AI coding boom exposes cracks in cloud development 2026-10-22 at 07:30 By Anamarija Pogorelec Developers are encountering bugs, testing delays and disruptions in shared cloud environments as AI increases the volume of code they produce, according to LocalStack’s 2026 State of AI in Cloud Development report. More code adds to the testing workload Sixty-five percent […]
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AI-generated changes create review bottlenecks in software delivery 2026-10-15 at 07:30 By Anamarija Pogorelec 83.4% of respondents who use DevOps practices run CI/CD pipelines, making them the most widely adopted practice in that group, according to JetBrains’ The State of CI/CD in 2026 report. Adoption exceeds that of containerisation and orchestration, infrastructure as code, GitOps […]
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GitHub adopts cheaper AI model to catch secrets developers leave in code 2026-10-14 at 12:26 By Anamarija Pogorelec GitHub has trained a credential classifier to improve generic secret detection and reduce false alerts. The new pipeline cut median post-push scan execution time by 86% and model serving costs by more than 98% compared with its […]
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GitHub adds AI to catch passwords before a code push 2026-10-08 at 12:02 By Anamarija Pogorelec GitHub has announced an AI detector, developed with Microsoft Applied Sciences, to help prevent developers from uploading passwords and other credentials to code repositories. The ModernBERT-based classifier will expand GitHub’s push protection, which checks code for secrets and can […]
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Qodana 2026.2 adds post-quantum crypto checks for JVM code 2026-08-03 at 14:21 By Anamarija Pogorelec Qodana 2026.2 shipped with new security inspections, published benchmark results, post-quantum cryptography checks, and coverage reporting that no longer has to be pointed at the reports. The security work sits in the .NET linter and runs by default. Qodana tracks […]
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Google gives developers an AI bug hunter that also writes patches 2026-07-24 at 11:53 By Sinisa Markovic Google has launched a preview of CodeMender, an AI agent built to scan code for security flaws, confirm they are exploitable, and generate fixes for developers to review. (Source: Google) The company describes it as a response to […]
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Small teams are the heaviest users of AI coding agents 2026-07-22 at 09:00 By Sinisa Markovic The pull request arrives with the tests already run and the description already written, the work of an agent that handled the whole thing on its own. Somebody still has to read it. On GitHub that somebody is usually […]
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A forensic tool for backdoored code completions in AI assistants 2026-07-20 at 08:00 By Sinisa Markovic Developers lean on AI coding assistants for a growing share of their daily work, letting the tools predict the next few lines and accepting many suggestions with a quick glance. Those tools learn from large collections of code, and […]
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What public money does to open-source projects 2026-07-16 at 08:30 By Mirko Zorz Most of the software running inside a typical company was written by volunteers the company never paid. Open-source code sits under web apps, build pipelines, and the machine learning stacks getting so much attention right now. Roughly 96 percent of codebases carry […]
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The open source library holding up your stack might have one maintainer 2026-07-10 at 10:00 By Sinisa Markovic Every serious software product runs on code that someone else wrote and released for free. A web service leans on a cryptography library, a data pipeline pulls in a parser, and a mobile app ships a handful […]
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AI-generated code risks reach security, legal, and compliance teams 2026-07-01 at 08:00 By Mirko Zorz Most engineering organizations write code with AI, and a good number of them keep that code away from customers. A Flux survey of engineering leaders and practitioners found that nearly half run AI-generated code in production. Almost every company in […]
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Senior engineers are spending their week cleaning up AI-generated code 2026-06-15 at 07:00 By Anamarija Pogorelec At most U.S. technology companies, machines now write the bulk of the code that ships each week. The engineer’s job has shifted toward reviewing what the AI produces, and that review gives the code high marks. Leaders rate AI-generated […]
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The security questions around Chinese AI coding models in U.S. software 2026-06-09 at 08:46 By Anamarija Pogorelec Software developers across the United States are using AI models built in China to write, debug, and review code, drawn by prices below those of American alternatives. These models carry risks for the security of American software, according […]
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GitHub Copilot app launches as desktop home for AI coding agents 2026-06-08 at 07:15 By Sinisa Markovic GitHub introduced the Copilot app, a desktop application built for working with AI coding agents, at Microsoft Build 2026. The release expands GitHub’s Copilot product line beyond editor integrations and command-line tools into a dedicated workspace for directing […]
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New Edamame Platform Aims to Catch AI Coding Agents Going Off the Rails 2026-05-28 at 17:54 By Kevin Townsend France-based startup Edamame says its runtime verification platform uses host telemetry and AI analysis to detect coding-agent “intent drift,” secret theft and supply-chain attacks in real time. The post New Edamame Platform Aims to Catch AI […]
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Silent Drift: How LLMs Are Quietly Breaking Organizational Access Control 2026-03-30 at 17:30 By Kevin Townsend LLMs can write complex Rego and Cedar code in seconds, but a single missing condition or hallucinated attribute can quietly dismantle your organization’s least-privilege security model. The post Silent Drift: How LLMs Are Quietly Breaking Organizational Access Control appeared […]
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AI frenzy feeds credential chaos, secrets leak through code, tools, and infrastructure 2026-03-27 at 20:33 By Anamarija Pogorelec Code keeps moving through pipelines, and credentials continue to surface alongside it. GitGuardian’s State of Secrets Sprawl 2026 puts the count at 28.65 million new hardcoded secrets in public GitHub commits in 2025, extending a multi-year rise […]
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GitHub enables multi-agent AI coding inside repository workflows 2026-02-05 at 13:02 By Anamarija Pogorelec GitHub has expanded Agents HQ, enabling AI coding agents such as GitHub Copilot, Claude by Anthropic, and OpenAI Codex to execute development tasks directly within GitHub and developer editors while preserving repository context, session history, and review workflows. Copilot Pro+ and […]
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OpenAI releases Codex macOS app for agent-based software development 2026-02-03 at 13:17 By Anamarija Pogorelec OpenAI has launched the new Codex app for macOS, a dedicated workspace for managing multiple AI coding agents in parallel. The app is designed to help developers reduce repetitive work and focus on higher-level engineering tasks. Codex can write features, […]
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Unbounded AI use can break your systems 2026-01-22 at 08:01 By Help Net Security In this Help Net Security video, James Wickett, CEO of DryRun Security, explains cyber risks many teams underestimate as they add AI to products. He focuses on how fast LLM features are pushed into live applications without limits or guardrails. The […]
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