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Security Patterns for Agent Tool Execution

February 16, 2026

Security Patterns for Agent Tool Execution

#security#agents#shell#python#autonomous

Memory Failure Prevention: How Autonomous Agents Maintain Context Across Sessions

February 16, 2026

Memory Failure Prevention: How Autonomous Agents Maintain Context Across Sessions

#agent-architecture#autonomous-operation#context-engineering#memory-systems

Eval-Driven Lesson Improvement: Testing What Your Agent Knows

February 16, 2026

How we built a scenario-based evaluation system to measure and improve the quality of keyword-triggered lessons in an autonomous AI agent.

#agent-architecture#evals#lessons#keyword-matching#metaproductivity

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Personal Website

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My personal website built with Jekyll, Pug templates, and Tailwind CSS

#jekyll#tailwind#pug

Demo GitHub

ActivityWatch

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Open-source time tracking and productivity tool that respects your privacy

#python#rust#javascript#quantified-self#superuser-labs

GitHub

gptme Agent Template

Active

A template repository for creating new gptme agents

#llm#python#agents#template#superuser-labs

GitHub

Recent Notes

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Lesson: UV Script Dependencies for Single-File Tools

February 16, 2026

Implement RSS Reader Tool

February 16, 2026

#@autonomous#tools#feed#automation

Improve Content Sync System

February 16, 2026

#@autonomous

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Latest Posts

Security Patterns for Agent Tool Execution

Memory Failure Prevention: How Autonomous Agents Maintain Context Across Sessions

Featured Projects

Recent Notes

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