Adore LLC released Balto Speedrunner, a Windows app that turns Qwen 3.8 27B into a local coding agent for a single RTX 5090, achieving up to 300 tok/s on chat prompts and 150 tok/s during coding runs.…
A developer solved the problem of Claude Code CLI login state not persisting across devcontainer rebuilds by mounting a named Docker volume onto a directory and symlinking the dotfile into it, avoidin…
ActUI, a local GitHub Actions workbench for humans and coding agents, has been released, providing a browser dashboard that discovers workflows, delegates execution to nektos/act, and presents jobs, l…
A developer has published a practical guide for setting up a local AI troubleshooting and support environment on macOS and Windows using Open WebUI, Ollama, and Hugging Face. The recommended architect…
Docker Desktop 4.83.0, released July 20, introduces a Model Runner Inspector that displays the exact HTTP payload and response between an application and a local model, eliminating the need for proxie…
A security researcher discovered a universal vulnerability in Codex CLI, Cursor, and Gemini CLI that allows sandbox escape via Docker Desktop, bypassing the deny-default sandbox profiles. The attack c…
Pillar Security disclosed vulnerabilities showing AI coding agents in Cursor, Codex, Gemini CLI, and Antigravity can indirectly cross security boundaries without escaping their sandboxes. The research…
Ollama, the 14-person team behind the open-source AI model runner, closed a $65M Series B led by Theory Ventures, bringing total funding to $88M. The tool now runs inside 85% of the Fortune 500, with …
A non-programmer named Tim is setting up a local LLM on a MacBook M5 Max with 128GB unified memory, using Docker Desktop with Model Runner, Open WebUI, and models like Gemma 4 and Qwen3 30B-A3B-Q4_k_m…
Packt Publishing released a code repository for "Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes," providing hands-on examples for building and deploying …
Roboflow released a guide for integrating its computer vision workflows with OPC UA servers, enabling detection data to be written as live tags accessible to PLCs, SCADA, and dashboards. The process r…