People using ChatGPT, Claude, Grok, Gemini and Cursor agents hit the same walls every week:
- “Will this fit the context window?” — token counters for GPT (exact o200k) plus estimates for Claude/Grok.
- “The model wrapped my code in ``` again” — strip fences or extract code only.
- “I almost pasted the .env into the bot” — redact OpenAI/Anthropic/GitHub/AWS keys and JWTs first.
- “ChatGPT invented Base64” — verify round-trips instead of trusting the model (Verify Base64).
| Pain | Tool |
|---|---|
| Token / cost / context % | AI token counter |
| Markdown / code fences | LLM text cleaner |
| Secrets in prompts | Secret redactor |
| Hallucinated Base64 | Verify Base64 |
| Agent Base64 principles | Base64 for AI agents |
All of these run in the browser. That matches enterprise AI policies that ban pasting production data into unknown upload sites—and it matches how Grok/Claude/Cursor users actually work: long traces, tool JSON, Base64 blobs, and messy Markdown.
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