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Building Scrollbook: What I Learned Building and Scaling an AI Game Master Platform as a Solo Engineer

Building Scrollbook: What I Learned Building and Scaling an AI Game Master Platform as a Solo Engineer

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6 min read
The LLM 429 you didn't plan for: which rate-limit dimension binds first

The LLM 429 you didn't plan for: which rate-limit dimension binds first

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3 min read
The LLM rate limit that 429s you first is rarely the one you sized for — so I gave my agent a tool to compute it

The LLM rate limit that 429s you first is rarely the one you sized for — so I gave my agent a tool to compute it

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4 min read
Search in the LLM Era: Vector RAG vs Vectorless Search vs LLM-Wiki

Search in the LLM Era: Vector RAG vs Vectorless Search vs LLM-Wiki

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4 min read
What I Actually Pay For When My LLM Bill Doubles Overnight

What I Actually Pay For When My LLM Bill Doubles Overnight

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4 min read
Offtoco — count GPT, Claude and Gemini tokens offline for web/CLI/desktop

Offtoco — count GPT, Claude and Gemini tokens offline for web/CLI/desktop

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1 min read
Token Ledger – 2026-05-15

Token Ledger – 2026-05-15

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2 min read
Multi-Agent Systems with LLMs: A Developer's Guide (2026)

Multi-Agent Systems with LLMs: A Developer's Guide (2026)

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3 min read
Improving RAG Retrieval Quality: A Cost-Benefit Analysis

Improving RAG Retrieval Quality: A Cost-Benefit Analysis

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9 min read
Can You Tell When an LLM API Swaps in a Cheaper Model?

Can You Tell When an LLM API Swaps in a Cheaper Model?

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3 min read
Choosing a Natural Language Query Architecture for Dynamic Data Systems

Choosing a Natural Language Query Architecture for Dynamic Data Systems

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3 min read
Tigergraph Hackathon

Tigergraph Hackathon

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4 min read
How to A/B Test LLM Prompts Without Breaking Production

How to A/B Test LLM Prompts Without Breaking Production

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5 min read
Choosing AI Paths, Boosting Bots, Triple AI Wins, Browser Controls, and a $0.41/Day AI Employee

Choosing AI Paths, Boosting Bots, Triple AI Wins, Browser Controls, and a $0.41/Day AI Employee

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2 min read
Day 13 of 60: Today I Started Learning RAG

Day 13 of 60: Today I Started Learning RAG

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2 min read
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