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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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eBPF vs Traditional Observability: Why Kernel-Level Debugging Wins for AI Services

eBPF vs Traditional Observability: Why Kernel-Level Debugging Wins for AI Services

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2 min read
The Philosophy of a Tool: Why AI Will Never Take Over and Hidden Guardrails Are Literal Evil

The Philosophy of a Tool: Why AI Will Never Take Over and Hidden Guardrails Are Literal Evil

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9 min read
How I Built a Shared Memory System for AI Agents (And Why It Matters)

How I Built a Shared Memory System for AI Agents (And Why It Matters)

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2 min read
I Built a Code-Roasting Rubber Duck

I Built a Code-Roasting Rubber Duck

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12 min read
Loop Engineering: Stop Failed Successfully

Loop Engineering: Stop Failed Successfully

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11 min read
I've built a handful of MCP servers. Here's what separates a good one from a demo.

I've built a handful of MCP servers. Here's what separates a good one from a demo.

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4 min read
Setting up LiteLLM (SDK + Proxy Gateway)

Setting up LiteLLM (SDK + Proxy Gateway)

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2 min read
Training LLMs in the kernel — how IONA AI does embedding, RAG, and fine‑tuning without the cloud

Training LLMs in the kernel — how IONA AI does embedding, RAG, and fine‑tuning without the cloud

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4 min read
Don't Trust the Checkmark: Verifying Agent Provenance From the Outside

Don't Trust the Checkmark: Verifying Agent Provenance From the Outside

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6 min read
FROST - Understanding Agent Architecture in 500 Lines of Python

FROST - Understanding Agent Architecture in 500 Lines of Python

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1 min read
Four Models Cited My Numbers Perfectly. One Still Misread Them.

Four Models Cited My Numbers Perfectly. One Still Misread Them.

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6 min read
Multi-agent orchestration is just hope masquerading as architecture

Multi-agent orchestration is just hope masquerading as architecture

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4 min read
Resurrecting the Panasonic WJ-MX50 in WebGPU

Resurrecting the Panasonic WJ-MX50 in WebGPU

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8 min read
🚀 I Built PDFEditDesk – A Free Online PDF Toolkit 📄

🚀 I Built PDFEditDesk – A Free Online PDF Toolkit 📄

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1 min read
I built an SVG optimizer with an LLM, then compiled the LLM out

I built an SVG optimizer with an LLM, then compiled the LLM out

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1 min read
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