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Why more context makes your AI answers worse

Why more context makes your AI answers worse

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4 min read
Agentic Localization, Low to no cost for tokens.

Agentic Localization, Low to no cost for tokens.

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4 min read
What Is LLM Actually Doing? A Fellow Engineer's Take on Vectors, Next-Token Prediction, and Fail-back Routing

What Is LLM Actually Doing? A Fellow Engineer's Take on Vectors, Next-Token Prediction, and Fail-back Routing

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4 min read
"Multi-Agent" Is Often a Single Agent: What 86 Repos Actually Implement

"Multi-Agent" Is Often a Single Agent: What 86 Repos Actually Implement

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2 min read
Billing LLM usage per token: the pitfalls nobody warns you about

Billing LLM usage per token: the pitfalls nobody warns you about

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2 min read
From Software Engineer to AI Engineer - Part 4: RAG-ing the facts

From Software Engineer to AI Engineer - Part 4: RAG-ing the facts

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9 min read
Is an AI Product Still the Same After Its AI Layer Changes?

Is an AI Product Still the Same After Its AI Layer Changes?

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1 min read
Anthropic + Nvidia: The $35B AI Cloud Shift

Anthropic + Nvidia: The $35B AI Cloud Shift

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9 min read
Spark X2.5-4B & 1.7B: the only on-device models with native 1M-token context — now open source

Spark X2.5-4B & 1.7B: the only on-device models with native 1M-token context — now open source

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2 min read
Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification

Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification

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6 min read
An AWS Labs agent-eval sample uses the same model as judge and subject

An AWS Labs agent-eval sample uses the same model as judge and subject

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3 min read
Chronos: Building a Governed AI Control Plane Where Production Wipes Are Structurally Impossible

Chronos: Building a Governed AI Control Plane Where Production Wipes Are Structurally Impossible

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3 min read
RDAI: A Multi-Brain Python SDK for Self-Healing AI

RDAI: A Multi-Brain Python SDK for Self-Healing AI

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7 min read
The Free Model Kept Explaining an Outage That Already Ended: 48 Hours of Context-Budget Field Notes

The Free Model Kept Explaining an Outage That Already Ended: 48 Hours of Context-Budget Field Notes

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4 min read
Will software ever be free?

Will software ever be free?

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1 min read
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