Run AI under control and know what it costs
Practical guides and real cost breakdowns for running Claude Code and Codex: per-model pricing, open-weight models like GLM 5.2, budgets, and governance.
How to Set AI Coding Agent Budgets by Developer and Team
Set AI coding agent budgets by developer and team with clear allowances, shared caps, CI limits, alerts, and tested enforcement across supported workflows.
Claude Code Billing Tracker: Spend & Subscription Limits
Track Claude Code spending, token usage, subscription allowances, and paid usage credits. Learn which reporting tools help developers and teams monitor costs.
Claude Code Bedrock: Pricing, Billing & Cost Tracking
Understand Claude Code on Amazon Bedrock: token pricing, AWS billing, developer attribution, inference profiles, and practical ways to track and control costs.
AI Spend Control: Manage OpenAI and Anthropic Costs
Manage OpenAI and Anthropic costs across your engineering team with developer-level tracking, shared budgets, model policies, and controls on agent usage.
Cheapest Codex Model: Costs for Everyday Coding Tasks
Discover the cheapest Codex model for everyday coding. Compare API prices for small edits, tests, and debugging, and learn how reasoning, retries, and review affect total costs.
Track Claude & GPT Token Costs by Developer, Team & Model
Track Claude and GPT spending by developer, team, and model. Learn how AI observability, accurate token cost calculations, and budget alerts help you understand usage and control AI expenses.
Cheapest Claude Model for Coding: Practical Cost Comparison
Compare the cheapest Claude models for coding, explore Haiku, Sonnet, and Opus pricing, and learn how retries, context, and review effort affect the true cost of each task.
Smart Model Routing for Claude Code: Pay Top Prices Only When You Need To
Most coding-agent work is routine and doesn't need your priciest model. Smart routing serves the cheapest capable model per request, so you pay top rates only when the work needs it. One switch, no tuning.
How to Control Claude Code Costs Across Your Team
Three levers do the work: see who spends what, set hard-stop budgets, and control which model runs. Plus how token compression cut our own bill 70%.
How to Set a Budget for Claude Code (Per User and Project)
Set daily or weekly caps in dollars, tokens, or sessions, per user and per project. Hard stops block spend before it goes over, and alerts warn you first.
How to Track Claude Code Usage by Developer and Project
See live cost per developer and per project by tagging every request to a user and a project. Stop guessing at one big bill, and charge costs back to the right team.
How to Stop Runaway AI Agent Costs and Surprise Bills
A forgotten agent loop or a leaked key can drain a budget quietly. Hard caps that block at the limit, plus spend-spike alerts and abuse detection, catch it early.
Opviera vs LiteLLM: Run Your Own Gateway, or Govern Spend Out of the Box
Both enforce budgets in the request path. LiteLLM is free, open source, and yours to run and patch. Opviera is ready to use, for engineers and everyone else. An honest look at which fits your team.
Cheapest Models for Claude Code and Codex (Cost Guide)
The same coding task cost 26¢ on one model and over $3 on another, about a 12× spread. How to match the model to the job and route work to the cheapest capable one.
Prompt Compression for Claude Code and Codex
AI coding agents resend bulky context every turn, and you pay for it each time. Compression cuts up to 92% of those tokens while accuracy holds. Here's how it works.
Control Claude Code Costs on AWS Bedrock
Route Claude Code through a gateway that holds the Bedrock access, so developers get AI without direct AWS keys, and every request has a per-user budget.
AI Spend Governance for Engineering Teams: Budgets, Cost Tracking & Control
Give your team AI while keeping spend under control: budgets, per-project tracking, model control, and abuse alerts in one dashboard, at fair pass-through pricing.
Best Claude Code Cost Management Tools in 2026 (Honest Comparison)
Opviera, Orq.ai, LiteLLM, Portkey, TrueFoundry, Vercel and Cloudflare AI Gateway, and the built-in Anthropic/OpenAI limits - compared honestly on hard-stop budgets, per-person cost tracking, and pricing, including where each competitor is the better pick.
Your Team Got 3x Faster with AI Coding Tools. Do You Know What It's Actually Costing You?
Uber burned its 2026 AI budget in four months. Meta's staff used 73.7 trillion tokens in 30 days. The speed is real, so is the cost. What goes wrong, and how a control layer keeps both.
How I Cut 70% of My Team's AI Costs
One prompt, six top models, one fair comparison. The cheapest run cost 26¢, the priciest over $3, a 12× spread for the same task. Here's how to see real per-model cost and stop overpaying.
How to Run GLM 5.2 in Claude Code and Codex with Opviera AI
A step-by-step guide to running GLM 5.2 - an open-weight model near Opus benchmarks at a fraction of the cost - inside Claude Code and Codex, with one key, dashboard model control, and automatic usage tracking.
Put your AI spend under control.
Give your team the AI they need. Give yourself the visibility and control you need.