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marsa adam6d ago • 5 min read
Why Your AI Agent Hallucinates in Production — And How Context Design Fixes It
Hallucination isn't a model bug you're stuck with. It's almost always a context design problem — and...
#ai#agents#llm#contextengineering
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Michael Tuszynski1d ago • 5 min read
Loading Tool Schemas on Demand Is How Agents Scale
An agent connected to five MCP servers can burn 55,000 tokens on tool schemas before it reads the...
#aiagents#platformengineering#mcp#contextengineering
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Alex Rezvov1d ago • 5 min read
Apollo Moved Into the Chat Window
A Prediction, One Month Later This month Apollo confirmed a forecast I made a month ago....
#aidrivendevelopment#architecture#contextengineering#casestudy
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guanjiawei1d ago • 6 min read
When the Harness Is a Mess, Restart
Using an agent to build an inference engine from scratch, the project grew messier and performance d...
#ai#agents#contextengineering#thinking
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Ken Imoto2d ago • 6 min read
I Added 6 Few-Shot Examples to One Prompt. Two of Them Made the Output Worse.
I curated 6 few-shot examples for one classification prompt. Four lifted accuracy. Two dragged it do...
#ai#llm#contextengineering#prompts
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Hector Flores3d ago • 7 min read
I'm Hunting for My Vertical
I spent a week building AI across five industries and realized I've been thinking about this all wro...
#agenticdevelopment#aiagents#contextengineering#opinion
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