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Our AI reviewer invented a request. Our producer retried 245 times.

Our AI reviewer invented a request. Our producer retried 245 times.

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Comments 12
3 min read
I kept seeing the same prompt-management code in every repo — so I made it a CLI

I kept seeing the same prompt-management code in every repo — so I made it a CLI

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1 min read
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

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6 min read
Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

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Comments
6 min read
The Model That Costs 3x More Won by Exactly One Question

The Model That Costs 3x More Won by Exactly One Question

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Comments 7
3 min read
Ingest-Time Compilation Takes On Query-Time RAG, and Agentic Retrieval Meets Its Limits

Ingest-Time Compilation Takes On Query-Time RAG, and Agentic Retrieval Meets Its Limits

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6 min read
Kimi K3 vs Claude Opus 4.8: Benchmarks, Price, Verdict

Kimi K3 vs Claude Opus 4.8: Benchmarks, Price, Verdict

Comments 1
4 min read
Kimi K3 and Inkling: The Week the Open Models Won

Kimi K3 and Inkling: The Week the Open Models Won

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13 min read
[Gemini API in Action] Adding a "Detailed Research Report" Button to a LINE Bot: Using Google Search Grounding to Turn Summaries

[Gemini API in Action] Adding a "Detailed Research Report" Button to a LINE Bot: Using Google Search Grounding to Turn Summaries

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Comments 1
10 min read
I read the 17-comment Reddit fight about trying Kimi K3 and the answer is way less exciting than people want

I read the 17-comment Reddit fight about trying Kimi K3 and the answer is way less exciting than people want

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6 min read
VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

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4 min read
Crash-Proof Batch LLM Processing: A SQLite Job Queue on a Free Server

Crash-Proof Batch LLM Processing: A SQLite Job Queue on a Free Server

Comments 1
5 min read
9 Best Open-Source LLMs in 2026 (Compared)

9 Best Open-Source LLMs in 2026 (Compared)

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6 min read
Memory poisoning: the one injection that never leaves

Memory poisoning: the one injection that never leaves

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4 min read
I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello

I Benchmarked 10 MCP Servers — One of Them Burns 47K Tokens Just to Say Hello

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Comments 9
4 min read
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