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How I track per-customer LLM costs in production

How I track per-customer LLM costs in production

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2 min read
Building Functional Selfhood in AI

Building Functional Selfhood in AI

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51 min read
Part 6 — How We Stopped Guessing: A Continuous Evaluation Loop for Production RAG

Part 6 — How We Stopped Guessing: A Continuous Evaluation Loop for Production RAG

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10 min read
Structured Outputs vs Free-Form Summaries: Notes from an AI Regulatory Monitoring Build

Structured Outputs vs Free-Form Summaries: Notes from an AI Regulatory Monitoring Build

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2 min read
Designing Voice Agents Like Chips: Coverage Closure for Agent FSMs

Designing Voice Agents Like Chips: Coverage Closure for Agent FSMs

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7 min read
Note taking can save you millions of TOKENs. Here is how

Note taking can save you millions of TOKENs. Here is how

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1 min read
LLM Self-Preference Bias: How Anonymized Peer Review Fixes It

LLM Self-Preference Bias: How Anonymized Peer Review Fixes It

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7 min read
I loaded 30 days of real LLM traces into a live demo. Here is what they reveal

I loaded 30 days of real LLM traces into a live demo. Here is what they reveal

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2 min read
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
Two queues for local-LLM fleets

Two queues for local-LLM fleets

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7 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
Your AGENTS.md is valid. Your agent still breaks the rules.

Your AGENTS.md is valid. Your agent still breaks the rules.

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6 min read
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