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I tested if system prompts actually matter, here's what I found

I tested if system prompts actually matter, here's what I found

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2 min read
Claude Code Keeps Forgetting My Projects - Here's the Skill I Built to Make It Remember /project-registry

Claude Code Keeps Forgetting My Projects - Here's the Skill I Built to Make It Remember /project-registry

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3 min read
9 Ways Your AI Agent Silently Fails (and How to Catch Each)

Tackling stealthy gray failures

9 Ways Your AI Agent Silently Fails (and How to Catch Each)

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8 min read
Prompt Engineering or Cognitive Sparring 🤺

Prompt Engineering or Cognitive Sparring 🤺

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5 min read
Three AI Agents Walk Into a Codebase, and Only One Walks Out

Three AI Agents Walk Into a Codebase, and Only One Walks Out

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3 min read
We solved meeting transcription. Did we solve the meeting problem?

We solved meeting transcription. Did we solve the meeting problem?

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1 min read
One Prompt Template, Three Engines That Disagree

One Prompt Template, Three Engines That Disagree

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6 min read
Production RAG at Scale: HMAC Cookies, Workspace Isolation, Hybrid Retrieval, and Citation Validation

Production RAG at Scale: HMAC Cookies, Workspace Isolation, Hybrid Retrieval, and Citation Validation

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17 min read
The Retrieval Checklist I Wish I'd Had Before Shipping RAG

Shows why 73% of RAG failures happen upstream

The Retrieval Checklist I Wish I'd Had Before Shipping RAG

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11 min read
DeepSeek's Flash outpaced its own flagship. The upgrade was post-training, not parameters.

DeepSeek's Flash outpaced its own flagship. The upgrade was post-training, not parameters.

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2 min read
Building a Ride-Share Zone-Balancing Agent with LangGraph — Part 2: Teaching the Agent to Read Ops Notes

Building a Ride-Share Zone-Balancing Agent with LangGraph — Part 2: Teaching the Agent to Read Ops Notes

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7 min read
Node.js Support Ticket Classification with LLM JSON Schema Tags

Node.js Support Ticket Classification with LLM JSON Schema Tags

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7 min read
Speech-to-Text Plus Multi-Model Transcript Summaries: One API Key or Two?

Speech-to-Text Plus Multi-Model Transcript Summaries: One API Key or Two?

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6 min read
Play in GenAI is now in its applications

Play in GenAI is now in its applications

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1 min read
Selecting a Compatible API Gateway: Token Cost, Batch Work, and Data Residency

Selecting a Compatible API Gateway: Token Cost, Batch Work, and Data Residency

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7 min read
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