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Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging

Stop Logging Your Thoughts: Mapping Agentic Reasoning Traces to Custom JFR Events for Zero-Overhead Debugging

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2 min read
Day 7 - Dense Embedding - RAG

Day 7 - Dense Embedding - RAG

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2 min read
If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence.

If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence.

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3 min read
How much does it really cost to use AI models for coding?

How much does it really cost to use AI models for coding?

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4 min read
We are building an operating layer for AI work, not just another agent tool

We are building an operating layer for AI work, not just another agent tool

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3 min read
Agent mistakes don't fail alone, they compound

Agent mistakes don't fail alone, they compound

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2 min read
84. Fine-Tuning LLMs: Teaching Giants New Tricks

84. Fine-Tuning LLMs: Teaching Giants New Tricks

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8 min read
Beyond the Token Price: Why I built a "Forensic Audit" suite for AI Founders

Beyond the Token Price: Why I built a "Forensic Audit" suite for AI Founders

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1 min read
How Companies Actually Get Tiered Token Pricing (and Why You Probably Can't Yet)

How Companies Actually Get Tiered Token Pricing (and Why You Probably Can't Yet)

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3 min read
Used RTX 3090 Buying Guide for Local LLM in 2026

Used RTX 3090 Buying Guide for Local LLM in 2026

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7 min read
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
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
The Overlooked Costs of Your LLM API Calls

The Overlooked Costs of Your LLM API Calls

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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
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
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