Matthias Barth
IT infrastructure architect Matthias Barth, based in Berlin, offers AI architecture and automation services for regulated and critical environments, including on-premise LLM operations without cloud d…
IT infrastructure architect Matthias Barth, based in Berlin, offers AI architecture and automation services for regulated and critical environments, including on-premise LLM operations without cloud d…
A developer published a configuration guide for setting up OpenCode V2 with a single custom provider, Relax AI (Beta), authenticated via a saved account rather than environment variables or shell API …
A developer released jev, a zero-dependency Python CLI and library that wraps TypeSafe's Jev decision model so coding agents like Claude Code, Codex, and OpenCode can classify, filter, rank, or verify…
A developer published an AGENTS.md guideline file specifying mandatory rules for AI coding agents and contributors working on Rust projects. The document requires fully optimized code, prescribes crat…
A developer tested TypeSafe's jev-1.13.0 model on the game 2048, finding that when given only the board state, jev performed roughly as well as random moves, with a median score of 706 across 20 games…
A developer's teardown of the command-code@1.58.0 npm package found that its marketed "taste-1" feature is not a "meta neuro-symbolic AI model with continuous reinforcement learning" but a prompt sent…
A developer's teardown of the command-code CLI npm package version 1.58.0 shows that its advertised "taste-1" meta neuro-symbolic AI model is not a trained model at all: the tool shells out to git to …
A developer added native XDNA compilation and experimental execution to the Loom compiler stack, then used it to run Doom with the game's world rasterized by ten resident NPU tiles on a Ryzen AI Max+ …
A developer released Concise-STE, a Claude Code output style that makes the coding assistant answer with results first in Simplified Technical English. The style caps sentences at 20 words, requires a…
A developer has published a global Claude Code configuration file (~/.claude/CLAUDE.md) that codifies standing rules for AI coding agents, including one git commit per completed task, explicit model-t…
A developer released gemmcheck3, a self-checking rocBLAS GEMM stress test for AMD GPUs targeting RDNA3/gfx11 hardware such as the RX 7900 XTX. The tool runs five rocblas_gemm_ex calls in LLM layer sha…
A developer published a Node.js/Express webhook server for a Facebook Messenger AI sales bot aimed at e-commerce pages, implementing Meta Graph API verification, messaging event handling, and quick-re…
An independent developer released an offline AI video upscaler for Windows x64 that performs local 2x and 4x video enhancement with GPU acceleration, batch and folder processing, denoise preprocessing…
A developer published a reusable Claude Code prompt and companion bootstrap script for provisioning a new Apple Silicon MacBook Pro as a terminal-centric, AI-native engineering workstation. The setup …
A developer published a reusable prompt that, when pasted into Meta's Muse app, sets up a daily automated brief on new AI model releases from ten major labs, including Anthropic, OpenAI, Google, Meta,…
A developer published a companion evaluation of the Parallel Constrained Decoding engine shipped with the Qwen-2.5-1B-RLCD model and its Hugging Face Space, measuring decision accuracy and probability…
TypeSafe AI has published a comprehensive project reference for Jev, its first public System One Model, which takes unstructured or structured state as input and returns typed probabilistic decisions …
A developer published a reusable prompt that instructs a coding agent to build a production-quality admin insights and operations dashboard inside an existing repository, adapting to the project's sta…
A developer published a step-by-step tutorial showing how to evolve a customer-support assistant from deterministic rule-based code into a full agentic AI system using Python. The progression moves th…
A developer published a minimal Python patcher that disables the Claude Code VS Code extension's automatic file-context attachment by nulling the argument to applySelectionUpdate in webview/index.js, …