Tag: MCP - IMTAQIN - Developer Blog, Projects & Tech Insights

herry2059/project-os-for-codex: An Open-Source Control Plane for AI-Assisted Development

imtaqin Jul 14, 2026 AI & Machine Learning 76

Project OS for Codex is an independent open-source control plane designed for AI-assisted development. It connects through MCP to turn scattered chat histories into a structured workspace with Git evi...

I stopped losing agent memory with Stash’s persistent cache

Administrator Apr 26, 2026 Technology 220

My LLM agent cluster kept hallucinating my router’s MAC address because its memory died on every restart. With Stash, I now keep versioned, queryable agent context across crashes—and ditched my $12/mo...

Observal: Real MCP Observability for LLM Ops Teams

Administrator Apr 3, 2026 Technology 283

Tired of curl-ing health endpoints and guessing why your MCP servers choke? Observal is the first observability tool built natively for MCP — supporting llama.cpp, Ollama, TGI, and custom LLM endpoint...