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I built a file-based 'brain' so my AI assistant stops forgetting everything

I built a file-based 'brain' so my AI assistant stops forgetting everything

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4 min read
OzBrain's Shared Memory Architecture: How Multi-Agent Teams Avoid Re-Explaining Context Across Sessions

OzBrain's Shared Memory Architecture: How Multi-Agent Teams Avoid Re-Explaining Context Across Sessions

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5 min read
Hyperia 0.17.5 is Released

Hyperia 0.17.5 is Released

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1 min read
Your AI Isn't Drifting. It's Locking Itself In.

Your AI Isn't Drifting. It's Locking Itself In.

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3 min read
acc vs acc_norm: Why Length Bias Skews LLM Eval Scores

acc vs acc_norm: Why Length Bias Skews LLM Eval Scores

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7 min read
Yorishiro: macOS Terminal Hosting AI Agents

Yorishiro: macOS Terminal Hosting AI Agents

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2 min read
Elevated Errors on Claude Opus 5 Impacting Automation Workflows

Elevated Errors on Claude Opus 5 Impacting Automation Workflows

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2 min read
A Practical Workflow for Delegating Software Tasks to AI Agents

A Practical Workflow for Delegating Software Tasks to AI Agents

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2 min read
From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship

From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship

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4 min read
Does AI-generated code silently swallow errors? 120 measured generations: every flagged case was a false positive or a documented fallback

Does AI-generated code silently swallow errors? 120 measured generations: every flagged case was a false positive or a documented fallback

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21 min read
The cheapest LLM call is the one you don't make: a caching layer that actually pays off

The cheapest LLM call is the one you don't make: a caching layer that actually pays off

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3 min read
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall

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4 min read
Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification

Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification

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6 min read
My AI quality gate scored 40 images. Humor: 7, forty times.

My AI quality gate scored 40 images. Humor: 7, forty times.

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5 min read
Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed

Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed

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8 min read
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