compliance risks.
AI
Tabnine introduces Tabnine Agentic, a new generation of AI agents that automate multi-step DevOps workflows including refactoring, debugging, and documentation. Built on Tabnine’s…
Blogs
Manual vulnerability remediation drains time, innovation, and security. Learn how intelligent remediation eliminates hidden technical debt and accelerates DevSecOps.
AI
AI codegen is transforming software development — but as speed and complexity increase, so does fragility. AI for site reliability will need to keep pace to avoid system breakdown…
Blogs
Is there a silent threat of technical debt looming in your organization? You probably should take a deeper look. Modern software systems are composed of hundreds of interdependent…
Contributed Content
In a survey of over a thousand CIOs, CTOs, CISOs and other tech execs conducted by Protiviti, organizations spend an average of 30% of their total IT budgets on managing technical…
Blogs
While technical debt, the accumulated cost of quick fixes and legacy code, is a familiar concept, cultural debt often goes unnoticed.
Blogs
Although a microservices architecture offers agility and scalability, it often introduces new complexity that can become overwhelming if left unchecked.
