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My Agent Found Real Improvements. The Statistics Still Killed the Promotion.

My Agent Found Real Improvements. The Statistics Still Killed the Promotion.

8
Comments
6 min read
When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

When Not to Use a Free Model Server: Red Flags, Alternatives, and Exit Criteria

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6 min read
Cheap Tokens, Expensive Waiting Rooms

Cheap Tokens, Expensive Waiting Rooms

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4 min read
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows

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7 min read
How to Implement Function Calling with Structured Outputs

How to Implement Function Calling with Structured Outputs

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4 min read
Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

3
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4 min read
Agent Skills and how to use them

Agent Skills and how to use them

5
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4 min read
I Put a Timeout Around an LLM Call. The Request Still Kept Running

I Put a Timeout Around an LLM Call. The Request Still Kept Running

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Comments 1
4 min read
Treat Voice-Companion Memory as a Consent Ledger, Not Prompt History

Treat Voice-Companion Memory as a Consent Ledger, Not Prompt History

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11 min read
Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

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11 min read
We stopped letting the AI write code. We let it write an AST instead.

We stopped letting the AI write code. We let it write an AST instead.

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Comments 1
2 min read
I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

9
Comments 1
6 min read
When Two AI Reviewers Disagree, Read What They Both Rejected

When Two AI Reviewers Disagree, Read What They Both Rejected

Comments 2
7 min read
The Rapid Evolution of AI

The Rapid Evolution of AI

Comments 1
2 min read
What a 275K-Character Claude Prompt Teaches Us About Building AI Agents

What a 275K-Character Claude Prompt Teaches Us About Building AI Agents

7
Comments
7 min read
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