A developer has built SKI, a free desktop app that gives coding agents like Claude Code and Codex a bidirectional voice interface. The app lets developers speak to agents and hear their responses alou…
A developer's tutorial outlines a six-check manual audit for AI visibility scores, emphasizing that scores are only reproducible when the prompt, engine, raw answer, date, and denominator are recorded…
Developer Pavan Sai rebuilt his portfolio as a cinematic, interactive experience instead of a traditional resume site, featuring a black and champagne gold visual theme with scene-based navigation. Th…
A developer from a healthcare NGO demonstrated how machine learning can help direct limited HIV programme resources to communities with the greatest need. By analyzing historical data on testing cover…
Cursor's cloud backend routes all LLM API calls through its servers at api2.cursor.sh, making localhost base URLs unreachable and causing chat requests to hang. A developer found that exposing a local…
A developer known as Jovancoding has released Network-AI, an open-source coordination layer designed to solve state synchronization issues in multi-agent AI systems. The tool implements a propose-vali…
A developer built PromptVault, a Rust-based version control tool for AI prompts that borrows git's model but is purpose-built for prompt files. The tool, which runs locally as a single static binary, …
A developer compiled a 22-point checklist for testing LLM prompts before production deployment, covering security, safety, and reliability issues. The checklist addresses prompt injection, jailbreak a…
A study of 400 reviewers across 11,000 reviews found that reviewers habituate to AI-generated code over time, approving it more often while inspecting it less. Approval rates for AI pull requests rose…
Meta released Muse Glimmer, a 30-billion-parameter open model designed to run local AI agents on consumer hardware, with weights available on Hugging Face under Apache 2.0. The model, a derivative of …
A developer released tokenscope, an open-source CLI tool that estimates the token footprint of an AI agent's context across prompts, tools, and configs, helping developers identify cost-heavy files be…
An engineer argues that AI evals are not primarily a technical challenge but a product ownership one, and that the definition of 'good' must be written by product managers, not engineers. The post out…
A developer detailed their journey building local AI infrastructure, including an Employee Tracker tool and optimizations for ComfyUI and local inference setups. The developer emphasized overcoming ch…
ONNX Runtime, an open-source inference engine, enables interoperability of machine learning models across frameworks and hardware platforms by leveraging the ONNX standard. It simplifies deployment by…
A developer argues that AI projects fail not because of model quality but because of poor data, and that AI systems repeat the flaws in their input. The solution is a repeatable data pipeline that cen…
A developer has built Iruka, a native Swift file manager for macOS that integrates a terminal and file browsing to improve the experience of supervising AI coding agents. The tool addresses common fri…
An engineer at Bynevolabs, which builds AI support agents for e-commerce, explains that separating pre-sale and post-sale support queries and routing them based on intent has improved results more tha…
A developer building sovereign AI support agents for French online shops details the engineering changes required when customer data must stay within the EU. The approach involves self-hosting open-we…
A developer has highlighted that an LLM's official knowledge cutoff date is often misleading, as training data is not sampled evenly over time, resulting in a 'soft cutoff' where reliable knowledge fa…
A developer built auto-claude, a bash loop that runs Claude Code unattended overnight on a queue of small, well-defined tasks, using verification commands to decide pass or fail. The tool isolates eac…