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# llm

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A year of AI-agent incidents. The model is rarely the bug.

A year of AI-agent incidents. The model is rarely the bug.

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10 min read
LLM Prompt Caching: The Complete 2026 Guide

LLM Prompt Caching: The Complete 2026 Guide

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5 min read
GeekNews AI Weekly Deep Dive - 2026-06-01

GeekNews AI Weekly Deep Dive - 2026-06-01

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1 min read
Why your LLM gives everything an 8/10 (and the rubric fix that worked)

Why your LLM gives everything an 8/10 (and the rubric fix that worked)

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Comments 1
6 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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Comments 3
7 min read
LLM-as-judge variance broke our DPO training signal for 3 weeks

LLM-as-judge variance broke our DPO training signal for 3 weeks

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4 min read
Claude Managed Agents Outcomes: Auto-Grading Agent Work

Claude Managed Agents Outcomes: Auto-Grading Agent Work

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13 min read
I built a prompt marketplace where every prompt has shipped a real project

I built a prompt marketplace where every prompt has shipped a real project

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1 min read
RAG Architecture Deep Dive

RAG Architecture Deep Dive

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5 min read
Top Data APIs for Building RAG Pipelines That Need Real-World Coverage

Top Data APIs for Building RAG Pipelines That Need Real-World Coverage

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6 min read
The AI Agent Ecosystem in PHP - From Simple OpenAI Calls to Multi-Agent Platforms

The AI Agent Ecosystem in PHP - From Simple OpenAI Calls to Multi-Agent Platforms

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7 min read
Our agent loops have been shipping production features for weeks. Here's the tool.

Our agent loops have been shipping production features for weeks. Here's the tool.

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6 min read
The Missing Layer: Why AI-Native Systems Need Execution-State Continuity

The Missing Layer: Why AI-Native Systems Need Execution-State Continuity

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17 min read
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
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