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A project manager at an IT company describes how using LLMs like Claude Code to build services with a single manager instead of a full dev team shifts project management from Agile toward Waterfall. The manager now write…
The integrated development environment (IDE) is being replaced by agentic development environments (ADEs) as AI-powered coding agents take over code writing. Developers now manage multiple agents working on different bra…
JetBrains released Mellum2, a 12-billion parameter open-source Mixture-of-Experts model that activates only 2.5 billion parameters per inference, making it twice as fast as equivalent models. Designed for high-frequency …
A developer published a comprehensive guide for running state-of-the-art LLMs locally, covering tooling, dependencies, and performance optimization. The pxpipe project introduced a technique to reduce LLM API costs for c…
A software developer reports that AI has become so integral to their daily work that they no longer feel like a programmer, as AI handles understanding tickets, writing code, reviewing, and suggesting changes. The develo…
A developer describes how combining shift-left testing with machine learning can predict where bugs will appear before code is merged. By analyzing historical defect data and commit-level features such as code churn, own…
A developer introduces the concepts of 'charter' and 'harness' to clarify how agentic coding systems are governed. The charter is defined as all authored material specifying agent behavior, including guides, tool definit…
A developer building a bare-metal operating system called V.E.L.O.C.I.T.Y.-OS discovered that Kimi K2.7, a 1-trillion parameter MoE model, exposed database credentials in generated code due to a 'safe-room security' illu…
A developer built awesome-gamedev-agent-skills, an open-source collection of 66 focused skills for AI coding agents that target specific game engine versions. The project includes a router that selects only the relevant …
Developer Simon Willison replaced Anthropic's Claude Code with OpenCode after losing trust in Anthropic due to the Fable 5 silent downgrade controversy and export-control issues. He cites open standards and open source a…
Framesmith 1.7, an open-source MCP server, provides AI coding agents with a visual canvas for UI design, enabling sketching, review, and approval before code generation. The tool includes a quality inspector that scores …
A veteran developer recounts how using AI coding assistants like Claude Code and OpenAI's Codex led him to believe the tools were limited to boilerplate tasks, but the release of Claude Opus 4.5 in November shattered his…
A new tool called HWT (Human Written Text) allows writers to record their keystrokes as they type, generating a unique code that links to a replay of the writing process. The code can be attached to any published text, e…
GitHub had its best month ever in June 2025 after switching to usage-based pricing for its Copilot AI coding tool, Chief Technology Officer Vladimir Fedorov told employees. The surge comes as GitHub faces increased compe…
Heddle, a new open-source tool, treats software units as content-addressed contracts rather than files, enabling agent loops to reuse verification, compute blast radius precisely, and regenerate code from a few hundred t…
Software competition is shifting from user interfaces to agent interfaces, with platforms winning by minimizing friction for AI agents. Coding agents like Lovable and Claude Code are making prototyping trivial, and data …
A developer created a time-awareness hook for LLM agents like Claude Code that injects timestamps at a human-like cadence, keeping the agent oriented in time without filling the context window with noise. The hook is rat…
An engineer who runs three autonomous agents—an inbox classifier, a blog assistant, and Devin for code—reveals his simple rule for delegating actions: agents can do anything reversible and inbound unattended, but anythin…
Useful Softworks released a practical checklist for supervising AI coding agents across branches, worktrees, reviews, approvals, and human intervention points, aiming to address the bottleneck of supervision as agents be…
A developer reports that AI-generated code requires an average of 17 additional edits per function to meet team style rules, and that claimed 40% productivity gains dwindle to single digits after factoring in refactoring…