#LLM tokenization

Cloud & Databases

109 Tests Prove: Placeholder PII Masking Ruins LLM Outputs

Think scrubbing PII from prompts is a quick fix? Think again. 109 brutal tests reveal placeholder masking wrecks your LLM's brain.

Community & Governance

Claude Code 101: Tokens Tax Your Wallet, Context Windows Lie

Tokens aren't pixie dust—they're the billing meter screwing non-English users. And those massive context windows? Mostly hot air, forgotten in the middle.