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RAG Chunking Explained: How to Choose the Right Chunk Size and Strategy

RAG Chunking Explained: How to Choose the Right Chunk Size and Strategy

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13 min read
I Scraped 20,000 YouTube Comments. The Videos and the Comments Were Having Two Different Conversations.

Divergence between tutorials and user pain

I Scraped 20,000 YouTube Comments. The Videos and the Comments Were Having Two Different Conversations.

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3 min read
Your LLM Returns JSON That Isn't JSON: A Robust Structured-Output Pipeline for Local Models

Your LLM Returns JSON That Isn't JSON: A Robust Structured-Output Pipeline for Local Models

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7 min read
Dead-Letter Queues for LLM Extraction Failures: Capture, Triage, and Replay Without Losing Trust

Dead-Letter Queues for LLM Extraction Failures: Capture, Triage, and Replay Without Losing Trust

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6 min read
Building a Multi-Agent System in TypeScript

Building a Multi-Agent System in TypeScript

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7 min read
GLM-5.3-Flash vs Qwen3.8-Flash: Two Labs Made Frontier AI 10x Cheaper This Week

GLM-5.3-Flash vs Qwen3.8-Flash: Two Labs Made Frontier AI 10x Cheaper This Week

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7 min read
148K estimated, 222K real: when the token counter drifts, the safety net goes silent

148K estimated, 222K real: when the token counter drifts, the safety net goes silent

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5 min read
I Replaced All My Cloud AI With Local Models — Here's What Actually Broke

I Replaced All My Cloud AI With Local Models — Here's What Actually Broke

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6 min read
Rebuild It to Understand It: From Network Protocols to LLM Agents

Rebuild It to Understand It: From Network Protocols to LLM Agents

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5 min read
We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

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5 min read
Past the README Demo: Conversations, Healthcare Data, Agents, and CI Checks

Past the README Demo: Conversations, Healthcare Data, Agents, and CI Checks

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3 min read
I Spent a Week Watching My MCP Agents Get Hijacked by Tool Descriptions. Here's What I Built to Catch It.

I Spent a Week Watching My MCP Agents Get Hijacked by Tool Descriptions. Here's What I Built to Catch It.

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5 min read
Catching Silent Failures in MCP Servers with OpenTelemetry and SigNoz

Catching Silent Failures in MCP Servers with OpenTelemetry and SigNoz

Comments 1
5 min read
Your AI Eval Has a Blind Spot. You Built It.

Your AI Eval Has a Blind Spot. You Built It.

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3 min read
Partial Oracles for Agent Testing

Partial Oracles for Agent Testing

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1 min read
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