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Hackers are increasingly exploiting trusted developer tools rather than breaking into systems, with two major campaigns this week highlighting the trend. TeamPCP injected malicious code into over 1,000 open-source packag…
A developer testing heterogeneous AI code review found that context and prompt quality matter more than model lineage. Running Claude Code with full repo access and adversarial prompts caught all planted bugs, while Gemi…
AI-generated code now accounts for half to two-thirds of net new code in many organizations, but larger pull requests driven by AI tools correlate with more bugs, according to Span Field CTO Stephen Poletto. He warned th…
Nubase, an open-source AI-native backend and deploy layer, launched to let coding agents turn AI-written code into live apps in minutes. The platform bundles database, auth, storage, functions, AI gateway, memory, and cr…
Yale University researchers proposed a Contextual Copyleft AI License (CCAI) that would treat generative AI models trained on open-source code as derivative works, requiring developers to disclose model architecture and …
ContextSpy, a context window profiler for large language models and AI coding agents, launched to help developers visualize and reduce token usage. The tool intercepts LLM API requests to analyze prompt composition and t…
The software industry's shift to agentic coding makes monorepos more valuable for providing agents with better context. Companies can now treat branding, marketing, compliance, and other functions as code within a monore…
A developer open-sourced Bottega, an internal agent orchestration tool used to manage coding agents, after reporting that 100% of their production code has been written by agents for the past 8 months and that the team s…
CodeRabbit launched Automatic Repository Linking, a feature that automatically detects and links related repositories across an organization using code-level signals such as import graphs and dependency manifests, elimin…
A developer configured Claude Code to use Opus as an orchestrator and Sonnet as implementation and review subagents, keeping the main session focused and cost-efficient. The setup delegates heavy coding tasks to isolated…
Anthropic's essay "When AI builds itself," published in early June 2026, includes an unnamed employee's reflection that Business Insider highlighted as capturing workplace AI confusion: "On days where everything works we…
Jo, a new statically typed programming language, was introduced today with a design that denies side effects by default and requires explicit, fine-grained capabilities for any authority. The language's compiler checks c…
Mutation testing is now generally available in the Haskell testing framework Sydtest, providing developers with an automated tool to verify test suite thoroughness by mutating code and checking whether tests detect the c…
Microsoft at its Build developer conference in San Francisco on June 2 unveiled a new family of in-house MAI models, including a 35-billion-parameter reasoning model called MAI-Thinking-1 and a coding model called MAI-Co…
JetBrains released Mellum2, a 12-billion-parameter Mixture-of-Experts model trained on natural language and code that activates only 2.5 billion parameters per token for efficient inference. The open-source model, licens…
A developer reports that AI coding tools have shifted their focus from writing code to thinking about features, resulting in slower development but higher quality outcomes. Using voice dictation and parallel worktrees, t…
Shrijith Venkatramana, an AI engineer building the code reviewer git-lrc, argues that theorem prover Lean4 could solve a critical flaw in large language models: their inability to guarantee correctness. Unlike LLMs that …
A developer has outlined a workflow for integrating AI into development without sacrificing engineering judgment, advising teams to treat AI as a junior developer with strong recall but limited context. The approach shif…
Salesforce Engineering has transitioned from AI-assisted development to fully agentic software creation, with autonomous tools now writing code, reviewing pull requests, and managing deployments across the software devel…
Mistral AI has released Codestral, a 22-billion parameter model specialized exclusively for code generation, trained on over 80 programming languages. The model features a fill-in-the-middle mechanism optimized for low-l…