Exploring AI-powered email mining, intelligent data extraction, and automation. Technical deep dives, architecture discussions, and practical guides.
Hello, MailMiner Agent
Welcome to the MailMiner Agent Blog. This is the starting point of our journey into building intelligent email mining agents. Here we will share technical insights, architecture decisions, and practical guides on: Email Data Extraction — Parsing and structuring information from unstructured emails AI-Powered Automation — Using LLMs and machine learning to automate email workflows Agent Architecture — Designing modular, extensible agent systems Integration Patterns — Connecting email miners with CRM, databases, and APIs Performance & Scaling — Handling high-volume email processing Stay tuned for deep dives into the technology powering MailMiner Agent. ...
Why ClaudeCode / OpenCode + DeepSeek Cannot Unlock DeepSeek's Ultra-Low Cache Discounts
Introduction DeepSeek’s disk-based automatic context caching is famous for near 90% input token savings: cached prefix tokens cost just a tiny fraction of standard input pricing, with zero manual configuration required. Thousands of developers switch to DeepSeek chasing this aggressive discount for long system prompts, code rules, and repeated tool definitions. But a costly reality hits teams running ClaudeCode / OpenCode (code agent runtimes built for Anthropic-style cache_control) against the DeepSeek API: ...