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

ultra-lightweight, mathematically robust prompt compression middleware

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 💥.

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

Self-improving agent governance: 👍/👎 → Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.

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.

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

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.

AI Image Generation Cost Analysis

Track OpenClaw LLM calls, show real costs, and cut agent spend with a local dashboard and no data leaving your machine

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.

Enterprise AI Router and Governance System — the AI that governs all AIs

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

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.

🛡️ A curated list of tools, frameworks, and guides for managing AI agent costs in production

NekoT- AI Token 实时监控与用量分析浏览器

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.