AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.
Source
GitHub
Language
Rust
Last activity
Oct 21, 2026
Stars404Measured · Oct 21, 2026
Momentum26.77 days · Measured · +1.51% relative change
Teach your agent to work with evals: WHEN you actually need an eval or benchmark, HOW to build one that holds up, and how to read what it tells you. Deterministic-first, tool-agnostic.
Source
GitHub
Language
Python
Last activity
Sep 21, 2026
Stars19Measured · Oct 21, 2026
Momentum237 days · Measured · +5.56% relative change
Open-source AI evals toolkit: skills that guide AI coding agents to write eval rubrics, eval datasets (User Input Grid), trace codes, code evaluators and LLM-as-a-judge prompts. From the Reforge AI Evals course by Calibre.
Source
GitHub
Language
HTML
Last activity
Oct 19, 2026
Stars76Measured · Oct 21, 2026
Momentum21.97 days · Measured · +2.7% relative change
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
Source
GitHub
Language
Go
Last activity
Oct 15, 2026
Stars12,103Measured · Oct 21, 2026
Momentum19.27 days · Measured · +0.05% relative change
Author, generate, validate and govern AI agent rules, skills, plugins and MCP configuration across 52 coding assistants. Review with verified model evidence, evaluate skills, lock and sign dependencies, and publish bundles. CLI, MCP server and Go API.
Source
GitHub
Language
Go
Last activity
Oct 20, 2026
Stars163Measured · Oct 21, 2026
Momentum17.67 days · Measured · +1.24% relative change