AI SRE tools for RCA, Incident Response, Cost-Saving, Infra management, DevOps and more

Laravel AI Guard 🛡️💰🤖 - Control and optimize AI costs in Laravel AI SDK applications 🚀 Track OpenAI & LLM token usage 📊, estimate AI costs before execution ⚠️, enforce AI budgets 🧾, and prevent unexpected billing spikes in production 💥.

Production operations framework for AI-powered SaaS. The architectural patterns, failure modes, and operational playbooks that determine whether your AI systems scale profitably or fail expensively.

Reduce your OpenClaw agent costs. Free real-time LLM cost tracking + dashboard. Installs in 60 seconds.

An intelligent, low-latency local LLM router that reduces AI costs by 30-70%. Uses a self-hosted classifier to automatically route prompts to the most cost-effective model without external API overhead.

OpenAI-compatible LLM gateway that reduces API costs using Redis exact cache and Qdrant semantic cache.

Toka is an AI Cost Optimizer SDK for developers to track token usage, estimate costs in real-time, reduce API spend, and optimize AI model usage. Save money, reduce redundant calls, and gain full visibility into your AI workloads.

Semantic compression Claude and Gemini. 5 angles of O(1) indexed search — micro-embeddings resolve meaning, depth, and intent in under 5µs. Self-learning, single binary, zero config. Real-time dashboard. 90%+ fewer tokens. aOa learns, you build faster — this is the way.

Optimize AI model costs and automatically switch between models for better performance.

Costkatana Docs App

🚀 Prevent failures in production AI systems with this manual, offering patterns, checklists, and code for effective operation and crisis management.

FusionRoute-inspired intelligent model router skill for Claude Code. Auto-routes tasks to Haiku/Sonnet/Opus based on complexity. Save 30-75% on tokens.

Curate and explore a comprehensive list of AI-driven tools and resources tailored for Site Reliability Engineering tasks and challenges.