A developer has built verdict, an MCP server that gives coding agents structured, sandboxed test feedback, replacing raw pytest output with concise typed verdicts. The tool runs tests in ephemeral con…
A developer has released Lowfat, a pluggable CLI filter tool that reduced their LLM token usage by 91.8% over two months. The single-binary tool sits between CLI commands and AI agents, stripping verb…
Piper, a new DevOps copilot, operates with a safety-first architecture where a large language model never directly executes commands — it only selects typed actions from a fixed catalog, which are the…
The author created an Ubuntu 22.04 server on AWS EC2 in May 2026 to gain hands-on experience with a real Linux environment, building and automating five production-style Bash scripts for server health…