SitecoreAI, the unified platform launched by Sitecore at Symposium 2025, retains the event-driven integration model of XM Cloud, allowing outbound HTTP webhooks for authoring actions. The platform sup…
A developer who built an AI-assisted code grading tool discovered a potential flaw in its scoring rules: overlapping rules could double-charge projects for the same underlying defect, disproportionate…
AWS Labs has released the AWS Knowledge Model Context Protocol (MCP) Server, an open-source tool that connects AI assistants like Claude and Copilot to real-time AWS documentation, blog posts, and ann…
A developer has launched a free, browser-based schema validator for Model Context Protocol (MCP) tool definitions, designed to catch both spec violations and practical compatibility issues that cause …
Lucky Jha, a final-year engineering student, has returned to machine learning after exploring full-stack development and data engineering, driven by advice from his mentor Gaurav Surana that data pipe…
A developer who runs multiple coding agents in parallel now merges pull requests without reading the diff, having moved code review checks to earlier stages. They enforce strict linting rules as error…
A developer built a multi-agent AI system using the qm-agent library and Node.js, achieving a 20% reduction in task completion times by implementing parallel delegation. The system, which powers Farah…
A developer argues that AI will not replace software but will transform the industry by making development easier and shifting value to AI-driven workflows. The post highlights recent AI tools like Cl…
A developer argues that AI cannot replace technical writers because it fails to capture 'institutional debt'—the undocumented knowledge and historical context behind messy codebases. While AI can desc…
An engineer detailed how to build a cost ledger for AI coding agents, tracking session-level spend to identify wasteful patterns like repeated context reads and blocked approvals. The guide emphasizes…
A developer built Sidekick, a Chrome extension that lets sports fans chat in real time while watching live matches. The extension detects the current sporting event using an AI model and creates a sha…
A developer built a custom Model Context Protocol (MCP) server that enables Claude to read draft blog posts and publish them directly to Dev.to, bypassing the UI. The project involved creating two MCP…
Developer Kim Beomgyu has released budget-guard, an open-source circuit breaker that enforces hard daily dollar caps on LLM API spending, with a LangChain.js adapter that integrates via a single callb…
A developer explains why their team built a forum for families of children with disabilities instead of a chatbot, arguing that the cost of a wrong answer multiplied by time to detect it is the critic…
A developer building Kitwork, a runtime, language, compiler, bytecode engine, and virtual machine, shared reflections on the value of building in public and respectful criticism. The developer noted t…
A team built a data-analysis agent that generated business reports but found that self-review failed to catch obvious errors, such as negative monthly sales, because the generator and checker were the…
An engineer's practical guide to selecting memory stores for AI agents argues that vector databases are often overkill, citing that 95% of agent time in a university admissions scraper was spent on si…
A developer discovered that the CLAUDE.md file in their repository has been tracked by git and simultaneously listed in .gitignore since the commit that created it. The developer explains that while g…
A developer built an on-premise RAG stack that runs without GPU, cloud, or Docker, designed for public sector health information systems. The stack uses ASP.NET Core 9, Ollama, Qdrant, and Mistral 7B,…
LectuLibre, an AI-powered book translation platform, has introduced an interactive Translation Assistance feature that streams real-time suggestions from Claude for tricky passages. The feature, built…