For Aung. This explains how the VillaCoupon3 system is built, deployed, and operated.
Credentials (AWS keys + UAT login) are sent privately. This document has no secrets.
A serverless API that calculates delivery shipping cost from a customer's location to all nearby Villa Market branches. Send your lat/lng, get back eligible branches sorted by distance with delivery cost in THB.
POST https://km797c84si.execute-api.ap-southeast-1.amazonaws.com/Prod/shipping-cost
⚠️ Note: S3 signed URLs are signed with EC2 instance-role temporary credentials that rotate every ~6 hours. If a link returns 403, ping the engineer to refresh this gist.
Columns: cprcode, barcode, English name, Thai name, English description, Thai description, enhanced status, meta title (EN/TH), meta description (EN/TH), meta keywords, OG tags, schema JSON-LD
A complete guide to setting up a multi-agent AI team with OpenClaw, featuring specialized agents for different domains.
This setup creates a team of AI agents that can be accessed through a single Telegram interface. Each agent has a distinct personality and expertise.
Gasclaw runs a Gastown multi-agent workspace managed by OpenClaw on Telegram, with Kimi K2.5 as the LLM backend. This guide deploys it to any Kubernetes cluster using the included Helm chart.
kubectl configured for your clusterSingle-bot, multi-agent Telegram routing for OpenClaw teams. All messages go to one coordinator who delegates to specialists via per-topic
systemPrompt.
OpenClaw doesn't support per-topic bindings (threadId in match.peer is rejected).
Creating 10 BotFather bots is overkill. Instead: one bot, one binding, smart routing via systemPrompts.
Configure and run Gasclaw Maintainer AI agent to automatically maintain the Villa Backend 4 project. The maintainer should monitor, fix, and improve the codebase through automated PRs.
Villa Backend 4 - E-commerce backend for Villa Market
find ~ -type d -name "villa-backend-4" 2>/dev/nullYou are taking over a DevOps project that involves migrating "Villa Backend 4" to run inside a Gasclaw Maintainer container with OpenClaw/Telegram bot integration. The previous work is mostly complete but there are lingering issues.
Before doing anything, locate the project:
# Find the gasclaw maintainer directory
find ~ -name "gasclaw" -type d 2>/dev/null | head -5