… The Compliance API integration deepens Varonis' support for Claude, enabling security and governance teams to monitor usage, investigate misuse across full sessions, and assess AI-related risk with data context. …
… Revisiting geographic convergence In our previous report, we noted that the Anthropic AI Usage Index AUI , which adjusts usage by a geography’s working-age population, was converging rapidly across US states: states with initially lower usage per capita showed faster adoption. …
… This uses the tailnet URL for the API key, and puts that agent behind the same monitoring and grants system that all other Tailscale users are governed by. { "apiKeyHelper": "echo '-'", "env": { "ANTHROPIC BASE URL": "http://ai" } } It's that simple. …
… That’s what made MimiClaw feel like a personal assistant that barely has half a watt's worth of power draw. Things to watch out for with MimiClaw Monitor your API costs After running MimiClaw on ESP32-S3 for an hour, I wanted to check the token usage. …
… This boost will ease Claude's usage limits, enhance availability for subscribers, and enable significant API expansion amid rising AI infrastructure competition. …
… I also recently read a related guide: https://mobisoftinfotech.com/resources/blog/ai‑development/llm‑api‑pricing‑guide — which gives practical advice on LLM API usage, token‑based pricing, and how to plan costs when working with LLMs. …
… The interaction stays local, fast, and private, and no API keys or internet connection are needed. …
… Here’s what I’m actually getting with Pro: Usage : At least five times the usage per session compared to the free tier, which resets every five hours. This is the biggest advantage by far. Context windows : Sonet 4.5 gives me the same 200k tokens just with a more lenient usage cap. …
… "It bundles the model, system prompt, tools, MCP servers, and skills that shape how Claude behaves during a session." Running an agent involves some degree of planning and configuration followed by monitoring and feedback – you give it a task, the agent attempts to comply, and it either asks furthe… …
… When to use: Auditing team/individual Copilot CLI usage Reviewing model or tool usage during a session Debugging runs or model use When you run either the /session or /usage commands, Copilot shows output similar to the following, displaying usage metrics about your session: Session ID: 221b5571-39… …