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Optimizing for the 8GB Barrier: Strategic Model Selection for Local AI

Optimizing for the 8GB Barrier: Strategic Model Selection for Local AI

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5 min read
AI Agents Explained: How They Actually Work

AI Agents Explained: How They Actually Work

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3 min read
I built a sub-4ms JIT CSS framework with native Glassmorphism and built-in LLM training files

I built a sub-4ms JIT CSS framework with native Glassmorphism and built-in LLM training files

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4 min read
I measured whether my coding agent follows its rules

I measured whether my coding agent follows its rules

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6 min read
Amodei, Altman and Musk agree on one thing: slow the frontier down

Amodei, Altman and Musk agree on one thing: slow the frontier down

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3 min read
AI Guardrails: What they Are And Why We Need Them

AI Guardrails: What they Are And Why We Need Them

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4 min read
What happens when enterprise requirements hit Strands, LangGraph, and CrewAI - 45 runs measured

Real-world benchmarks reveal hidden framework bugs

What happens when enterprise requirements hit Strands, LangGraph, and CrewAI - 45 runs measured

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4 min read
Learning neural networks through mental models

Learning neural networks through mental models

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8 min read
Build a Runnable MCP Loop in Python (stdio streamable-http LLM tool choice)

Build a Runnable MCP Loop in Python (stdio streamable-http LLM tool choice)

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5 min read
I built an open-source Rust memory engine that cuts AI agent tokens by 96% across 1,000+ turns

I built an open-source Rust memory engine that cuts AI agent tokens by 96% across 1,000+ turns

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2 min read
Your agent's cost problem isn't the model. It's the steps you never measured.

Tracks token spend by step, tool, and model tuple

Your agent's cost problem isn't the model. It's the steps you never measured.

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4 min read
Recibos para depurar agentes con LLM

Recibos para depurar agentes con LLM

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4 min read
6 Sneaky LLM Bugs That Only Show Up After You Ship

6 Sneaky LLM Bugs That Only Show Up After You Ship

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4 min read
What ChatGPT is actually doing when it answers you

What ChatGPT is actually doing when it answers you

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1 min read
The $25 Challenge: what can an agent build before the meter stops?

The $25 Challenge: what can an agent build before the meter stops?

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2 min read
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