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llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI

llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI

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3 min read
RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)

RAG vs GraphRAG: When to Use What (From a Builder’s Perspective)

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2 min read
Hallucination is not a bug — it is the shape of the machine

Hallucination is not a bug — it is the shape of the machine

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4 min read
What is an LLM? (And Should You Be Scared of It?)

What is an LLM? (And Should You Be Scared of It?)

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5 min read
Agents That Learn on the Job Are the Only Agents That Survive

Agents That Learn on the Job Are the Only Agents That Survive

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2 min read
Gemini API File Search: Enhanced Multimodal Capabilities with Embedding 2, Including Open-Source LINE Bot Implementation

Gemini API File Search: Enhanced Multimodal Capabilities with Embedding 2, Including Open-Source LINE Bot Implementation

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11 min read
I built a causal memory layer for AI agents after the Replit incident – open source, MIT

I built a causal memory layer for AI agents after the Replit incident – open source, MIT

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1 min read
Customer Support Memory Agent

Customer Support Memory Agent

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3 min read
# How I Built an On-Call Agent That Never Forgets a Past Incident

# How I Built an On-Call Agent That Never Forgets a Past Incident

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5 min read
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

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6 min read
Why our support agent gets better the angrier the customer gets

Why our support agent gets better the angrier the customer gets

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5 min read
Designing Agentic AI: From Simple Prompts to Autonomous Loops

Designing Agentic AI: From Simple Prompts to Autonomous Loops

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4 min read
I routed 60 MCP tools through a single proxy — here's what I learned about token waste and security

I routed 60 MCP tools through a single proxy — here's what I learned about token waste and security

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4 min read
Audio Ai agent Pipeline

Audio Ai agent Pipeline

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5 min read
How I Built a Production AI Agent for $5/month Using Open Source + OpenRouter

How I Built a Production AI Agent for $5/month Using Open Source + OpenRouter

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4 min read
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