[Joshua Mein] _
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// opsec

~/tags $ grep -l '#opsec' _posts/*

// #opsec

4 posts tagged.

Driving a Server Back to Life Through a Console Harness: fsck, Cross-Linked Inodes, and a Kernel That Never Booted

Sep 12, 2026 ·HomelabDevOps

A failing SATA cable corrupted the root filesystem of a hypervisor, and the repair was driven from an out-of-band console: screenshot the screen, send keystrokes, read the result. What that harness looks like, why fsc...

#linux#automation#python#bash#opsec#recovery

From One Agent to a Team: Async Loops, Multi-Agent Personas, and an Autonomy Envelope for Cline

Jun 16, 2026 ·AIDevOps

The next step after steering a single coding agent is letting it run unattended and splitting it into specialised personas. Here is the honest, safety-first version: a GREEN/AMBER/RED action envelope that defines what...

#cline#claude#llm#agents#multi-agent#automation

Teaching Cline to Learn From My Corrections: Turning Conversation Steering Into Durable Rules

Jun 11, 2026 ·AIDevOps

Self-learning AI agents promise to get smarter from every interaction. Here is the honest version for a coding agent like Cline: it does not retrain its own weights from your chats, it consolidates your corrections in...

#cline#claude#llm#agents#self-learning#steering

How I Steer Cline With a Tiered Rules System, a Persona, and a Pre-Commit Hook That Stops Me Leaking My Homelab

Jun 6, 2026 ·AIDevOps

A 700-line steering layer for Cline split into always-on rules and on-demand reference docs, a banned-words list that kills the AI smell, opsec rules that keep internal hostnames out of public commits, a single canoni...

#cline#claude#llm#agents#mcp#ai

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