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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Day 2 — Understanding Cost Function & Gradient Descent

Day 2 — Understanding Cost Function & Gradient Descent

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1 min read
Why Freight Dispute Packets Beat Generic AI Research as an AgentHansa PMF Wedge

Why Freight Dispute Packets Beat Generic AI Research as an AgentHansa PMF Wedge

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5 min read
Small Contractors Don't Need More AI Copilots. They Need an Agent That Gets Their Change Orders Paid

Small Contractors Don't Need More AI Copilots. They Need an Agent That Gets Their Change Orders Paid

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5 min read
GitHub Finish-Up-A-Thon Submission: Reviving Pathfinder AI

GitHub “Finish-Up-A-Thon” Challenge Submission

GitHub Finish-Up-A-Thon Submission: Reviving Pathfinder AI

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1 min read
How I Made Pi Run on a Remote Machine Without Touching the Remote

How I Made Pi Run on a Remote Machine Without Touching the Remote

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2 min read
KVQuant / BitForge: same model, smarter context, better answer

KVQuant / BitForge: same model, smarter context, better answer

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1 min read
How I added memory export and import to my open-source AI library

How I added memory export and import to my open-source AI library

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2 min read
LLM Foundry on a tiny model: the stack still does the heavy lifting

LLM Foundry on a tiny model: the stack still does the heavy lifting

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1 min read
Claude Code Plugin for Multi-Session Dev, Qwen2.5 QLoRA, & Real-Time Claude-Built Game

Claude Code Plugin for Multi-Session Dev, Qwen2.5 QLoRA, & Real-Time Claude-Built Game

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3 min read
I am building Aurora Forecast AI

I am building Aurora Forecast AI

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1 min read
How I Engineered a Payroll & Procurement Audit Assistant: An Institutional Compliance Case Study

Hermes Agent Challenge Submission: Write About Hermes Agent

How I Engineered a Payroll & Procurement Audit Assistant: An Institutional Compliance Case Study

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3 min read
llama.cpp MTP Beta, Gemma GGUF Fixes, & Sentinel Local-First AI Coding App

llama.cpp MTP Beta, Gemma GGUF Fixes, & Sentinel Local-First AI Coding App

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3 min read
AI Agent Disaster Postmortems: The 3 Structural Guardrails

AI Agent Disaster Postmortems: The 3 Structural Guardrails

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12 min read
Async Embedding Batching, Dev Workflow AI Plugin, & LLM-Powered Game Development

Async Embedding Batching, Dev Workflow AI Plugin, & LLM-Powered Game Development

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3 min read
LLM Foundry: why the stack around the model matters more than the model itself

LLM Foundry: why the stack around the model matters more than the model itself

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2 min read
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