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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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Building a Local LLM API Server with Ollama and FastAPI

Building a Local LLM API Server with Ollama and FastAPI

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5 min read
Capacity planning: stop guessing how much infrastructure you need

Capacity planning: stop guessing how much infrastructure you need

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3 min read
Evidence-Gated Agency: building an agent that can't be optimistic

Evidence-Gated Agency: building an agent that can't be optimistic

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7 min read
Nobody Hacked It. The Lookup Tool Just Took a Phone Number.

Nobody Hacked It. The Lookup Tool Just Took a Phone Number.

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6 min read
A Healthy Service Does Not Mean the Task May Continue: An OpenHands Liveness Failure and Agent Recovery Boundaries

A Healthy Service Does Not Mean the Task May Continue: An OpenHands Liveness Failure and Agent Recovery Boundaries

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8 min read
My agent's p50 was 29s. Its p95 was 182s. That ratio decided the product.

My agent's p50 was 29s. Its p95 was 182s. That ratio decided the product.

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7 min read
Local LLM vs Cloud API: My Mac Mini Cost Crossover

Local LLM vs Cloud API: My Mac Mini Cost Crossover

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2 min read
When Your AI Reviewer Remembers Too Much: A Two-Phase Memory Probe

When Your AI Reviewer Remembers Too Much: A Two-Phase Memory Probe

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5 min read
From Plain English to a Live Dashboard: Automating Reporting with MCP

From Plain English to a Live Dashboard: Automating Reporting with MCP

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6 min read
I Published Skills to 5 AI Marketplaces in One Week — Here's the Brutal Automation Ceiling Test

I Published Skills to 5 AI Marketplaces in One Week — Here's the Brutal Automation Ceiling Test

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4 min read
AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models

AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models

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4 min read
Building a Pre-Execution Policy Gate for MCP Tool Calls

Building a Pre-Execution Policy Gate for MCP Tool Calls

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3 min read
Your Free AI Tier Is Shared. Build the Gate.

Your Free AI Tier Is Shared. Build the Gate.

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4 min read
Custody: your agent's memory knows who wrote it, not whether it can be trusted

Custody: your agent's memory knows who wrote it, not whether it can be trusted

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4 min read
chunk-lite: token-aware text chunking for RAG pipelines that doesn't cut mid-sentence

chunk-lite: token-aware text chunking for RAG pipelines that doesn't cut mid-sentence

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2 min read
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