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AI Agents in Production: Error Handling, Fallbacks, and Cost Control

AI Agents in Production: Error Handling, Fallbacks, and Cost Control

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5 min read
llama-dash - Local LLM Ops

llama-dash - Local LLM Ops

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1 min read
Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis

Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis

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17 min read
Write your error states for a stranger three months from now, not for yourself today

Write your error states for a stranger three months from now, not for yourself today

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4 min read
Perplexity held flat after INT4. Task accuracy dropped 7 points.

Perplexity held flat after INT4. Task accuracy dropped 7 points.

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4 min read
How AIClaw Compresses Long Agent Conversations Without Losing the Important Parts

How AIClaw Compresses Long Agent Conversations Without Losing the Important Parts

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5 min read
I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

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7 min read
When 'Minimal' Splits Into 'Minimal': The Particle Physics of AI Task Decomposition

When 'Minimal' Splits Into 'Minimal': The Particle Physics of AI Task Decomposition

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5 min read
DiffusionGemma 26B 挑戰 GH200 效能極限

DiffusionGemma 26B 挑戰 GH200 效能極限

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2 min read
Shipping 100,000 construction PDFs a month: what actually breaks

Shipping 100,000 construction PDFs a month: what actually breaks

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17 min read
AWS Just Made LiteLLM a First-Class Model Provider in Amazon Bedrock AgentCore

AWS Just Made LiteLLM a First-Class Model Provider in Amazon Bedrock AgentCore

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3 min read
I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

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8 min read
Clioloop: The Open-Source AI Agent That Thinks in Teams

Clioloop: The Open-Source AI Agent That Thinks in Teams

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2 min read
How Clioloop's Agentic Fusion Works: A Technical Deep Dive

How Clioloop's Agentic Fusion Works: A Technical Deep Dive

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2 min read
If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence.

If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence.

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3 min read
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