· 5 min read
Beyond RAG: Building a Unified Context Layer for AI Knowledge Work
Simple vector retrieval is failing complex productivity workflows. Discover why the future of AI knowledge work requires a persistent, unified context layer.
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From the Tamaton team
Practical writing on productivity, AI, and building software.
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· 4 min read
Evaluating LLM Output Quality in Knowledge Work
To prevent 'hallucinated work,' organizations need a robust framework for human-in-the-loop evaluation of AI-generated drafts and summaries.
· 5 min read
Beyond the Chatbox: Engineering Invisible AI Workflows
The peak of productivity isn't chatting with an LLM; it's event-driven prompts triggered by your existing actions. Move from manual chat to invisible AI workflows.
· 4 min read
The Hidden Cost of App-Switching for Engineering Leads
Quantify the cognitive load of tool fragmentation and learn how a unified workspace restores deep work for engineering leaders.
· 4 min read
Context-Aware Workflows: Automating Project Handoffs
Eliminate the 'copy-paste tax' by leveraging Tamaton’s unified workspace to turn document data into briefs and calendar events instantly.
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