Timothy Olaleke Timtech4u

Embedding any private repo for semantic + BM25 code search with claude-context

A laptop-local hybrid search stack that indexes any private repo and lets you query by intent, not just keywords. No SaaS, just Vertex AI for embeddings. You get semantic similarity + BM25 ranking + exact location results (file:line-line) without sending your code anywhere except Google Cloud's embedding API.

What this is

claude-context is a Claude Code MCP skill that combines:

Milvus (vector database) for storage and hybrid search
LiteLLM (proxy) to route embedding requests
Vertex AI gemini-embedding-001 (3072-dim) for semantic vectors

Project Context: Adapting `vite8-nitro3-starter` into an AI Agent Mesh UI

1. Source Material Overview

The base repository is Timtech4u/vite8-nitro3-starter. It is a hyper-fast, full-stack starter kit built on Vite 8, Nitro v3, Rolldown, Oxc, and Tailwind v4. Currently, the UI is themed as a Zapier-like workflow automation tool with the following core UX paradigms:

Plain English Creation: Users describe workflows via a prompt interface rather than a complex node-based canvas.
Human-in-the-loop (HITL): A dashboard featuring a "Needs your attention" section for manual approvals/rejections.
Observability: Activity feeds, success rate health bars, and real-time monitoring of running processes.
Durable Execution: Workflows that survive crashes and pause for human input.

Hey, I'm Timothy Olaleke

Platform Engineer | Cloud Architect | AI Builder

Google Summer of Code (GSoC) Info Session

Welcome!

Speaker: Timothy Olaleke

Google Developer Expert (Cloud)
GSoC Alumni
DevOps & Cloud Solutions Expert

Automated Bitnami Migration PR Creation

Quick Start

I've created a comprehensive bash script that will help you create all 18 PRs for the bitnami migration across the energywebfoundation organization.

Prerequisites

GitHub CLI installed and authenticated:

Bitnami Legacy Images Migration - Pull Request Action Plan

Total PRs Required: 18 across energywebfoundation organization
Migration Pattern: bitnami/[service] → bitnamisecure/[service]

🚨 IMMEDIATE PRIORITY (1 PR)

PR #1: argocd-ecr-credentials-updater

Repository: energywebfoundation/argocd-ecr-credentials-updater
Branch: fix/migrate-to-bitnamisecure-kubectl

Complete Bitnami Legacy Images Audit - energywebfoundation Organization

Total Files Found: 26 files containing bitnami image references
Repositories Affected: 18 repositories
Search Scope: All public and accessible private repositories in energywebfoundation org

COMPLETE REPOSITORY LIST REQUIRING UPDATES

1. argocd-ecr-credentials-updater ⚠️ CRITICAL - LIVE FIXED

File: templates/cronJob.yaml

	"""Browser control agent using Google ADK and Chrome DevTools Protocol."""

	import json
	import base64
	import requests
	import websocket
	from google.adk.agents import Agent

	CHROME_HOST = "http://localhost:9222"

	#!/usr/bin/env bash
	# acpx-chat: Interactive chat REPL for ACPX persistent sessions
	# Usage: acpx-chat [agent] [session-name]
	# agent: codex (default), claude, gemini, opencode, pi, kimi
	# session-name: name for persistent session (default: chat)

	set -euo pipefail

	AGENT="${1:-codex}"
	SESSION="${2:-chat}"

	# Coder v2 for HostSpace Cloud

	## What is Coder?
	Coder is an open-source platform for provisioning self-hosted cloud development environments (CDEs). It enables developers to write code from anywhere on any device with a consistent, reproducible environment.

	## Why HostSpace Should Consider Coder

	### 1. New Revenue Stream: CDEs as a Service
	HostSpace could offer managed development environments as an add-on service:
	- Per-user pricing: $15-50/user/month for cloud dev environments