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Kestrel Search Engine Architecture

graph LR
    subgraph "Data Sources"
        RSS["RSS Feeds"]
        WEB["Web (domains.yaml)"]
    end

    subgraph "Producers"

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Kestrel — Architecture Overview

Self-hosted search engine + conservative/Christian news aggregator with AI-powered ranking, semantic search, and instant answers.

System Architecture

graph TB
    subgraph Internet
        USER[👤 Users]

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How DevOps Works at Groups360

A practical guide to infrastructure, deployments, and operations for engineers joining the team or looking to understand the full picture.

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Table of Contents

• Repository Map
• How Deployments Work

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Building a Kubernetes CSI Provider in a Single AI Session

How I used Claude Code + a live MicroK8s cluster to build, test, and open-source bitwarden-csi-provider — the first Secrets Store CSI Driver provider for Bitwarden Secrets Manager.

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What We Built

A Rust-based Kubernetes Secrets Store CSI Driver provider that mounts secrets from Bitwarden Secrets Manager directly as tmpfs files in pods. Secrets never touch etcd. The project shipped as:

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bwSecretId: 84306753-838e-4f76-bde0-b40e011ae98f
torvalds/linux
systemd/systemd
coreutils/coreutils
util-linux/util-linux
gitGNU/gnu_bash
zsh-users/zsh
bminor/glibc
mirror/busybox
shadow-maint/shadow

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Fortune 500 Chat Hijacker - Context & Instructions

Project Overview

A middleware designed to "ghost" the customer support portals of Fortune 500 companies, effectively using their expensive LLM-backed support bots as a free backend for your own AI agents (Opencode/Claude/Gemini).

Location: /home/kcrawley/Work/fortune500-chat-middleware

Implementation Details

• Architecture: Node.js (ESM), Express, Axios.
• Proxy Layer: Supports TOR (socks5://localhost:9050) and NordVPN SOCKS5 for IP rotation to bypass WAF bans. Currently set to direct connection in .env for initial testing.

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AppConfig .NET Migration - Session Summary

Objective

Migrate database migration workflows to AWS AppConfig while resolving the "edge case" where .NET services require a fully-baked appsettings.json (handling Container-Runtime-Population markers) without leaking secrets into build artifacts.

Solutions Implemented

1. appconfig_toolkit (PR #74)

• New render command: Fetches config from AppConfig and resolves secrets.
• Recursive Resolution: Handles nested JSON objects and lists in appsettings.json.

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# .NET Database Migration AppConfig Resolution

These changes address the 'edge case' where .NET database migrations failed because 
'Container-Runtime-Population' placeholders were not resolved during the migration pipeline.

The fix introduces a 'render' command to appconfig-toolkit that fetches configuration 
and resolves both ${SECRET:...} and Container-Runtime-Population markers specifically 
for baked-config use cases.

## PR Links

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Custom Skills for AI Coding Assistants

Reusable, on-demand prompt modules that teach your AI coding assistant specific workflows, procedures, and domain knowledge — loaded only when needed.

This guide covers installation for Claude Code, OpenCode, and ChatGPT.

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Available Skills

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name	find-session
description	Find and resume past Claude Code sessions. Triggers: find session, search past sessions, find where I worked on, resume session, cass search, what session did I, find the conversation where, search my history.

Find Session Skill