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
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.
Token-efficient web research for AI agents; tinyfish search + Groq summarisation, 99% fewer tokens than raw HTML
OpenAI-compatible LLM gateway that reduces API costs using Redis exact cache and Qdrant semantic cache.
AI Image Generation Cost Analysis
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.
Open-source, self-hostable AI cost & workflow observability. Find the prompt, customer, model, and workflow path behind every LLM cost spike — without a proxy.
Cut Claude Code spend without sacrificing quality — and prove it. Haiku/Sonnet/Opus router with real $-saved numbers, not vibes.
# AWS Bedrock Claude REST API with Terraform This project provides a complete Terraform setup to expose Claude AI models through AWS Bedrock via a REST API. All usage is billed directly through AWS, eliminating the need for separate Anthropic API credits.
LLM cost calculator, token counter, latency benchmark, CI guardrail, MCP server, and VS Code/Cursor extension.
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.
One command to audit what your Claude Code setup loads at runtime. Free.
AI Video Generation Cost Analysis
Enterprise AI Router and Governance System — the AI that governs all AIs
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.
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