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 💥.

Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.

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

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.

Token-efficient web research for AI agents; tinyfish search + Groq summarisation, 99% fewer tokens than raw HTML

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

Cut Claude Code spend without sacrificing quality — and prove it. Haiku/Sonnet/Opus router with real $-saved numbers, not vibes.

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.

LLM cost calculator, token counter, latency benchmark, CI guardrail, MCP server, and VS Code/Cursor extension.

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.

One command to audit what your Claude Code setup loads at runtime. Free.

AI Video Generation Cost Analysis

System-level lint for multi-agent harnesses. Catches the 21 structural traps single-file linters miss — including the LLM-when-you-should-use-code patterns that burn tokens.

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

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