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Where AI Coding Is Actually Headed (Not the Hype Version)

Where AI Coding Is Actually Headed (Not the Hype Version)

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4 min read
The Overlooked Costs of Your LLM API Calls

The Overlooked Costs of Your LLM API Calls

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2 min read
Why we hardcoded 8 niche presets instead of letting GPT generate slide layouts

Why we hardcoded 8 niche presets instead of letting GPT generate slide layouts

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2 min read
DeepSeek R1 vs Claude for Coding: What We Learned Building with Both

DeepSeek R1 vs Claude for Coding: What We Learned Building with Both

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5 min read
Drift Detection for LLM Routing: Catching Silent Model Degradation

Drift Detection for LLM Routing: Catching Silent Model Degradation

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8 min read
Hermes Agent by Nous Research: The Agent That Grows With Your Server

Hermes Agent by Nous Research: The Agent That Grows With Your Server

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9 min read
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
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
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
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
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