Talos Auditor

Talos Auditor

Talos Auditor by Foundrix tracks Claude Code and Cursor spending per person, project, and sprint. It offers three privacy modes (prompts stay local via Ollama), Slack alerts, and Sonnet 4.7 insights,

AI cost trackingClaude Code monitoringCursor usage analyticsprivacy-preserving AI toolSlack integration
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What is Talos Auditor?

Talos Auditor is a privacy-first AI cost analytics platform built for engineering teams using Claude Code, Cursor, and the Hugging Face Inference API. It tracks spending per person, project, and sprint by running a local agent on each developer's machine that tails log files, redacts content based on team privacy settings, and uploads metadata to a Cloudflare-edge API. The core differentiator is its three privacy modes, which ensure prompt text never leaves the machine in the default mode. It is built on Cloudflare Workers, D1, R2, Queues, and Workflows, with Clerk for authentication and Stripe for billing.

Application scenarios

  • Engineering cost tracking

    Monitor token-level spending for individual developers, projects, and sprints across Claude Code and Cursor.

  • Privacy-sensitive AI usage

    Teams handling sensitive code can use the "Off" or "Categorize" privacy modes to keep prompt text local or redact it via Ollama.

  • Slack-based cost alerts

    Receive real-time Slack notifications when spending exceeds thresholds or patterns change.

  • Sprint-level budget management

    Tie AI tool costs directly to sprint cycles for better resource allocation and reporting.

  • Multi-tool cost consolidation

    Track spending across Claude Code, Cursor, and Hugging Face API from a single dashboard.

  • Post-launch integrations

    Planned support for GitHub Copilot, GitHub App (per-PR costs), and Linear will extend tracking to more workflows.

Core Features

  • Three privacy modes

    "Off" (default) uploads token counts and metadata only, with no prompt text ever sent to the cloud. "Categorize" uses either Cloudflare edge Haiku to classify prompts and discard raw text, or a local Ollama instance running llama3.1:8b so nothing leaves the machine. "Full" archives complete prompt and completion text, available only with team admin opt-in.

  • Local agent daemon

    The agent runs as a daemon via launchd (macOS) or systemd (Linux), tailing log files on each developer's machine and uploading metadata to the Cloudflare-edge API.

  • AES-256-GCM encrypted outbox

    The agent's outbox is encrypted with the key held in the OS keychain (macOS Keychain, Linux libsecret).

  • Slack integration

    Pro plan includes Slack alerts for spending thresholds and anomalies.

  • VS Code + Cursor extension

    A single package published to both the VS Code Marketplace and Open VSX, installed via `talos-auditor install-extension`. It reuses the CLI agent token for one sign-in across both tools.

  • Status bar display

    Shows real-time cost and request count (e.g., "$2.31 · 12 req") directly in the editor.

  • Sonnet 4.7 insights

    Provides AI-powered analysis of spending patterns and optimization opportunities.

  • 365-day data retention

    Pro plan retains cost data for one year, enabling long-term trend analysis.

Target users

Engineering managers, team leads, and FinOps professionals at software companies that use Claude Code, Cursor, or Hugging Face Inference API. It is designed for teams that need granular cost tracking per developer, project, or sprint, while maintaining strict control over prompt privacy. It also suits organizations with compliance requirements that prevent sending code snippets to third-party servers.

How to use Talos Auditor?

Install the agent with curl -fsSL https://auditor.talosfoundrix.com/install.sh | sh, then run talos-auditor login to authenticate via browser device-code OAuth. The agent runs as a background daemon. For editor integration, run talos-auditor install-extension to install the VS Code/Cursor extension. Admins set the team-wide privacy mode; developers can fall back to local Ollama. Full product documentation is available at https://talosfoundrix.com/llms.txt and https://talosfoundrix.com/llms-full.txt.

Pricing and free trial

  • Trial: 14-day free trial with 5 seats.
  • Pro: $15 per seat per month, up to 50 seats, includes Slack integration and 365-day retention.
  • Enterprise: Custom pricing, adds SSO via SAML/SCIM, SOC 2 paperwork, and priority support.
  • Waitlist discount: First 100 waitlist members lock Pro at $9 per seat per month permanently.
  • Availability: Phase 1 skeleton deployed; private beta late April 2026 with 5-10 invited teams; public GA expected May/June 2026.

Effect review

Talos Auditor addresses a genuine pain point for teams using AI coding tools: uncontrolled spending and lack of per-developer visibility. Its privacy-first architecture is a standout feature, especially the ability to keep prompt text entirely local via Ollama. The pre-launch cost savings estimate of ~35% on Opus-heavy teams is a theoretical model based on Cloud FinOps benchmarks and Helicone public data, not yet validated with real usage. The product is still in early development—Phase 1 skeleton is deployed, with a private beta planned for late April 2026—so early adopters should expect a maturing feature set. For teams already using Claude Code or Cursor and needing cost accountability without sacrificing privacy, Talos Auditor offers a compelling, purpose-built solution.

Frequently Asked Questions

What is Talos Auditor?
Talos Auditor by Foundrix tracks Claude Code and Cursor spending per person, project, and sprint, with privacy modes, Slack alerts, and Sonnet 4.7 insights.
How does Talos Auditor protect privacy?
It offers three privacy modes, including one where prompts stay local via Ollama, ensuring sensitive data never leaves your machine.
Can I get spending alerts?
Yes, Talos Auditor sends Slack alerts for usage and spending, helping teams stay within budget.
What kind of insights does Sonnet 4.7 provide?
Sonnet 4.7 delivers detailed analytics on AI tool usage, such as cost trends and productivity patterns across projects.
Does Talos Auditor support team tracking?
Yes, it tracks spending per person, per project, and per sprint, making it easy to allocate costs and monitor team usage.

Talos Auditor - AI Tool Detail

Talos Auditor by Foundrix tracks Claude Code and Cursor spending per person, project, and sprint. It offers three privacy modes (prompts stay local via Ollama), Slack alerts, and Sonnet 4.7 insights,

Category：Automation

Visit Link：https://talosfoundrix.com/auditor

Tags：AI cost tracking、Claude Code monitoring、Cursor usage analytics、privacy-preserving AI tool、Slack integration